PRISMOperator

Opportunities

Every (dimension, value) attribute scored. Sorted by total score (highest = strongest combination of trend resilience, under-saturation, complaint coverage, and operator strategic fit). Click a card to expand the AI's reasoning; click "View forecasts" to drill into the keyword charts.

Cross-source validation31 validated (≥3 sources)302 early-validated (2 sources)567 preliminary (1 source)Reddit live (W8); Amazon arrives W9-W10 to cross the 3-source bar.
Cat
Dim
Conf
showing 900 / 900
#1water bottle · material

ceramic-coated

0.745
confidence 100%
Trend
0.47
Saturation
0.05
Quality gap
0.95
Strategic fit
0.88
Expand AI thinking

Score: trend=0.47, sat=0.05, gap=0.95, fit=0.88. Matched keywords: ceramic lined water bottle,ceramic coated water bottle,no metal taste water bottle. 2 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#2water bottle · material

ceramic-coated

0.733
confidence 100%
Trend
0.48
Saturation
0.05
Quality gap
0.88
Strategic fit
0.88
Expand AI thinking

Score: trend=0.48, sat=0.05, gap=0.88, fit=0.88. Matched keywords: ceramic lined water bottle,ceramic coated water bottle,no metal taste water bottle. 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#3water bottle · material

ceramic-coated

0.724
confidence 100%
Trend
0.48
Saturation
0.05
Quality gap
0.84
Strategic fit
0.88
Expand AI thinking

Score: trend=0.48, sat=0.05, gap=0.84, fit=0.88. Matched keywords: ceramic lined water bottle,ceramic coated water bottle,no metal taste water bottle. 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#4water bottle · material

ceramic-coated

0.721
confidence 100%
Trend
0.47
Saturation
0.05
Quality gap
0.84
Strategic fit
0.88
Expand AI thinking

Score: trend=0.47, sat=0.05, gap=0.84, fit=0.88. Matched keywords: ceramic lined water bottle,ceramic coated water bottle,no metal taste water bottle. 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#5tank top · material

ribbed knit

0.608
confidence 100%
Trend
0.28
Saturation
0.03
Quality gap
0.62
Strategic fit
0.88
Expand AI thinking

Score: trend=0.28, sat=0.03, gap=0.62, fit=0.88. Matched keywords: ribbed tank top,basic ribbed tank. 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#6tank top · scenario

layering

0.606
confidence 100%
Trend
0.45
Saturation
0.25
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.45, sat=0.25, gap=0.50, fit=0.88. Matched keywords: tank top under clothes,layering tank. 10 of 15 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#7tank top · scenario

layering

0.605
confidence 100%
Trend
0.45
Saturation
0.25
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.45, sat=0.25, gap=0.50, fit=0.88. Matched keywords: tank top under clothes,layering tank. 10 of 14 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#8tank top · scenario

layering

0.604
confidence 100%
Trend
0.45
Saturation
0.25
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.45, sat=0.25, gap=0.50, fit=0.88. Matched keywords: tank top under clothes,layering tank. 10 of 15 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#9water bottle · material

ceramic-coated

0.603
confidence 100%
Trend
0.47
Saturation
0.05
Quality gap
0.25
Strategic fit
0.88
Expand AI thinking

Score: trend=0.47, sat=0.05, gap=0.25, fit=0.88. Matched keywords: ceramic lined water bottle,ceramic coated water bottle,no metal taste water bottle. 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#10tank top · scenario

layering

0.594
confidence 100%
Trend
0.42
Saturation
0.25
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.42, sat=0.25, gap=0.50, fit=0.88. Matched keywords: tank top under clothes,layering tank. 10 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#11tank top · function

built-in bra

0.584
confidence 100%
Trend
0.35
Saturation
0.15
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.35, sat=0.15, gap=0.50, fit=0.88. Matched keywords: racerback tank built in bra,workout tank built in bra. 6 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#12water bottle · material

316L stainless steel

0.579
confidence 100%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: 316L stainless steel water bottle,surgical steel water bottle,no metal taste water bottle. 4 of 23 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#13water bottle · material

316L stainless steel

0.578
confidence 100%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: 316L stainless steel water bottle,surgical steel water bottle,no metal taste water bottle. 4 of 22 listings carry this.

4 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#14water bottle · material

316L stainless steel

0.573
confidence 100%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: 316L stainless steel water bottle,surgical steel water bottle,no metal taste water bottle. 5 of 23 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#15water bottle · material

316L stainless steel

0.572
confidence 100%
Trend
0.49
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.49, sat=0.12, gap=0.50, fit=0.50. Matched keywords: 316L stainless steel water bottle,surgical steel water bottle,no metal taste water bottle. 5 of 23 listings carry this.

4 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#16tank top · function

no-show under clothing

0.570
confidence 100%
Trend
0.47
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.47, sat=0.10, gap=0.50, fit=0.50. Matched keywords: no show tank top,tank top under clothes. 4 of 15 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#17tank top · material

ribbed knit

0.564
confidence 100%
Trend
0.11
Saturation
0.00
Quality gap
0.73
Strategic fit
0.88
Expand AI thinking

Score: trend=0.11, sat=0.00, gap=0.73, fit=0.88. Matched keywords: ribbed tank top,basic ribbed tank. 0 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#18tank top · function

no-show under clothing

0.562
confidence 100%
Trend
0.47
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.47, sat=0.12, gap=0.50, fit=0.50. Matched keywords: no show tank top,tank top under clothes. 5 of 14 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#19tank top · material

ribbed knit

0.555
confidence 100%
Trend
0.12
Saturation
0.03
Quality gap
0.68
Strategic fit
0.88
Expand AI thinking

Score: trend=0.12, sat=0.03, gap=0.68, fit=0.88. Matched keywords: ribbed tank top,basic ribbed tank. 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#20tank top · material

ribbed knit

0.553
confidence 100%
Trend
0.14
Saturation
0.05
Quality gap
0.66
Strategic fit
0.88
Expand AI thinking

Score: trend=0.14, sat=0.05, gap=0.66, fit=0.88. Matched keywords: ribbed tank top,basic ribbed tank. 2 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#21tank top · function

built-in bra

0.553
confidence 100%
Trend
0.26
Saturation
0.13
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.26, sat=0.12, gap=0.50, fit=0.88. Matched keywords: racerback tank built in bra,workout tank built in bra. 5 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#22tank top · function

no-show under clothing

0.551
confidence 100%
Trend
0.45
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.45, sat=0.15, gap=0.50, fit=0.50. Matched keywords: no show tank top,tank top under clothes. 6 of 15 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#23tank top · function

built-in bra

0.548
confidence 100%
Trend
0.24
Saturation
0.13
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.24, sat=0.12, gap=0.50, fit=0.88. Matched keywords: racerback tank built in bra,workout tank built in bra. 5 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#24tank top · function

no-show under clothing

0.543
confidence 100%
Trend
0.43
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.43, sat=0.15, gap=0.50, fit=0.50. Matched keywords: no show tank top,tank top under clothes. 6 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#25tank top · function

built-in bra

0.542
confidence 100%
Trend
0.21
Saturation
0.10
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.21, sat=0.10, gap=0.50, fit=0.88. Matched keywords: racerback tank built in bra,workout tank built in bra. 4 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#26tank top · material

ribbed knit

0.517
confidence 99%
Trend
0.26
Saturation
0.05
Quality gap
0.25
Strategic fit
0.88
Expand AI thinking

Score: trend=0.26, sat=0.05, gap=0.25, fit=0.88. Matched keywords: ribbed tank top,basic ribbed tank. 2 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#27tank top · function

UPF

0.502
confidence 50%
Trend
0.49
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.49, sat=0.03, gap=0.50, fit=0.88. Matched keywords: UPF tank top. 1 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#28sun hat · scenario

pickleball

0.500
confidence 50%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.88. Matched keywords: pickleball hat women. 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#29sun hat · style

cloche

0.499
confidence 50%
Trend
0.68
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.68, sat=0.03, gap=0.50, fit=0.50. Matched keywords: cloche hat. 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#30tank top · scenario

layering

0.498
confidence 99%
Trend
0.44
Saturation
0.26
Quality gap
0.00
Strategic fit
0.88
Expand AI thinking

Score: trend=0.44, sat=0.26, gap=0.00, fit=0.88. Matched keywords: tank top under clothes,layering tank. 10 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#31sun hat · scenario

pickleball

0.496
confidence 50%
Trend
0.49
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.49, sat=0.05, gap=0.50, fit=0.88. Matched keywords: pickleball hat women. 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#32sun hat · style

cloche

0.495
confidence 50%
Trend
0.66
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.66, sat=0.03, gap=0.50, fit=0.50. Matched keywords: cloche hat. 1 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#33tank top · function

UPF

0.494
confidence 50%
Trend
0.47
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.47, sat=0.03, gap=0.50, fit=0.88. Matched keywords: UPF tank top. 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#34sun hat · style

cloche

0.489
confidence 50%
Trend
0.64
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.64, sat=0.03, gap=0.50, fit=0.50. Matched keywords: cloche hat. 1 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#35sun hat · scenario

pickleball

0.487
confidence 50%
Trend
0.46
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.46, sat=0.05, gap=0.50, fit=0.88. Matched keywords: pickleball hat women. 2 of 24 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#36sun hat · style

cloche

0.483
confidence 50%
Trend
0.62
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.62, sat=0.03, gap=0.50, fit=0.50. Matched keywords: cloche hat. 1 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#37tank top · function

UPF

0.477
confidence 50%
Trend
0.41
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.41, sat=0.03, gap=0.50, fit=0.88. Matched keywords: UPF tank top. 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#38water bottle · material

316L stainless steel

0.474
confidence 100%
Trend
0.50
Saturation
0.13
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.00, fit=0.50. Matched keywords: 316L stainless steel water bottle,surgical steel water bottle,no metal taste water bottle. 5 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#39sun hat · scenario

pickleball

0.473
confidence 50%
Trend
0.41
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.41, sat=0.05, gap=0.50, fit=0.88. Matched keywords: pickleball hat women. 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#40tank top · cut

longline

0.469
confidence 50%
Trend
0.39
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.39, sat=0.03, gap=0.50, fit=0.88. Matched keywords: longline tank top. 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#41tank top · function

UPF

0.467
confidence 50%
Trend
0.38
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.38, sat=0.03, gap=0.50, fit=0.88. Matched keywords: UPF tank top. 1 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#42tank top · cut

longline

0.464
confidence 50%
Trend
0.37
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.37, sat=0.03, gap=0.50, fit=0.88. Matched keywords: longline tank top. 1 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#43tank top · function

no-show under clothing

0.463
confidence 99%
Trend
0.46
Saturation
0.10
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.46, sat=0.10, gap=0.00, fit=0.50. Matched keywords: no show tank top,tank top under clothes. 4 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#44water bottle · function

infuser

0.463
confidence 50%
Trend
0.56
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.56, sat=0.03, gap=0.50, fit=0.50. Matched keywords: infuser water bottle. 1 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#45sun hat · material

satin-lined

0.450
confidence 50%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: satin lined sun hat. 0 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#46sun hat · material

UPF fabric

0.450
confidence 50%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: UPF50 sun hat. 0 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#47sun hat · material

satin-lined

0.450
confidence 50%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: satin lined sun hat. 0 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#48sun hat · material

UPF fabric

0.450
confidence 50%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: UPF50 sun hat. 0 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#49sun hat · material

satin-lined

0.449
confidence 50%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: satin lined sun hat. 0 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#50tank top · function

built-in bra

0.449
confidence 99%
Trend
0.21
Saturation
0.05
Quality gap
0.00
Strategic fit
0.88
Expand AI thinking

Score: trend=0.21, sat=0.05, gap=0.00, fit=0.88. Matched keywords: racerback tank built in bra,workout tank built in bra. 2 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#51sun hat · material

UPF fabric

0.449
confidence 50%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: UPF50 sun hat. 0 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#52sun hat · material

UPF fabric

0.449
confidence 50%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: UPF50 sun hat. 0 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#53tank top · design detail

lettuce hem

0.446
confidence 50%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: lettuce hem tank. 1 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#54sun hat · style

bow-tie

0.446
confidence 50%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: bow tie sun hat. 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#55sun hat · style

bow-tie

0.446
confidence 50%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: bow tie sun hat. 1 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#56sun hat · style

bow-tie

0.446
confidence 50%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: bow tie sun hat. 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#57tank top · design detail

lettuce hem

0.443
confidence 50%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: lettuce hem tank. 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#58water bottle · material

titanium

0.442
confidence 50%
Trend
0.31
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.31, sat=0.05, gap=0.50, fit=0.88. Matched keywords: titanium water bottle. 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#59sun hat · style

cloche

0.441
confidence 50%
Trend
0.48
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.48, sat=0.03, gap=0.50, fit=0.50. Matched keywords: cloche hat. 1 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#60tank top · cut

longline

0.441
confidence 50%
Trend
0.29
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.29, sat=0.03, gap=0.50, fit=0.88. Matched keywords: longline tank top. 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#61tank top · material

seamless

0.439
confidence 50%
Trend
0.28
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.28, sat=0.03, gap=0.50, fit=0.88. Matched keywords: seamless tank top. 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#62tank top · design detail

lettuce hem

0.436
confidence 50%
Trend
0.47
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.47, sat=0.03, gap=0.50, fit=0.50. Matched keywords: lettuce hem tank. 1 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#63water bottle · material

titanium

0.435
confidence 50%
Trend
0.29
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.29, sat=0.05, gap=0.50, fit=0.88. Matched keywords: titanium water bottle. 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#64water bottle · design

color-block

0.435
confidence 50%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: color-block water bottle. 4 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#65water bottle · design

color-block

0.435
confidence 50%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: color-block water bottle. 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#66water bottle · design

color-block

0.435
confidence 50%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: color-block water bottle. 4 of 23 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#67sun hat · aesthetic

coastal grandmother

0.434
confidence 50%
Trend
0.51
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.51, sat=0.12, gap=0.50, fit=0.50. Matched keywords: coastal grandmother hat. 5 of 22 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#68water bottle · material

titanium

0.434
confidence 50%
Trend
0.28
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.28, sat=0.05, gap=0.50, fit=0.88. Matched keywords: titanium water bottle. 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#69tank top · material

seamless

0.432
confidence 50%
Trend
0.26
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.26, sat=0.03, gap=0.50, fit=0.88. Matched keywords: seamless tank top. 1 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#70water bottle · scenario

pickleball

0.429
confidence 50%
Trend
0.44
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.44, sat=0.03, gap=0.50, fit=0.50. Matched keywords: pickleball water bottle. 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#71sun hat · aesthetic

coastal grandmother

0.427
confidence 50%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.50. Matched keywords: coastal grandmother hat. 6 of 22 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#72tank top · material

seamless

0.426
confidence 50%
Trend
0.24
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.24, sat=0.03, gap=0.50, fit=0.88. Matched keywords: seamless tank top. 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#73tank top · material

seamless

0.424
confidence 50%
Trend
0.25
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.25, sat=0.05, gap=0.50, fit=0.88. Matched keywords: seamless tank top. 2 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#74sun hat · aesthetic

coastal grandmother

0.424
confidence 50%
Trend
0.50
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.17, gap=0.50, fit=0.50. Matched keywords: coastal grandmother hat. 7 of 22 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#75water bottle · capacity

kids size

0.422
confidence 50%
Trend
0.41
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.41, sat=0.00, gap=0.50, fit=0.50. Matched keywords: kids insulated bottle. 0 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#76tank top · function

UPF

0.422
confidence 50%
Trend
0.48
Saturation
0.03
Quality gap
0.00
Strategic fit
0.88
Expand AI thinking

Score: trend=0.48, sat=0.03, gap=0.00, fit=0.88. Matched keywords: UPF tank top. 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#77sun hat · style

gardening

0.422
confidence 50%
Trend
0.41
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.41, sat=0.00, gap=0.50, fit=0.50. Matched keywords: garden hat women. 0 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#78tank top · cut

longline

0.421
confidence 50%
Trend
0.23
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.23, sat=0.03, gap=0.50, fit=0.88. Matched keywords: longline tank top. 1 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#79water bottle · material

titanium

0.421
confidence 50%
Trend
0.24
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.24, sat=0.05, gap=0.50, fit=0.88. Matched keywords: titanium water bottle. 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#80tank top · material

modal

0.421
confidence 50%
Trend
0.37
Saturation
0.35
Quality gap
0.91
Strategic fit
0.50
Expand AI thinking

Score: trend=0.37, sat=0.35, gap=0.91, fit=0.50. Matched keywords: modal tank top. 14 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#81sun hat · style

gardening

0.419
confidence 50%
Trend
0.40
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.40, sat=0.00, gap=0.50, fit=0.50. Matched keywords: garden hat women. 0 of 24 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#82tank top · cut

racerback

0.418
confidence 50%
Trend
0.43
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.43, sat=0.07, gap=0.50, fit=0.50. Matched keywords: racerback tank built in bra. 3 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#83sun hat · material

wheat straw

0.418
confidence 50%
Trend
0.48
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.48, sat=0.17, gap=0.50, fit=0.50. Matched keywords: wheat straw hat. 7 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#84sun hat · style

cloche

0.416
confidence 50%
Trend
0.65
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.65, sat=0.03, gap=0.00, fit=0.50. Matched keywords: cloche hat. 1 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#85water bottle · scenario

gym

0.416
confidence 50%
Trend
0.46
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.46, sat=0.15, gap=0.50, fit=0.50. Matched keywords: gym water bottle. 6 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#86sun hat · scenario

pickleball

0.416
confidence 50%
Trend
0.47
Saturation
0.05
Quality gap
0.00
Strategic fit
0.88
Expand AI thinking

Score: trend=0.47, sat=0.05, gap=0.00, fit=0.88. Matched keywords: pickleball hat women. 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#87water bottle · material

glass-lined

0.416
confidence 50%
Trend
0.41
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.41, sat=0.05, gap=0.50, fit=0.50. Matched keywords: glass lined water bottle. 2 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#88tank top · material

bamboo viscose

0.415
confidence 50%
Trend
0.40
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.40, sat=0.03, gap=0.50, fit=0.50. Matched keywords: bamboo tank top. 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#89water bottle · material

glass-lined

0.413
confidence 50%
Trend
0.40
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.40, sat=0.05, gap=0.50, fit=0.50. Matched keywords: glass lined water bottle. 2 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#90water bottle · function

infuser

0.412
confidence 50%
Trend
0.39
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.39, sat=0.03, gap=0.50, fit=0.50. Matched keywords: infuser water bottle. 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#91sun hat · material

wheat straw

0.412
confidence 50%
Trend
0.46
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.46, sat=0.17, gap=0.50, fit=0.50. Matched keywords: wheat straw hat. 7 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#92sun hat · style

safari

0.411
confidence 50%
Trend
0.40
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.40, sat=0.05, gap=0.50, fit=0.50. Matched keywords: safari hat women. 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#93water bottle · scenario

kids

0.411
confidence 50%
Trend
0.41
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.41, sat=0.07, gap=0.50, fit=0.50. Matched keywords: kids insulated bottle. 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#94tank top · cut

racerback

0.410
confidence 50%
Trend
0.40
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.40, sat=0.07, gap=0.50, fit=0.50. Matched keywords: racerback tank built in bra. 3 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#95sun hat · scenario

fishing

0.409
confidence 50%
Trend
0.39
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.39, sat=0.05, gap=0.50, fit=0.50. Matched keywords: fishing hat women. 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#96sun hat · material

wheat straw

0.409
confidence 50%
Trend
0.45
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.45, sat=0.17, gap=0.50, fit=0.50. Matched keywords: wheat straw hat. 7 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#97water bottle · function

leak-proof

0.408
confidence 50%
Trend
0.55
Saturation
0.38
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.55, sat=0.38, gap=0.50, fit=0.50. Matched keywords: leak proof water bottle. 15 of 23 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#98water bottle · material

glass-lined

0.407
confidence 50%
Trend
0.38
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.38, sat=0.05, gap=0.50, fit=0.50. Matched keywords: glass lined water bottle. 2 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#99sun hat · scenario

gardening

0.407
confidence 50%
Trend
0.41
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.41, sat=0.10, gap=0.50, fit=0.50. Matched keywords: garden hat women. 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#100sun hat · material

satin-lined

0.406
confidence 50%
Trend
0.37
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.37, sat=0.03, gap=0.50, fit=0.50. Matched keywords: satin lined sun hat. 1 of 24 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#101sun hat · function

UPF50+

0.405
confidence 50%
Trend
0.50
Saturation
0.30
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.30, gap=0.50, fit=0.50. Matched keywords: UPF50 sun hat. 12 of 22 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#102sun hat · function

UPF50+

0.405
confidence 50%
Trend
0.50
Saturation
0.30
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.30, gap=0.50, fit=0.50. Matched keywords: UPF50 sun hat. 12 of 24 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#103sun hat · style

safari

0.404
confidence 50%
Trend
0.36
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.36, sat=0.03, gap=0.50, fit=0.50. Matched keywords: safari hat women. 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#104sun hat · scenario

gardening

0.404
confidence 50%
Trend
0.40
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.40, sat=0.10, gap=0.50, fit=0.50. Matched keywords: garden hat women. 4 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#105sun hat · function

UPF50+

0.404
confidence 50%
Trend
0.50
Saturation
0.30
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.30, gap=0.50, fit=0.50. Matched keywords: UPF50 sun hat. 12 of 22 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#106sun hat · scenario

fishing

0.403
confidence 50%
Trend
0.37
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.37, sat=0.05, gap=0.50, fit=0.50. Matched keywords: fishing hat women. 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#107water bottle · scenario

gym

0.403
confidence 50%
Trend
0.43
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.43, sat=0.17, gap=0.50, fit=0.50. Matched keywords: gym water bottle. 7 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#108sun hat · material

raffia straw

0.403
confidence 50%
Trend
0.37
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.37, sat=0.05, gap=0.50, fit=0.50. Matched keywords: raffia sun hat. 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#109tank top · design detail

lettuce hem

0.401
confidence 50%
Trend
0.35
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.35, sat=0.03, gap=0.50, fit=0.50. Matched keywords: lettuce hem tank. 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#110water bottle · function

leak-proof

0.401
confidence 50%
Trend
0.49
Saturation
0.30
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.49, sat=0.30, gap=0.50, fit=0.50. Matched keywords: leak proof water bottle. 12 of 22 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#111tank top · material

merino

0.400
confidence 50%
Trend
0.36
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.36, sat=0.05, gap=0.50, fit=0.50. Matched keywords: merino tank top. 2 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#112sun hat · function

UPF50+

0.400
confidence 50%
Trend
0.50
Saturation
0.33
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.33, gap=0.50, fit=0.50. Matched keywords: UPF50 sun hat. 13 of 22 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#113tank top · scenario

yoga

0.399
confidence 50%
Trend
0.36
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.36, sat=0.05, gap=0.50, fit=0.50. Matched keywords: yoga tank top. 2 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#114water bottle · material

glass-lined

0.398
confidence 50%
Trend
0.35
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.35, sat=0.05, gap=0.50, fit=0.50. Matched keywords: glass lined water bottle. 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#115sun hat · material

raffia straw

0.397
confidence 50%
Trend
0.36
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.36, sat=0.07, gap=0.50, fit=0.50. Matched keywords: raffia sun hat. 3 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#116water bottle · lid type

wide mouth

0.397
confidence 50%
Trend
0.37
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.37, sat=0.10, gap=0.50, fit=0.50. Matched keywords: wide mouth insulated bottle. 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#117water bottle · function

infuser

0.396
confidence 50%
Trend
0.33
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.33, sat=0.03, gap=0.50, fit=0.50. Matched keywords: infuser water bottle. 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#118water bottle · capacity

40oz

0.395
confidence 50%
Trend
0.33
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.33, sat=0.03, gap=0.50, fit=0.50. Matched keywords: 40oz tumbler with handle. 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#119tank top · scenario

yoga

0.395
confidence 50%
Trend
0.34
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.34, sat=0.05, gap=0.50, fit=0.50. Matched keywords: yoga tank top. 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#120water bottle · scenario

pickleball

0.394
confidence 50%
Trend
0.33
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.33, sat=0.03, gap=0.50, fit=0.50. Matched keywords: pickleball water bottle. 1 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#121sun hat · style

safari

0.394
confidence 50%
Trend
0.33
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.33, sat=0.03, gap=0.50, fit=0.50. Matched keywords: safari hat women. 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#122tank top · cut

longline

0.393
confidence 50%
Trend
0.39
Saturation
0.03
Quality gap
0.00
Strategic fit
0.88
Expand AI thinking

Score: trend=0.39, sat=0.03, gap=0.00, fit=0.88. Matched keywords: longline tank top. 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#123tank top · scenario

yoga

0.392
confidence 50%
Trend
0.33
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.33, sat=0.05, gap=0.50, fit=0.50. Matched keywords: yoga tank top. 2 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#124tank top · material

bamboo viscose

0.391
confidence 50%
Trend
0.32
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.32, sat=0.03, gap=0.50, fit=0.50. Matched keywords: bamboo tank top. 1 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#125tank top · material

modal

0.391
confidence 50%
Trend
0.30
Saturation
0.35
Quality gap
0.85
Strategic fit
0.50
Expand AI thinking

Score: trend=0.30, sat=0.35, gap=0.85, fit=0.50. Matched keywords: modal tank top. 14 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#126sun hat · material

wheat straw

0.391
confidence 50%
Trend
0.40
Saturation
0.20
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.40, sat=0.20, gap=0.50, fit=0.50. Matched keywords: wheat straw hat. 8 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#127water bottle · scenario

gym

0.390
confidence 50%
Trend
0.37
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.37, sat=0.15, gap=0.50, fit=0.50. Matched keywords: gym water bottle. 6 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#128sun hat · style

gardening

0.389
confidence 50%
Trend
0.30
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.30, sat=0.00, gap=0.50, fit=0.50. Matched keywords: garden hat women. 0 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#129water bottle · function

infuser

0.389
confidence 50%
Trend
0.31
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.31, sat=0.03, gap=0.50, fit=0.50. Matched keywords: infuser water bottle. 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#130tank top · material

modal

0.387
confidence 50%
Trend
0.29
Saturation
0.38
Quality gap
0.87
Strategic fit
0.50
Expand AI thinking

Score: trend=0.29, sat=0.38, gap=0.87, fit=0.50. Matched keywords: modal tank top. 15 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#131water bottle · capacity

40oz

0.387
confidence 50%
Trend
0.30
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.30, sat=0.03, gap=0.50, fit=0.50. Matched keywords: 40oz tumbler with handle. 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#132water bottle · scenario

gym

0.386
confidence 50%
Trend
0.38
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.38, sat=0.17, gap=0.50, fit=0.50. Matched keywords: gym water bottle. 7 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#133tank top · scenario

yoga

0.386
confidence 50%
Trend
0.31
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.31, sat=0.05, gap=0.50, fit=0.50. Matched keywords: yoga tank top. 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#134tank top · cut

racerback

0.386
confidence 50%
Trend
0.32
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.32, sat=0.07, gap=0.50, fit=0.50. Matched keywords: racerback tank built in bra. 3 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#135water bottle · lid type

wide mouth

0.385
confidence 50%
Trend
0.33
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.33, sat=0.10, gap=0.50, fit=0.50. Matched keywords: wide mouth insulated bottle. 4 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#136water bottle · lid type

wide mouth

0.385
confidence 50%
Trend
0.33
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.33, sat=0.10, gap=0.50, fit=0.50. Matched keywords: wide mouth insulated bottle. 4 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#137water bottle · material

titanium

0.383
confidence 50%
Trend
0.36
Saturation
0.05
Quality gap
0.00
Strategic fit
0.88
Expand AI thinking

Score: trend=0.36, sat=0.05, gap=0.00, fit=0.88. Matched keywords: titanium water bottle. 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#138water bottle · scenario

pickleball

0.383
confidence 50%
Trend
0.29
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.29, sat=0.03, gap=0.50, fit=0.50. Matched keywords: pickleball water bottle. 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#139sun hat · scenario

fishing

0.382
confidence 50%
Trend
0.30
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.30, sat=0.05, gap=0.50, fit=0.50. Matched keywords: fishing hat women. 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#140water bottle · lid type

straw lid

0.382
confidence 50%
Trend
0.40
Saturation
0.25
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.40, sat=0.25, gap=0.50, fit=0.50. Matched keywords: insulated water bottle straw. 10 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#141tank top · material

modal

0.381
confidence 50%
Trend
0.29
Saturation
0.38
Quality gap
0.84
Strategic fit
0.50
Expand AI thinking

Score: trend=0.29, sat=0.38, gap=0.84, fit=0.50. Matched keywords: modal tank top. 15 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#142tank top · material

merino

0.380
confidence 50%
Trend
0.29
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.29, sat=0.05, gap=0.50, fit=0.50. Matched keywords: merino tank top. 2 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#143sun hat · style

gardening

0.380
confidence 50%
Trend
0.27
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.27, sat=0.00, gap=0.50, fit=0.50. Matched keywords: garden hat women. 0 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#144sun hat · style

gardening

0.379
confidence 50%
Trend
0.26
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.26, sat=0.00, gap=0.50, fit=0.50. Matched keywords: garden hat women. 0 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#145sun hat · scenario

fishing

0.379
confidence 50%
Trend
0.30
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.30, sat=0.07, gap=0.50, fit=0.50. Matched keywords: fishing hat women. 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#146water bottle · function

leak-proof

0.379
confidence 50%
Trend
0.41
Saturation
0.30
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.41, sat=0.30, gap=0.50, fit=0.50. Matched keywords: leak proof water bottle. 12 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#147tank top · material

merino

0.379
confidence 50%
Trend
0.30
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.30, sat=0.07, gap=0.50, fit=0.50. Matched keywords: merino tank top. 3 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#148sun hat · material

raffia straw

0.378
confidence 50%
Trend
0.30
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.30, sat=0.07, gap=0.50, fit=0.50. Matched keywords: raffia sun hat. 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#149tank top · cut

racerback

0.377
confidence 50%
Trend
0.29
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.29, sat=0.07, gap=0.50, fit=0.50. Matched keywords: racerback tank built in bra. 3 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#150water bottle · function

handle

0.377
confidence 50%
Trend
0.33
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.33, sat=0.15, gap=0.50, fit=0.50. Matched keywords: 40oz tumbler with handle. 6 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#151tank top · material

seamless

0.376
confidence 50%
Trend
0.34
Saturation
0.05
Quality gap
0.00
Strategic fit
0.88
Expand AI thinking

Score: trend=0.34, sat=0.05, gap=0.00, fit=0.88. Matched keywords: seamless tank top. 2 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#152sun hat · material

raffia straw

0.375
confidence 50%
Trend
0.29
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.29, sat=0.07, gap=0.50, fit=0.50. Matched keywords: raffia sun hat. 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#153sun hat · material

UPF fabric

0.375
confidence 50%
Trend
0.50
Saturation
0.00
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.00, fit=0.50. Matched keywords: UPF50 sun hat. 0 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#154tank top · material

merino

0.375
confidence 50%
Trend
0.27
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.27, sat=0.05, gap=0.50, fit=0.50. Matched keywords: merino tank top. 2 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#155tank top · material

bamboo viscose

0.374
confidence 50%
Trend
0.26
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.26, sat=0.03, gap=0.50, fit=0.50. Matched keywords: bamboo tank top. 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#156sun hat · scenario

gardening

0.374
confidence 50%
Trend
0.30
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.30, sat=0.10, gap=0.50, fit=0.50. Matched keywords: garden hat women. 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#157water bottle · scenario

pickleball

0.374
confidence 50%
Trend
0.26
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.26, sat=0.03, gap=0.50, fit=0.50. Matched keywords: pickleball water bottle. 1 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#158water bottle · lid type

wide mouth

0.371
confidence 50%
Trend
0.29
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.29, sat=0.10, gap=0.50, fit=0.50. Matched keywords: wide mouth insulated bottle. 4 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#159sun hat · material

satin-lined

0.371
confidence 50%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: satin lined sun hat. 1 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#160sun hat · style

bow-tie

0.370
confidence 50%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: bow tie sun hat. 1 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#161water bottle · function

leak-proof

0.369
confidence 50%
Trend
0.42
Saturation
0.38
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.42, sat=0.38, gap=0.50, fit=0.50. Matched keywords: leak proof water bottle. 15 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#162water bottle · function

handle

0.368
confidence 50%
Trend
0.30
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.30, sat=0.15, gap=0.50, fit=0.50. Matched keywords: 40oz tumbler with handle. 6 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#163water bottle · capacity

40oz

0.367
confidence 50%
Trend
0.24
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.24, sat=0.03, gap=0.50, fit=0.50. Matched keywords: 40oz tumbler with handle. 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#164water bottle · material

ceramic-coated

0.367
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.81
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.81, fit=0.88. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#165sun hat · scenario

gardening

0.365
confidence 50%
Trend
0.27
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.27, sat=0.10, gap=0.50, fit=0.50. Matched keywords: garden hat women. 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#166sun hat · scenario

gardening

0.364
confidence 50%
Trend
0.26
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.26, sat=0.10, gap=0.50, fit=0.50. Matched keywords: garden hat women. 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#167water bottle · capacity

kids size

0.364
confidence 50%
Trend
0.21
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.21, sat=0.00, gap=0.50, fit=0.50. Matched keywords: kids insulated bottle. 0 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#168tank top · cut

cropped

0.362
confidence 50%
Trend
0.27
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.27, sat=0.12, gap=0.50, fit=0.50. Matched keywords: cropped tank top. 5 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#169tank top · cut

boxy

0.362
confidence 50%
Trend
0.26
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.26, sat=0.10, gap=0.50, fit=0.50. Matched keywords: boxy tank top. 4 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#170water bottle · capacity

40oz

0.361
confidence 50%
Trend
0.22
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.22, sat=0.03, gap=0.50, fit=0.50. Matched keywords: 40oz tumbler with handle. 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#171water bottle · capacity

24oz

0.360
confidence 50%
Trend
0.40
Saturation
0.40
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.40, sat=0.40, gap=0.50, fit=0.50. Matched keywords: 24oz water bottle. 16 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#172water bottle · lid type

straw lid

0.360
confidence 50%
Trend
0.34
Saturation
0.28
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.34, sat=0.28, gap=0.50, fit=0.50. Matched keywords: insulated water bottle straw. 11 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#173tank top · material

bamboo viscose

0.360
confidence 50%
Trend
0.22
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.22, sat=0.05, gap=0.50, fit=0.50. Matched keywords: bamboo tank top. 2 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#174water bottle · design

color-block

0.359
confidence 50%
Trend
0.50
Saturation
0.10
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.00, fit=0.50. Matched keywords: color-block water bottle. 4 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#175sun hat · scenario

travel

0.358
confidence 50%
Trend
0.33
Saturation
0.28
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.33, sat=0.28, gap=0.50, fit=0.50. Matched keywords: travel sun hat. 11 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#176tank top · scenario

weight training

0.357
confidence 50%
Trend
0.22
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.22, sat=0.05, gap=0.50, fit=0.50. Matched keywords: workout tank built in bra. 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#177sun hat · aesthetic

coastal grandmother

0.356
confidence 50%
Trend
0.50
Saturation
0.13
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.00, fit=0.50. Matched keywords: coastal grandmother hat. 5 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#178sun hat · style

safari

0.356
confidence 50%
Trend
0.20
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.20, sat=0.03, gap=0.50, fit=0.50. Matched keywords: safari hat women. 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#179tank top · cut

boxy

0.355
confidence 50%
Trend
0.23
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.23, sat=0.10, gap=0.50, fit=0.50. Matched keywords: boxy tank top. 4 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#180sun hat · aesthetic

western

0.353
confidence 50%
Trend
0.00
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.03, gap=0.50, fit=0.88. Matched keywords: western straw hat. 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#181water bottle · lid type

straw lid

0.353
confidence 50%
Trend
0.31
Saturation
0.28
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.31, sat=0.28, gap=0.50, fit=0.50. Matched keywords: insulated water bottle straw. 11 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#182water bottle · scenario

kids

0.353
confidence 50%
Trend
0.21
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.21, sat=0.07, gap=0.50, fit=0.50. Matched keywords: kids insulated bottle. 3 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#183water bottle · scenario

pickleball

0.352
confidence 50%
Trend
0.44
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.44, sat=0.03, gap=0.00, fit=0.50. Matched keywords: pickleball water bottle. 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#184tank top · material

ribbed knit

0.352
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.66
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.66, fit=0.88. Matched keywords: (none). 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#185water bottle · capacity

24oz

0.351
confidence 50%
Trend
0.37
Saturation
0.40
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.37, sat=0.40, gap=0.50, fit=0.50. Matched keywords: 24oz water bottle. 16 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#186tank top · style

Y2K

0.351
confidence 50%
Trend
0.37
Saturation
0.03
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.37, sat=0.03, gap=0.50, fit=0.12. Matched keywords: Y2K tank top. 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#187sun hat · style

cowboy

0.350
confidence 50%
Trend
0.00
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.05, gap=0.50, fit=0.88. Matched keywords: western straw hat. 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#188sun hat · aesthetic

western

0.350
confidence 50%
Trend
0.00
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.05, gap=0.50, fit=0.88. Matched keywords: western straw hat. 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#189sun hat · style

cowboy

0.350
confidence 50%
Trend
0.00
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.05, gap=0.50, fit=0.88. Matched keywords: western straw hat. 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#190sun hat · aesthetic

western

0.350
confidence 50%
Trend
0.00
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.05, gap=0.50, fit=0.88. Matched keywords: western straw hat. 2 of 24 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#191sun hat · style

cowboy

0.350
confidence 50%
Trend
0.00
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.05, gap=0.50, fit=0.88. Matched keywords: western straw hat. 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#192sun hat · aesthetic

western

0.350
confidence 50%
Trend
0.00
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.05, gap=0.50, fit=0.88. Matched keywords: western straw hat. 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#193sun hat · style

cowboy

0.350
confidence 50%
Trend
0.00
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.05, gap=0.50, fit=0.88. Matched keywords: western straw hat. 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#194sun hat · scenario

travel

0.349
confidence 50%
Trend
0.30
Saturation
0.28
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.30, sat=0.28, gap=0.50, fit=0.50. Matched keywords: travel sun hat. 11 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#195water bottle · function

handle

0.348
confidence 50%
Trend
0.24
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.24, sat=0.15, gap=0.50, fit=0.50. Matched keywords: 40oz tumbler with handle. 6 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#196tank top · cut

square neck

0.347
confidence 50%
Trend
0.17
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.17, sat=0.03, gap=0.50, fit=0.50. Matched keywords: square neck tank. 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#197sun hat · function

ponytail hole

0.345
confidence 50%
Trend
0.00
Saturation
0.10
Quality gap
0.52
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.10, gap=0.52, fit=0.88. Matched keywords: ponytail sun hat. 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#198sun hat · function

ponytail hole

0.345
confidence 50%
Trend
0.00
Saturation
0.10
Quality gap
0.52
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.10, gap=0.52, fit=0.88. Matched keywords: ponytail sun hat. 4 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#199sun hat · function

ponytail hole

0.345
confidence 50%
Trend
0.00
Saturation
0.10
Quality gap
0.52
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.10, gap=0.52, fit=0.88. Matched keywords: ponytail sun hat. 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#200tank top · style

basic

0.344
confidence 50%
Trend
0.40
Saturation
0.13
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.40, sat=0.12, gap=0.50, fit=0.12. Matched keywords: basic ribbed tank. 5 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#201water bottle · capacity

kids size

0.343
confidence 50%
Trend
0.14
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.14, sat=0.00, gap=0.50, fit=0.50. Matched keywords: kids insulated bottle. 0 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#202sun hat · style

gardening

0.343
confidence 50%
Trend
0.39
Saturation
0.00
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.39, sat=0.00, gap=0.00, fit=0.50. Matched keywords: garden hat women. 0 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#203sun hat · style

visor

0.342
confidence 50%
Trend
0.00
Saturation
0.10
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.10, gap=0.50, fit=0.88. Matched keywords: visor women. 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#204sun hat · style

visor

0.342
confidence 50%
Trend
0.00
Saturation
0.10
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.10, gap=0.50, fit=0.88. Matched keywords: visor women. 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#205sun hat · style

visor

0.342
confidence 50%
Trend
0.00
Saturation
0.10
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.10, gap=0.50, fit=0.88. Matched keywords: visor women. 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#206sun hat · style

visor

0.342
confidence 50%
Trend
0.00
Saturation
0.10
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.10, gap=0.50, fit=0.88. Matched keywords: visor women. 4 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#207sun hat · function

packable

0.341
confidence 50%
Trend
0.00
Saturation
0.17
Quality gap
0.95
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.17, gap=0.95, fit=0.50. Matched keywords: packable sun hat. 7 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#208sun hat · function

ponytail hole

0.341
confidence 50%
Trend
0.15
Saturation
0.10
Quality gap
0.20
Strategic fit
0.88
Expand AI thinking

Score: trend=0.15, sat=0.10, gap=0.20, fit=0.88. Matched keywords: ponytail sun hat. 4 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#209tank top · material

bamboo viscose

0.340
confidence 50%
Trend
0.40
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.40, sat=0.03, gap=0.00, fit=0.50. Matched keywords: bamboo tank top. 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#210tank top · cut

boxy

0.339
confidence 50%
Trend
0.18
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.18, sat=0.10, gap=0.50, fit=0.50. Matched keywords: boxy tank top. 4 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#211sun hat · scenario

travel

0.339
confidence 50%
Trend
0.26
Saturation
0.25
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.26, sat=0.25, gap=0.50, fit=0.50. Matched keywords: travel sun hat. 10 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#212water bottle · lid type

flip lid

0.339
confidence 50%
Trend
0.22
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.22, sat=0.17, gap=0.50, fit=0.50. Matched keywords: flip lid water bottle. 7 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#213tank top · scenario

weight training

0.339
confidence 50%
Trend
0.15
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.15, sat=0.05, gap=0.50, fit=0.50. Matched keywords: workout tank built in bra. 2 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#214water bottle · function

handle

0.338
confidence 50%
Trend
0.22
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.22, sat=0.17, gap=0.50, fit=0.50. Matched keywords: 40oz tumbler with handle. 7 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#215water bottle · capacity

24oz

0.338
confidence 50%
Trend
0.33
Saturation
0.40
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.33, sat=0.40, gap=0.50, fit=0.50. Matched keywords: 24oz water bottle. 16 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#216tank top · style

basic

0.338
confidence 50%
Trend
0.37
Saturation
0.10
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.37, sat=0.10, gap=0.50, fit=0.12. Matched keywords: basic ribbed tank. 4 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#217sun hat · function

packable

0.338
confidence 50%
Trend
0.00
Saturation
0.20
Quality gap
0.95
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.20, gap=0.95, fit=0.50. Matched keywords: packable sun hat. 8 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#218sun hat · function

packable

0.338
confidence 50%
Trend
0.00
Saturation
0.20
Quality gap
0.95
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.20, gap=0.95, fit=0.50. Matched keywords: packable sun hat. 8 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#219water bottle · capacity

40oz

0.337
confidence 50%
Trend
0.14
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.14, sat=0.03, gap=0.50, fit=0.50. Matched keywords: 40oz tumbler with handle. 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#220water bottle · lid type

flip lid

0.337
confidence 50%
Trend
0.21
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.21, sat=0.17, gap=0.50, fit=0.50. Matched keywords: flip lid water bottle. 7 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#221tank top · cut

boxy

0.336
confidence 50%
Trend
0.17
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.17, sat=0.10, gap=0.50, fit=0.50. Matched keywords: boxy tank top. 4 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#222sun hat · material

wheat straw

0.336
confidence 50%
Trend
0.46
Saturation
0.17
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.46, sat=0.17, gap=0.00, fit=0.50. Matched keywords: wheat straw hat. 7 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#223sun hat · material

seagrass

0.336
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.88. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#224tank top · function

UPF

0.336
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.88. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#225tank top · material

seamless

0.336
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.88. Matched keywords: (none). 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#226sun hat · material

seagrass

0.336
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.88. Matched keywords: (none). 1 of 24 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#227tank top · cut

longline

0.336
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.88. Matched keywords: (none). 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#228sun hat · material

seagrass

0.336
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.88. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#229sun hat · material

seagrass

0.336
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.88. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#230sun hat · material

seagrass

0.336
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.88. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#231water bottle · capacity

24oz

0.335
confidence 50%
Trend
0.32
Saturation
0.40
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.32, sat=0.40, gap=0.50, fit=0.50. Matched keywords: 24oz water bottle. 16 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#232sun hat · scenario

pickleball

0.333
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.88. Matched keywords: (none). 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#233sun hat · aesthetic

western

0.333
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.88. Matched keywords: (none). 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#234sun hat · style

cowboy

0.333
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.88. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#235water bottle · material

titanium

0.333
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.88. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#236water bottle · capacity

24oz

0.333
confidence 50%
Trend
0.31
Saturation
0.40
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.31, sat=0.40, gap=0.50, fit=0.50. Matched keywords: 24oz water bottle. 16 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#237sun hat · style

safari

0.333
confidence 50%
Trend
0.38
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.38, sat=0.05, gap=0.00, fit=0.50. Matched keywords: safari hat women. 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#238sun hat · scenario

travel

0.333
confidence 50%
Trend
0.23
Saturation
0.25
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.23, sat=0.25, gap=0.50, fit=0.50. Matched keywords: travel sun hat. 10 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#239water bottle · scenario

kids

0.332
confidence 50%
Trend
0.14
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.14, sat=0.07, gap=0.50, fit=0.50. Matched keywords: kids insulated bottle. 3 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#240water bottle · lid type

flip lid

0.331
confidence 50%
Trend
0.20
Saturation
0.20
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.20, sat=0.20, gap=0.50, fit=0.50. Matched keywords: flip lid water bottle. 8 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#241water bottle · capacity

kids size

0.331
confidence 50%
Trend
0.10
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.10, sat=0.00, gap=0.50, fit=0.50. Matched keywords: kids insulated bottle. 0 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#242tank top · cut

square neck

0.331
confidence 50%
Trend
0.12
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.12, sat=0.03, gap=0.50, fit=0.50. Matched keywords: square neck tank. 1 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#243sun hat · function

ponytail hole

0.330
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.52
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.52, fit=0.88. Matched keywords: (none). 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#244sun hat · function

UPF50+

0.330
confidence 50%
Trend
0.50
Saturation
0.30
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.30, gap=0.00, fit=0.50. Matched keywords: UPF50 sun hat. 12 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#245sun hat · function

reversible

0.329
confidence 50%
Trend
0.12
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.12, sat=0.05, gap=0.50, fit=0.50. Matched keywords: reversible bucket hat. 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#246sun hat · material

raffia straw

0.329
confidence 50%
Trend
0.14
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.14, sat=0.07, gap=0.50, fit=0.50. Matched keywords: raffia sun hat. 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#247sun hat · style

visor

0.328
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.88. Matched keywords: (none). 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#248tank top · style

athleisure

0.328
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.88. Matched keywords: (none). 4 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#249sun hat · scenario

gardening

0.328
confidence 50%
Trend
0.39
Saturation
0.10
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.39, sat=0.10, gap=0.00, fit=0.50. Matched keywords: garden hat women. 4 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#250sun hat · material

raffia straw

0.328
confidence 50%
Trend
0.38
Saturation
0.07
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.38, sat=0.07, gap=0.00, fit=0.50. Matched keywords: raffia sun hat. 3 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#251sun hat · function

packable

0.328
confidence 0%
Trend
0.50
Saturation
0.17
Quality gap
0.95
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.17, gap=0.95, fit=0.50. Matched keywords: (none). 7 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#252tank top · cut

racerback

0.327
confidence 50%
Trend
0.38
Saturation
0.08
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.38, sat=0.08, gap=0.00, fit=0.50. Matched keywords: racerback tank built in bra. 3 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#253sun hat · function

ponytail hole

0.327
confidence 50%
Trend
0.00
Saturation
0.10
Quality gap
0.40
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.10, gap=0.40, fit=0.88. Matched keywords: ponytail sun hat. 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#254sun hat · scenario

fishing

0.327
confidence 50%
Trend
0.36
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.36, sat=0.05, gap=0.00, fit=0.50. Matched keywords: fishing hat women. 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#255water bottle · scenario

car commute

0.326
confidence 50%
Trend
0.11
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.11, sat=0.05, gap=0.50, fit=0.50. Matched keywords: car cup holder bottle. 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#256water bottle · material

glass-lined

0.326
confidence 50%
Trend
0.36
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.36, sat=0.05, gap=0.00, fit=0.50. Matched keywords: glass lined water bottle. 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#257tank top · cut

cropped

0.324
confidence 50%
Trend
0.14
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.14, sat=0.12, gap=0.50, fit=0.50. Matched keywords: cropped tank top. 5 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#258tank top · style

Y2K

0.324
confidence 50%
Trend
0.28
Saturation
0.03
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.28, sat=0.03, gap=0.50, fit=0.12. Matched keywords: Y2K tank top. 1 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#259water bottle · function

leak-proof

0.323
confidence 50%
Trend
0.45
Saturation
0.25
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.45, sat=0.25, gap=0.00, fit=0.50. Matched keywords: leak proof water bottle. 10 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#260tank top · cut

cropped

0.323
confidence 50%
Trend
0.14
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.14, sat=0.12, gap=0.50, fit=0.50. Matched keywords: cropped tank top. 5 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#261tank top · style

athleisure

0.323
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.88. Matched keywords: (none). 6 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#262tank top · style

athleisure

0.323
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.88. Matched keywords: (none). 6 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#263tank top · function

built-in bra

0.323
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.88. Matched keywords: (none). 6 of 14 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#264tank top · style

athleisure

0.323
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.88. Matched keywords: (none). 6 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#265tank top · style

athleisure

0.323
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.88. Matched keywords: (none). 6 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#266tank top · material

merino

0.323
confidence 50%
Trend
0.35
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.35, sat=0.05, gap=0.00, fit=0.50. Matched keywords: merino tank top. 2 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#267tank top · cut

cropped

0.322
confidence 50%
Trend
0.14
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.14, sat=0.12, gap=0.50, fit=0.50. Matched keywords: cropped tank top. 5 of 14 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#268tank top · style

basic

0.322
confidence 50%
Trend
0.35
Saturation
0.17
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.35, sat=0.17, gap=0.50, fit=0.12. Matched keywords: basic ribbed tank. 7 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#269sun hat · function

packable

0.321
confidence 50%
Trend
0.00
Saturation
0.20
Quality gap
0.84
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.20, gap=0.84, fit=0.50. Matched keywords: packable sun hat. 8 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#270water bottle · scenario

car commute

0.320
confidence 50%
Trend
0.12
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.12, sat=0.10, gap=0.50, fit=0.50. Matched keywords: car cup holder bottle. 4 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#271water bottle · lid type

flip lid

0.319
confidence 50%
Trend
0.15
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.15, sat=0.17, gap=0.50, fit=0.50. Matched keywords: flip lid water bottle. 7 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#272tank top · scenario

weight training

0.317
confidence 50%
Trend
0.08
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.08, sat=0.05, gap=0.50, fit=0.50. Matched keywords: workout tank built in bra. 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#273tank top · cut

square neck

0.317
confidence 50%
Trend
0.07
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.07, sat=0.03, gap=0.50, fit=0.50. Matched keywords: square neck tank. 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#274tank top · scenario

weight training

0.317
confidence 50%
Trend
0.08
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.08, sat=0.05, gap=0.50, fit=0.50. Matched keywords: workout tank built in bra. 2 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#275water bottle · capacity

kids size

0.316
confidence 50%
Trend
0.33
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.33, sat=0.05, gap=0.00, fit=0.50. Matched keywords: kids insulated bottle. 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#276water bottle · lid type

straw lid

0.315
confidence 50%
Trend
0.19
Saturation
0.28
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.19, sat=0.28, gap=0.50, fit=0.50. Matched keywords: insulated water bottle straw. 11 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#277water bottle · function

handle

0.315
confidence 50%
Trend
0.14
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.14, sat=0.17, gap=0.50, fit=0.50. Matched keywords: 40oz tumbler with handle. 7 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#278water bottle · function

fits car cup holder

0.314
confidence 50%
Trend
0.11
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.11, sat=0.12, gap=0.50, fit=0.50. Matched keywords: car cup holder bottle. 5 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#279tank top · material

modal

0.314
confidence 50%
Trend
0.34
Saturation
0.33
Quality gap
0.25
Strategic fit
0.50
Expand AI thinking

Score: trend=0.34, sat=0.33, gap=0.25, fit=0.50. Matched keywords: modal tank top. 13 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#280tank top · scenario

layering

0.313
confidence 0%
Trend
0.50
Saturation
0.25
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.25, gap=0.50, fit=0.88. Matched keywords: (none). 10 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#281tank top · cut

square neck

0.313
confidence 50%
Trend
0.06
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.06, sat=0.03, gap=0.50, fit=0.50. Matched keywords: square neck tank. 1 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#282water bottle · scenario

kids

0.313
confidence 50%
Trend
0.33
Saturation
0.07
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.33, sat=0.07, gap=0.00, fit=0.50. Matched keywords: kids insulated bottle. 3 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#283water bottle · scenario

kids

0.312
confidence 50%
Trend
0.10
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.10, sat=0.12, gap=0.50, fit=0.50. Matched keywords: kids insulated bottle. 5 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#284water bottle · function

fits car cup holder

0.312
confidence 50%
Trend
0.12
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.12, sat=0.15, gap=0.50, fit=0.50. Matched keywords: car cup holder bottle. 6 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#285tank top · cut

boxy

0.312
confidence 50%
Trend
0.33
Saturation
0.08
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.33, sat=0.08, gap=0.00, fit=0.50. Matched keywords: boxy tank top. 3 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#286sun hat · style

packable foldable

0.300
confidence 50%
Trend
0.00
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.00, gap=0.50, fit=0.50. Matched keywords: packable sun hat. 0 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#287sun hat · style

packable foldable

0.300
confidence 50%
Trend
0.00
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.00, gap=0.50, fit=0.50. Matched keywords: packable sun hat. 0 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#288sun hat · style

packable foldable

0.300
confidence 50%
Trend
0.00
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.00, gap=0.50, fit=0.50. Matched keywords: packable sun hat. 0 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#289water bottle · design

laser engraving

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#290water bottle · capacity

kids size

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#291tank top · design detail

picot trim

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#292tank top · design detail

racerback strap

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#293tank top · cut

side-tie

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#294water bottle · design

laser engraving

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#295water bottle · design

custom monogram

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#296water bottle · design

laser engraving

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#297sun hat · material

UPF fabric

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#298tank top · material

modal

0.300
confidence 0%
Trend
0.50
Saturation
0.35
Quality gap
0.85
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.35, gap=0.85, fit=0.50. Matched keywords: (none). 14 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#299water bottle · design

custom monogram

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#300tank top · cut

twist-back

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#301water bottle · design

custom monogram

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#302sun hat · style

packable foldable

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#303sun hat · material

satin-lined

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#304tank top · cut

side-tie

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#305tank top · design detail

racerback strap

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#306water bottle · design

custom monogram

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#307water bottle · design

laser engraving

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#308tank top · design detail

racerback strap

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#309tank top · cut

side-tie

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#310tank top · cut

side-tie

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#311water bottle · design

custom monogram

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#312tank top · design detail

racerback strap

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#313tank top · cut

side-tie

0.300
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: (none). 0 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#314tank top · style

Y2K

0.300
confidence 50%
Trend
0.20
Saturation
0.03
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.20, sat=0.03, gap=0.50, fit=0.12. Matched keywords: Y2K tank top. 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#315tank top · scenario

yoga

0.298
confidence 50%
Trend
0.30
Saturation
0.10
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.30, sat=0.10, gap=0.00, fit=0.50. Matched keywords: yoga tank top. 4 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#316tank top · function

thumbholes

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#317sun hat · aesthetic

preppy

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#318sun hat · function

waterproof

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#319sun hat · aesthetic

boho

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#320sun hat · material

nylon

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#321sun hat · material

paper straw

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#322sun hat · material

jute

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#323sun hat · material

linen

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#324water bottle · material

copper-coated

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#325water bottle · design

holographic

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#326water bottle · capacity

64oz

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#327water bottle · scenario

golf

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#328water bottle · design

laser engraving

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#329water bottle · function

ice ball

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#330sun hat · style

panama

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#331tank top · function

thumbholes

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#332tank top · design detail

raw edge

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#333tank top · design detail

contrast binding

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#334tank top · design detail

scallop edge

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#335tank top · cut

asymmetric

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#336tank top · design detail

picot trim

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#337tank top · scenario

sleep

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#338tank top · design detail

lettuce hem

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#339tank top · design detail

contrast binding

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#340tank top · style

minimalist

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#341tank top · cut

asymmetric

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#342tank top · cut

twist-back

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#343tank top · scenario

sleep

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#344tank top · cut

square neck

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#345tank top · material

bamboo viscose

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#346water bottle · scenario

golf

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#347water bottle · scenario

pickleball

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#348water bottle · material

copper-coated

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#349water bottle · function

infuser

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#350water bottle · design

holographic

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#351water bottle · capacity

64oz

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#352water bottle · function

ice ball

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#353sun hat · scenario

equestrian

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#354sun hat · function

waterproof

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#355sun hat · aesthetic

preppy

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#356sun hat · material

jute

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#357sun hat · material

linen

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#358sun hat · aesthetic

boho

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#359sun hat · style

bow-tie

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#360tank top · cut

asymmetric

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#361tank top · material

micro modal

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#362tank top · scenario

sleep

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#363tank top · style

minimalist

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#364tank top · design detail

contrast binding

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#365tank top · function

thumbholes

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#366tank top · design detail

picot trim

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#367sun hat · style

panama

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#368sun hat · material

linen

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#369sun hat · material

jute

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#370sun hat · material

paper straw

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#371sun hat · material

nylon

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#372sun hat · aesthetic

boho

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#373sun hat · function

waterproof

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#374sun hat · aesthetic

preppy

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#375sun hat · scenario

equestrian

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#376sun hat · function

waterproof

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#377sun hat · aesthetic

preppy

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#378sun hat · aesthetic

boho

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#379sun hat · material

jute

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#380sun hat · material

linen

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#381sun hat · material

nylon

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#382sun hat · style

bow-tie

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#383sun hat · scenario

equestrian

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#384sun hat · style

panama

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#385sun hat · material

nylon

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#386sun hat · style

safari

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#387tank top · design detail

scallop edge

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#388tank top · cut

twist-back

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#389water bottle · scenario

golf

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#390sun hat · style

panama

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#391water bottle · function

ice ball

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#392water bottle · material

copper-coated

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#393water bottle · capacity

64oz

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#394water bottle · design

holographic

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#395sun hat · material

nylon

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#396sun hat · style

panama

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#397sun hat · material

linen

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#398sun hat · material

jute

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#399sun hat · aesthetic

boho

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#400tank top · style

minimalist

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#401tank top · design detail

contrast binding

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#402tank top · scenario

sleep

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#403tank top · material

mesh

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#404tank top · function

thumbholes

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#405tank top · design detail

picot trim

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#406tank top · design detail

scallop edge

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#407tank top · cut

twist-back

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#408tank top · cut

asymmetric

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#409tank top · material

micro modal

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#410water bottle · material

copper-coated

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#411water bottle · design

holographic

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#412water bottle · capacity

64oz

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#413water bottle · scenario

school

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#414water bottle · function

ice ball

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#415water bottle · scenario

golf

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#416sun hat · function

waterproof

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#417sun hat · aesthetic

preppy

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#418sun hat · scenario

equestrian

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#419tank top · material

micro modal

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#420tank top · cut

asymmetric

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#421tank top · material

mesh

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#422tank top · cut

twist-back

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#423tank top · design detail

picot trim

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#424tank top · design detail

scallop edge

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#425tank top · function

thumbholes

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#426tank top · design detail

contrast binding

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#427sun hat · scenario

equestrian

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#428tank top · design detail

scallop edge

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#429tank top · material

micro modal

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#430water bottle · scenario

school

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#431water bottle · capacity

64oz

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#432water bottle · design

holographic

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#433water bottle · function

ice ball

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#434water bottle · material

copper-coated

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#435water bottle · scenario

golf

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#436tank top · design detail

racerback strap

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#437tank top · scenario

sleep

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#438water bottle · scenario

gym

0.296
confidence 50%
Trend
0.29
Saturation
0.10
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.29, sat=0.10, gap=0.00, fit=0.50. Matched keywords: gym water bottle. 4 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#439tank top · style

coastal

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#440sun hat · function

machine-washable

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#441sun hat · material

paper straw

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#442sun hat · scenario

fishing

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#443sun hat · function

reversible

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#444sun hat · aesthetic

minimalist

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#445sun hat · aesthetic

cottagecore

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#446sun hat · style

fedora

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#447tank top · material

mesh

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#448tank top · design detail

ribbed texture

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#449tank top · material

tencel

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#450tank top · cut

halter

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#451tank top · material

recycled polyester

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#452tank top · material

linen blend

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#453water bottle · design

gradient

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#454water bottle · scenario

car commute

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#455water bottle · scenario

school

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#456water bottle · scenario

kids

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#457water bottle · design

glossy

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#458water bottle · scenario

office

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#459water bottle · capacity

12oz

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#460water bottle · material

glass-lined

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#461tank top · material

merino

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#462tank top · material

supima cotton

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#463tank top · scenario

weight training

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#464tank top · scenario

yoga

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#465tank top · scenario

running

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#466sun hat · material

paper straw

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#467sun hat · style

fedora

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#468sun hat · aesthetic

cottagecore

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 24 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#469sun hat · aesthetic

minimalist

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 24 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#470sun hat · function

machine-washable

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#471tank top · material

tencel

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#472tank top · material

linen blend

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#473tank top · scenario

running

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#474tank top · design detail

ribbed texture

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#475tank top · material

supima cotton

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#476tank top · design detail

raw edge

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#477tank top · cut

halter

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#478water bottle · scenario

office

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#479water bottle · design

gradient

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#480water bottle · capacity

12oz

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#481sun hat · material

paper straw

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#482sun hat · style

fedora

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#483sun hat · aesthetic

cottagecore

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#484sun hat · aesthetic

minimalist

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#485tank top · material

linen blend

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#486tank top · design detail

raw edge

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#487tank top · scenario

running

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#488tank top · cut

halter

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#489tank top · style

minimalist

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#490tank top · design detail

ribbed texture

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#491tank top · material

supima cotton

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#492tank top · material

tencel

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#493tank top · material

recycled polyester

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#494tank top · style

coastal

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 14 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#495water bottle · scenario

office

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#496water bottle · scenario

school

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#497water bottle · design

glossy

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#498water bottle · design

gradient

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#499water bottle · capacity

12oz

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#500sun hat · style

fedora

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#501sun hat · aesthetic

cottagecore

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#502sun hat · function

machine-washable

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#503sun hat · aesthetic

minimalist

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#504tank top · scenario

running

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#505tank top · material

mesh

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#506tank top · style

minimalist

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#507tank top · cut

halter

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#508tank top · material

micro modal

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#509water bottle · scenario

school

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#510water bottle · capacity

12oz

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#511water bottle · design

gradient

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#512sun hat · style

fedora

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#513sun hat · aesthetic

cottagecore

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#514sun hat · function

machine-washable

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#515sun hat · aesthetic

minimalist

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#516tank top · cut

halter

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#517tank top · material

linen blend

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#518tank top · material

tencel

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#519tank top · scenario

running

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#520tank top · material

mesh

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#521tank top · design detail

raw edge

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#522tank top · material

supima cotton

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 15 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#523water bottle · capacity

12oz

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#524water bottle · design

gradient

0.295
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.50. Matched keywords: (none). 2 of 23 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#525sun hat · style

bucket

0.294
confidence 100%
Trend
0.00
Saturation
0.15
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.00, sat=0.15, gap=0.50, fit=0.12. Matched keywords: bucket hat women,reversible bucket hat,cotton bucket hat. 6 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#526sun hat · style

bucket

0.294
confidence 100%
Trend
0.00
Saturation
0.15
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.00, sat=0.15, gap=0.50, fit=0.12. Matched keywords: bucket hat women,reversible bucket hat,cotton bucket hat. 6 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#527sun hat · style

bucket

0.294
confidence 100%
Trend
0.00
Saturation
0.15
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.00, sat=0.15, gap=0.50, fit=0.12. Matched keywords: bucket hat women,reversible bucket hat,cotton bucket hat. 6 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#528sun hat · style

bucket

0.294
confidence 100%
Trend
0.00
Saturation
0.15
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.00, sat=0.15, gap=0.50, fit=0.12. Matched keywords: bucket hat women,reversible bucket hat,cotton bucket hat. 6 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#529tank top · scenario

hot yoga

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#530sun hat · style

boonie

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#531water bottle · design

printed pattern

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#532water bottle · lid type

chug lid

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#533water bottle · design

glossy

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#534tank top · scenario

lounge

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#535tank top · material

recycled polyester

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#536tank top · style

going-out

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#537tank top · scenario

hot yoga

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#538water bottle · function

bottom protector

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#539tank top · material

recycled polyester

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#540tank top · scenario

going-out

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#541tank top · scenario

hot yoga

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#542tank top · style

going-out

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#543tank top · style

coastal

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#544water bottle · function

bottom protector

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#545sun hat · aesthetic

resort

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#546sun hat · function

wind-resistant

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#547sun hat · style

boonie

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#548water bottle · lid type

magnetic

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#549water bottle · lid type

chug lid

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#550water bottle · scenario

outdoor/hiking

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#551water bottle · design

printed pattern

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#552water bottle · lid type

magnetic

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#553water bottle · lid type

chug lid

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#554tank top · cut

racerback

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#555tank top · scenario

lounge

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#556tank top · cut

fitted

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#557tank top · style

going-out

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#558tank top · scenario

hot yoga

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#559water bottle · design

printed pattern

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#560sun hat · function

reversible

0.292
confidence 50%
Trend
0.00
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.05, gap=0.50, fit=0.50. Matched keywords: reversible bucket hat. 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#561sun hat · function

wind-resistant

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#562sun hat · style

boonie

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#563sun hat · scenario

hiking

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#564sun hat · style

boonie

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#565sun hat · scenario

hiking

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#566sun hat · style

boonie

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#567sun hat · function

wind-resistant

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#568sun hat · function

reversible

0.292
confidence 50%
Trend
0.00
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.05, gap=0.50, fit=0.50. Matched keywords: reversible bucket hat. 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#569tank top · style

coastal

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#570sun hat · scenario

hiking

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#571water bottle · scenario

outdoor/hiking

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#572water bottle · function

bottom protector

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#573water bottle · lid type

chug lid

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#574water bottle · lid type

magnetic

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#575water bottle · lid type

wide mouth

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#576tank top · style

going-out

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#577water bottle · scenario

outdoor/hiking

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#578sun hat · function

reversible

0.292
confidence 50%
Trend
0.00
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.05, gap=0.50, fit=0.50. Matched keywords: reversible bucket hat. 2 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#579sun hat · function

wind-resistant

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#580sun hat · function

wind-resistant

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#581sun hat · function

machine-washable

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#582water bottle · function

bottom protector

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#583water bottle · lid type

magnetic

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#584tank top · style

coastal

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#585tank top · scenario

hot yoga

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#586tank top · design detail

ribbed texture

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#587tank top · style

going-out

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#588tank top · scenario

lounge

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#589tank top · cut

fitted

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#590tank top · material

supima cotton

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#591tank top · material

tencel

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#592tank top · material

linen blend

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#593sun hat · scenario

hiking

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#594water bottle · lid type

chug lid

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#595water bottle · design

glossy

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#596water bottle · function

bottom protector

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#597water bottle · lid type

magnetic

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#598water bottle · scenario

office

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#599water bottle · design

printed pattern

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#600water bottle · scenario

outdoor/hiking

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#601water bottle · lid type

wide mouth

0.292
confidence 50%
Trend
0.31
Saturation
0.17
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.31, sat=0.17, gap=0.00, fit=0.50. Matched keywords: wide mouth insulated bottle. 7 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#602tank top · style

basic

0.291
confidence 50%
Trend
0.22
Saturation
0.13
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.22, sat=0.12, gap=0.50, fit=0.12. Matched keywords: basic ribbed tank. 5 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#603tank top · scenario

going-out

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#604tank top · function

anti-odor

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#605sun hat · aesthetic

resort

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#606water bottle · design

color-block

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#607tank top · scenario

travel

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#608tank top · scenario

going-out

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#609tank top · scenario

lounge

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#610tank top · function

anti-odor

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#611tank top · cut

fitted

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#612tank top · style

vintage

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#613sun hat · scenario

tennis

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#614water bottle · scenario

travel

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#615tank top · scenario

travel

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#616tank top · design detail

ribbed texture

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#617tank top · scenario

lounge

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#618tank top · scenario

travel

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#619tank top · function

anti-odor

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#620tank top · design detail

raw edge

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#621tank top · function

anti-odor

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#622tank top · cut

boxy

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#623tank top · material

recycled polyester

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#624tank top · style

vintage

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#625tank top · scenario

going-out

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#626tank top · style

vintage

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#627tank top · cut

fitted

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#628tank top · style

vintage

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#629water bottle · scenario

travel

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#630sun hat · aesthetic

resort

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#631sun hat · scenario

festival

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#632water bottle · lid type

screw cap

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#633sun hat · scenario

festival

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#634tank top · function

anti-odor

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#635sun hat · scenario

tennis

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#636sun hat · scenario

tennis

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#637sun hat · scenario

hiking

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#638sun hat · scenario

tennis

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#639sun hat · aesthetic

resort

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#640sun hat · scenario

tennis

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#641tank top · style

vintage

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#642water bottle · lid type

screw cap

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#643water bottle · lid type

screw cap

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#644water bottle · lid type

screw cap

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#645water bottle · scenario

travel

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#646water bottle · scenario

office

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#647sun hat · aesthetic

resort

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#648water bottle · design

glossy

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#649water bottle · lid type

screw cap

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#650water bottle · function

carry strap

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#651water bottle · design

color-block

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#652water bottle · design

printed pattern

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#653tank top · scenario

travel

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#654tank top · function

no-show under clothing

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.50, fit=0.50. Matched keywords: (none). 4 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#655tank top · function

shelf bra

0.287
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.40
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.40, fit=0.50. Matched keywords: (none). 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#656water bottle · scenario

travel

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#657tank top · cut

cropped

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#658tank top · scenario

travel

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#659tank top · cut

V-neck

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#660sun hat · scenario

festival

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#661tank top · scenario

going-out

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#662tank top · cut

V-neck

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#663water bottle · lid type

push-button

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#664water bottle · capacity

16oz

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#665water bottle · lid type

push-button

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#666water bottle · material

316L stainless steel

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#667water bottle · function

dishwasher safe

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#668water bottle · scenario

travel

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#669water bottle · scenario

gym

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#670water bottle · function

carry strap

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#671water bottle · capacity

16oz

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#672water bottle · lid type

push-button

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#673tank top · cut

V-neck

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#674tank top · cut

V-neck

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#675water bottle · function

carry strap

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#676water bottle · scenario

outdoor/hiking

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#677tank top · cut

fitted

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#678tank top · cut

V-neck

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#679sun hat · scenario

festival

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#680water bottle · lid type

push-button

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#681water bottle · capacity

16oz

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 22 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#682sun hat · aesthetic

coastal grandmother

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#683water bottle · function

carry strap

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#684water bottle · function

dishwasher safe

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#685water bottle · lid type

push-button

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#686water bottle · capacity

16oz

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#687water bottle · capacity

16oz

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#688water bottle · scenario

car commute

0.287
confidence 50%
Trend
0.01
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.01, sat=0.10, gap=0.50, fit=0.50. Matched keywords: car cup holder bottle. 4 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#689water bottle · capacity

24oz

0.287
confidence 50%
Trend
0.41
Saturation
0.40
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.41, sat=0.40, gap=0.00, fit=0.50. Matched keywords: 24oz water bottle. 16 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#690sun hat · scenario

travel

0.286
confidence 50%
Trend
0.07
Saturation
0.23
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.07, sat=0.23, gap=0.50, fit=0.50. Matched keywords: travel sun hat. 9 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#691sun hat · material

seagrass

0.286
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.88. Matched keywords: (none). 1 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#692water bottle · lid type

straw lid

0.286
confidence 50%
Trend
0.35
Saturation
0.30
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.35, sat=0.30, gap=0.00, fit=0.50. Matched keywords: insulated water bottle straw. 12 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#693water bottle · function

fits car cup holder

0.285
confidence 50%
Trend
0.00
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.10, gap=0.50, fit=0.50. Matched keywords: car cup holder bottle. 4 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#694water bottle · scenario

car commute

0.285
confidence 50%
Trend
0.00
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.10, gap=0.50, fit=0.50. Matched keywords: car cup holder bottle. 4 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#695sun hat · scenario

beach

0.285
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.50. Matched keywords: (none). 6 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#696sun hat · scenario

beach

0.285
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.50. Matched keywords: (none). 6 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#697water bottle · function

dishwasher safe

0.285
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.50. Matched keywords: (none). 6 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#698sun hat · scenario

beach

0.285
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.50. Matched keywords: (none). 6 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#699tank top · cut

scoop neck

0.285
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.50. Matched keywords: (none). 6 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#700tank top · cut

scoop neck

0.285
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.50. Matched keywords: (none). 6 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#701tank top · cut

scoop neck

0.285
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.50. Matched keywords: (none). 6 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#702sun hat · aesthetic

coastal grandmother

0.285
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.50. Matched keywords: (none). 6 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#703sun hat · scenario

festival

0.285
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.50. Matched keywords: (none). 6 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#704water bottle · function

dishwasher safe

0.285
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.50. Matched keywords: (none). 6 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#705water bottle · function

carry strap

0.285
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.50. Matched keywords: (none). 6 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#706tank top · cut

scoop neck

0.285
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.50. Matched keywords: (none). 6 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#707water bottle · function

dishwasher safe

0.285
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.50. Matched keywords: (none). 6 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#708water bottle · function

fits car cup holder

0.284
confidence 50%
Trend
0.01
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.01, sat=0.12, gap=0.50, fit=0.50. Matched keywords: car cup holder bottle. 5 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#709tank top · cut

cropped

0.284
confidence 50%
Trend
0.26
Saturation
0.13
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.26, sat=0.13, gap=0.00, fit=0.50. Matched keywords: cropped tank top. 5 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#710tank top · design detail

lettuce hem

0.283
confidence 50%
Trend
0.21
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.21, sat=0.03, gap=0.00, fit=0.50. Matched keywords: lettuce hem tank. 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#711sun hat · scenario

beach

0.282
confidence 0%
Trend
0.50
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.17, gap=0.50, fit=0.50. Matched keywords: (none). 7 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#712tank top · function

moisture wicking

0.282
confidence 0%
Trend
0.50
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.17, gap=0.50, fit=0.50. Matched keywords: (none). 7 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#713tank top · function

moisture wicking

0.282
confidence 0%
Trend
0.50
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.17, gap=0.50, fit=0.50. Matched keywords: (none). 7 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#714tank top · function

moisture wicking

0.282
confidence 0%
Trend
0.50
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.17, gap=0.50, fit=0.50. Matched keywords: (none). 7 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#715water bottle · lid type

flip lid

0.282
confidence 0%
Trend
0.50
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.17, gap=0.50, fit=0.50. Matched keywords: (none). 7 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#716sun hat · material

wheat straw

0.282
confidence 0%
Trend
0.50
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.17, gap=0.50, fit=0.50. Matched keywords: (none). 7 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#717tank top · cut

scoop neck

0.282
confidence 0%
Trend
0.50
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.17, gap=0.50, fit=0.50. Matched keywords: (none). 7 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#718tank top · function

shelf bra

0.281
confidence 50%
Trend
0.00
Saturation
0.03
Quality gap
0.40
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.03, gap=0.40, fit=0.50. Matched keywords: shelf bra tank. 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#719tank top · style

athleisure

0.280
confidence 0%
Trend
0.50
Saturation
0.08
Quality gap
0.00
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.08, gap=0.00, fit=0.88. Matched keywords: (none). 3 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#720water bottle · capacity

20oz

0.280
confidence 0%
Trend
0.50
Saturation
0.20
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.20, gap=0.50, fit=0.50. Matched keywords: (none). 8 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#721water bottle · capacity

20oz

0.280
confidence 0%
Trend
0.50
Saturation
0.20
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.20, gap=0.50, fit=0.50. Matched keywords: (none). 8 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#722sun hat · scenario

everyday

0.280
confidence 0%
Trend
0.50
Saturation
0.20
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.20, gap=0.50, fit=0.50. Matched keywords: (none). 8 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#723water bottle · capacity

20oz

0.280
confidence 0%
Trend
0.50
Saturation
0.20
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.20, gap=0.50, fit=0.50. Matched keywords: (none). 8 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#724water bottle · capacity

20oz

0.280
confidence 0%
Trend
0.50
Saturation
0.20
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.20, gap=0.50, fit=0.50. Matched keywords: (none). 8 of 22 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#725sun hat · scenario

everyday

0.280
confidence 0%
Trend
0.50
Saturation
0.20
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.20, gap=0.50, fit=0.50. Matched keywords: (none). 8 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#726water bottle · capacity

20oz

0.280
confidence 0%
Trend
0.50
Saturation
0.20
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.20, gap=0.50, fit=0.50. Matched keywords: (none). 8 of 22 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#727tank top · function

moisture wicking

0.280
confidence 0%
Trend
0.50
Saturation
0.20
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.20, gap=0.50, fit=0.50. Matched keywords: (none). 8 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#728tank top · function

moisture wicking

0.280
confidence 0%
Trend
0.50
Saturation
0.20
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.20, gap=0.50, fit=0.50. Matched keywords: (none). 8 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#729sun hat · scenario

everyday

0.280
confidence 0%
Trend
0.50
Saturation
0.20
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.20, gap=0.50, fit=0.50. Matched keywords: (none). 8 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#730water bottle · design

matte finish

0.280
confidence 0%
Trend
0.50
Saturation
0.20
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.20, gap=0.50, fit=0.50. Matched keywords: (none). 8 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#731sun hat · scenario

everyday

0.280
confidence 0%
Trend
0.50
Saturation
0.20
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.20, gap=0.50, fit=0.50. Matched keywords: (none). 8 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#732sun hat · scenario

everyday

0.278
confidence 0%
Trend
0.50
Saturation
0.23
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.23, gap=0.50, fit=0.50. Matched keywords: (none). 9 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#733sun hat · scenario

beach

0.278
confidence 0%
Trend
0.50
Saturation
0.23
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.23, gap=0.50, fit=0.50. Matched keywords: (none). 9 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#734water bottle · function

fits car cup holder

0.278
confidence 0%
Trend
0.50
Saturation
0.23
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.23, gap=0.50, fit=0.50. Matched keywords: (none). 9 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#735tank top · function

shelf bra

0.278
confidence 50%
Trend
0.00
Saturation
0.05
Quality gap
0.40
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.05, gap=0.40, fit=0.50. Matched keywords: shelf bra tank. 2 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#736sun hat · style

packable foldable

0.278
confidence 50%
Trend
0.00
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.15, gap=0.50, fit=0.50. Matched keywords: packable sun hat. 6 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#737tank top · function

shelf bra

0.278
confidence 50%
Trend
0.00
Saturation
0.05
Quality gap
0.40
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.05, gap=0.40, fit=0.50. Matched keywords: shelf bra tank. 2 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#738sun hat · material

polyester

0.275
confidence 0%
Trend
0.50
Saturation
0.25
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.25, gap=0.50, fit=0.50. Matched keywords: (none). 10 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#739sun hat · material

polyester

0.275
confidence 0%
Trend
0.50
Saturation
0.25
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.25, gap=0.50, fit=0.50. Matched keywords: (none). 10 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#740water bottle · function

BPA-free

0.275
confidence 0%
Trend
0.50
Saturation
0.25
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.25, gap=0.50, fit=0.50. Matched keywords: (none). 10 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#741sun hat · material

polyester

0.275
confidence 0%
Trend
0.50
Saturation
0.25
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.25, gap=0.50, fit=0.50. Matched keywords: (none). 10 of 22 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#742sun hat · material

polyester

0.275
confidence 0%
Trend
0.50
Saturation
0.25
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.25, gap=0.50, fit=0.50. Matched keywords: (none). 10 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#743water bottle · function

BPA-free

0.275
confidence 0%
Trend
0.50
Saturation
0.25
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.25, gap=0.50, fit=0.50. Matched keywords: (none). 10 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#744sun hat · aesthetic

western

0.275
confidence 50%
Trend
0.00
Saturation
0.05
Quality gap
0.00
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.05, gap=0.00, fit=0.88. Matched keywords: western straw hat. 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#745sun hat · style

cowboy

0.275
confidence 50%
Trend
0.00
Saturation
0.05
Quality gap
0.00
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.05, gap=0.00, fit=0.88. Matched keywords: western straw hat. 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#746tank top · function

shelf bra

0.274
confidence 50%
Trend
0.00
Saturation
0.07
Quality gap
0.40
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.07, gap=0.40, fit=0.50. Matched keywords: shelf bra tank. 3 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#747tank top · cut

square neck

0.273
confidence 50%
Trend
0.18
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.18, sat=0.03, gap=0.00, fit=0.50. Matched keywords: square neck tank. 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#748water bottle · function

BPA-free

0.273
confidence 0%
Trend
0.50
Saturation
0.28
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.28, gap=0.50, fit=0.50. Matched keywords: (none). 11 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#749sun hat · material

polyester

0.273
confidence 0%
Trend
0.50
Saturation
0.28
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.28, gap=0.50, fit=0.50. Matched keywords: (none). 11 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#750water bottle · function

BPA-free

0.273
confidence 0%
Trend
0.50
Saturation
0.28
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.28, gap=0.50, fit=0.50. Matched keywords: (none). 11 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#751sun hat · function

adjustable chin strap

0.273
confidence 0%
Trend
0.50
Saturation
0.28
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.28, gap=0.50, fit=0.50. Matched keywords: (none). 11 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#752water bottle · lid type

straw lid

0.273
confidence 0%
Trend
0.50
Saturation
0.28
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.28, gap=0.50, fit=0.50. Matched keywords: (none). 11 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#753sun hat · scenario

travel

0.272
confidence 50%
Trend
0.30
Saturation
0.28
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.30, sat=0.28, gap=0.00, fit=0.50. Matched keywords: travel sun hat. 11 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#754sun hat · material

cotton canvas

0.270
confidence 50%
Trend
0.00
Saturation
0.20
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.20, gap=0.50, fit=0.50. Matched keywords: cotton bucket hat. 8 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#755sun hat · function

adjustable chin strap

0.270
confidence 0%
Trend
0.50
Saturation
0.30
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.30, gap=0.50, fit=0.50. Matched keywords: (none). 12 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#756sun hat · function

UPF50+

0.270
confidence 0%
Trend
0.50
Saturation
0.30
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.30, gap=0.50, fit=0.50. Matched keywords: (none). 12 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#757sun hat · function

adjustable chin strap

0.270
confidence 0%
Trend
0.50
Saturation
0.30
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.30, gap=0.50, fit=0.50. Matched keywords: (none). 12 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#758sun hat · function

adjustable chin strap

0.270
confidence 0%
Trend
0.50
Saturation
0.30
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.30, gap=0.50, fit=0.50. Matched keywords: (none). 12 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#759water bottle · design

matte finish

0.270
confidence 0%
Trend
0.50
Saturation
0.30
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.30, gap=0.50, fit=0.50. Matched keywords: (none). 12 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#760water bottle · design

matte finish

0.270
confidence 0%
Trend
0.50
Saturation
0.30
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.30, gap=0.50, fit=0.50. Matched keywords: (none). 12 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#761water bottle · design

matte finish

0.270
confidence 0%
Trend
0.50
Saturation
0.30
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.30, gap=0.50, fit=0.50. Matched keywords: (none). 12 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#762water bottle · design

matte finish

0.268
confidence 0%
Trend
0.50
Saturation
0.33
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.33, gap=0.50, fit=0.50. Matched keywords: (none). 13 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#763water bottle · function

BPA-free

0.268
confidence 0%
Trend
0.50
Saturation
0.33
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.33, gap=0.50, fit=0.50. Matched keywords: (none). 13 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#764sun hat · function

adjustable chin strap

0.268
confidence 0%
Trend
0.50
Saturation
0.33
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.33, gap=0.50, fit=0.50. Matched keywords: (none). 13 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#765sun hat · style

visor

0.267
confidence 50%
Trend
0.00
Saturation
0.10
Quality gap
0.00
Strategic fit
0.88
Expand AI thinking

Score: trend=0.00, sat=0.10, gap=0.00, fit=0.88. Matched keywords: visor women. 4 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#766water bottle · capacity

40oz

0.267
confidence 50%
Trend
0.15
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.15, sat=0.03, gap=0.00, fit=0.50. Matched keywords: 40oz tumbler with handle. 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#767tank top · style

Y2K

0.267
confidence 50%
Trend
0.35
Saturation
0.03
Quality gap
0.00
Strategic fit
0.12
Expand AI thinking

Score: trend=0.35, sat=0.03, gap=0.00, fit=0.12. Matched keywords: Y2K tank top. 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#768tank top · style

Y2K

0.267
confidence 50%
Trend
0.09
Saturation
0.03
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.09, sat=0.03, gap=0.50, fit=0.12. Matched keywords: Y2K tank top. 1 of 15 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#769sun hat · material

cotton canvas

0.266
confidence 50%
Trend
0.00
Saturation
0.23
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.23, gap=0.50, fit=0.50. Matched keywords: cotton bucket hat. 9 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#770sun hat · material

cotton canvas

0.266
confidence 50%
Trend
0.00
Saturation
0.23
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.23, gap=0.50, fit=0.50. Matched keywords: cotton bucket hat. 9 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#771sun hat · material

cotton canvas

0.266
confidence 50%
Trend
0.00
Saturation
0.23
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.23, gap=0.50, fit=0.50. Matched keywords: cotton bucket hat. 9 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#772sun hat · material

cotton canvas

0.266
confidence 50%
Trend
0.00
Saturation
0.23
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.23, gap=0.50, fit=0.50. Matched keywords: cotton bucket hat. 9 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#773water bottle · function

leak-proof

0.265
confidence 0%
Trend
0.50
Saturation
0.35
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.35, gap=0.50, fit=0.50. Matched keywords: (none). 14 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#774tank top · style

Y2K

0.259
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.12. Matched keywords: (none). 1 of 14 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#775sun hat · aesthetic

Y2K

0.259
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.50, fit=0.12. Matched keywords: (none). 1 of 24 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#776water bottle · function

infuser

0.259
confidence 50%
Trend
0.13
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.13, sat=0.03, gap=0.00, fit=0.50. Matched keywords: infuser water bottle. 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#777sun hat · aesthetic

Y2K

0.257
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.12. Matched keywords: (none). 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#778sun hat · aesthetic

Y2K

0.257
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.12. Matched keywords: (none). 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#779sun hat · aesthetic

Y2K

0.257
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.12. Matched keywords: (none). 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#780sun hat · aesthetic

Y2K

0.257
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.50, fit=0.12. Matched keywords: (none). 2 of 22 listings carry this.

0 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#781tank top · style

basic

0.255
confidence 50%
Trend
0.38
Saturation
0.18
Quality gap
0.00
Strategic fit
0.12
Expand AI thinking

Score: trend=0.38, sat=0.18, gap=0.00, fit=0.12. Matched keywords: basic ribbed tank. 7 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#782water bottle · function

handle

0.252
confidence 50%
Trend
0.15
Saturation
0.13
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.15, sat=0.12, gap=0.00, fit=0.50. Matched keywords: 40oz tumbler with handle. 5 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#783tank top · design detail

racerback strap

0.250
confidence 0%
Trend
0.50
Saturation
0.00
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.00, gap=0.00, fit=0.50. Matched keywords: (none). 0 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#784sun hat · aesthetic

boho

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#785water bottle · design

holographic

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#786water bottle · capacity

64oz

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#787water bottle · scenario

golf

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#788water bottle · design

custom monogram

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#789water bottle · function

ice ball

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#790water bottle · material

copper-coated

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#791sun hat · material

nylon

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#792sun hat · scenario

equestrian

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#793sun hat · style

panama

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#794sun hat · aesthetic

preppy

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#795sun hat · material

paper straw

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#796sun hat · material

linen

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#797sun hat · function

waterproof

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#798sun hat · material

jute

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#799tank top · style

minimalist

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#800tank top · material

micro modal

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#801tank top · design detail

contrast binding

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#802tank top · design detail

raw edge

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#803tank top · material

linen blend

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#804tank top · cut

asymmetric

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#805tank top · cut

side-tie

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#806tank top · design detail

scallop edge

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#807tank top · style

coastal

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#808tank top · material

recycled polyester

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#809tank top · function

thumbholes

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#810tank top · design detail

picot trim

0.247
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.03, gap=0.00, fit=0.50. Matched keywords: (none). 1 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#811tank top · style

basic

0.247
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.12. Matched keywords: (none). 6 of 14 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#812sun hat · style

fedora

0.245
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.00, fit=0.50. Matched keywords: (none). 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#813water bottle · design

gradient

0.245
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.00, fit=0.50. Matched keywords: (none). 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#814sun hat · aesthetic

minimalist

0.245
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.00, fit=0.50. Matched keywords: (none). 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#815sun hat · aesthetic

cottagecore

0.245
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.00, fit=0.50. Matched keywords: (none). 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#816water bottle · material

304 stainless steel

0.245
confidence 0%
Trend
0.50
Saturation
0.55
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.55, gap=0.50, fit=0.50. Matched keywords: (none). 22 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#817sun hat · function

machine-washable

0.245
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.00, fit=0.50. Matched keywords: (none). 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#818water bottle · design

laser engraving

0.245
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.00, fit=0.50. Matched keywords: (none). 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#819sun hat · style

wide brim

0.245
confidence 0%
Trend
0.50
Saturation
0.55
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.55, gap=0.50, fit=0.50. Matched keywords: (none). 22 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#820water bottle · capacity

12oz

0.245
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.00, fit=0.50. Matched keywords: (none). 2 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#821water bottle · material

304 stainless steel

0.245
confidence 0%
Trend
0.50
Saturation
0.55
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.55, gap=0.50, fit=0.50. Matched keywords: (none). 22 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#822tank top · material

supima cotton

0.245
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.00, fit=0.50. Matched keywords: (none). 2 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#823tank top · material

mesh

0.245
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.00, fit=0.50. Matched keywords: (none). 2 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#824tank top · cut

twist-back

0.245
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.00, fit=0.50. Matched keywords: (none). 2 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#825tank top · material

tencel

0.245
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.00, fit=0.50. Matched keywords: (none). 2 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#826tank top · scenario

running

0.245
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.00, fit=0.50. Matched keywords: (none). 2 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#827tank top · scenario

lounge

0.245
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.00, fit=0.50. Matched keywords: (none). 2 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#828tank top · scenario

sleep

0.245
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.00, fit=0.50. Matched keywords: (none). 2 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#829tank top · scenario

going-out

0.245
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.00, fit=0.50. Matched keywords: (none). 2 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#830tank top · cut

halter

0.245
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.00, fit=0.50. Matched keywords: (none). 2 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#831water bottle · capacity

32oz

0.244
confidence 0%
Trend
0.50
Saturation
0.17
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.17, gap=0.50, fit=0.12. Matched keywords: (none). 7 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#832water bottle · capacity

32oz

0.244
confidence 0%
Trend
0.50
Saturation
0.17
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.17, gap=0.50, fit=0.12. Matched keywords: (none). 7 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#833water bottle · capacity

32oz

0.244
confidence 0%
Trend
0.50
Saturation
0.17
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.17, gap=0.50, fit=0.12. Matched keywords: (none). 7 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#834water bottle · capacity

32oz

0.244
confidence 0%
Trend
0.50
Saturation
0.17
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.17, gap=0.50, fit=0.12. Matched keywords: (none). 7 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#835water bottle · capacity

32oz

0.244
confidence 0%
Trend
0.50
Saturation
0.17
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.17, gap=0.50, fit=0.12. Matched keywords: (none). 7 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#836water bottle · lid type

chug lid

0.242
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.00, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#837water bottle · design

glossy

0.242
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.00, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#838water bottle · scenario

outdoor/hiking

0.242
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.00, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#839water bottle · material

304 stainless steel

0.242
confidence 0%
Trend
0.50
Saturation
0.57
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.57, gap=0.50, fit=0.50. Matched keywords: (none). 23 of 23 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#840water bottle · material

304 stainless steel

0.242
confidence 0%
Trend
0.50
Saturation
0.57
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.57, gap=0.50, fit=0.50. Matched keywords: (none). 23 of 23 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#841water bottle · material

304 stainless steel

0.242
confidence 0%
Trend
0.50
Saturation
0.57
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.57, gap=0.50, fit=0.50. Matched keywords: (none). 23 of 23 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#842sun hat · style

boonie

0.242
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.00, fit=0.50. Matched keywords: (none). 3 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#843sun hat · function

wind-resistant

0.242
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.00, fit=0.50. Matched keywords: (none). 3 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#844sun hat · aesthetic

resort

0.242
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.00, fit=0.50. Matched keywords: (none). 3 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#845water bottle · design

printed pattern

0.242
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.00, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#846water bottle · scenario

travel

0.242
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.00, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#847water bottle · lid type

magnetic

0.242
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.00, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#848water bottle · function

bottom protector

0.242
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.00, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#849tank top · design detail

ribbed texture

0.242
confidence 0%
Trend
0.50
Saturation
0.08
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.08, gap=0.00, fit=0.50. Matched keywords: (none). 3 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#850tank top · scenario

hot yoga

0.242
confidence 0%
Trend
0.50
Saturation
0.08
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.08, gap=0.00, fit=0.50. Matched keywords: (none). 3 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#851sun hat · scenario

tennis

0.240
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.00, fit=0.50. Matched keywords: (none). 4 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#852water bottle · scenario

school

0.240
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.00, fit=0.50. Matched keywords: (none). 4 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#853water bottle · lid type

screw cap

0.240
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.00, fit=0.50. Matched keywords: (none). 4 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#854sun hat · scenario

hiking

0.240
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.00, fit=0.50. Matched keywords: (none). 4 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#855tank top · scenario

travel

0.240
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.00, fit=0.50. Matched keywords: (none). 4 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#856tank top · cut

fitted

0.240
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.00, fit=0.50. Matched keywords: (none). 4 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#857tank top · function

anti-odor

0.240
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.00, fit=0.50. Matched keywords: (none). 4 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#858tank top · style

vintage

0.240
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.00, fit=0.50. Matched keywords: (none). 4 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#859tank top · cut

V-neck

0.240
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.10, gap=0.00, fit=0.50. Matched keywords: (none). 4 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#860water bottle · lid type

flip lid

0.239
confidence 50%
Trend
0.16
Saturation
0.23
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.16, sat=0.23, gap=0.00, fit=0.50. Matched keywords: flip lid water bottle. 9 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#861water bottle · scenario

office

0.237
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.00, fit=0.50. Matched keywords: (none). 5 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#862water bottle · capacity

16oz

0.237
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.00, fit=0.50. Matched keywords: (none). 5 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#863sun hat · scenario

festival

0.237
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.00, fit=0.50. Matched keywords: (none). 5 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#864water bottle · lid type

push-button

0.237
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.00, fit=0.50. Matched keywords: (none). 5 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#865sun hat · function

reversible

0.237
confidence 50%
Trend
0.07
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.07, sat=0.05, gap=0.00, fit=0.50. Matched keywords: reversible bucket hat. 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#866tank top · cut

scoop neck

0.237
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.13, gap=0.00, fit=0.50. Matched keywords: (none). 5 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#867tank top · style

going-out

0.237
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.13, gap=0.00, fit=0.50. Matched keywords: (none). 5 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#868tank top · function

shelf bra

0.235
confidence 50%
Trend
0.00
Saturation
0.18
Quality gap
0.25
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.18, gap=0.25, fit=0.50. Matched keywords: shelf bra tank. 7 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#869water bottle · function

dishwasher safe

0.235
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.00, fit=0.50. Matched keywords: (none). 6 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#870water bottle · function

BPA-free

0.235
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.00, fit=0.50. Matched keywords: (none). 6 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#871tank top · function

moisture wicking

0.232
confidence 0%
Trend
0.50
Saturation
0.18
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.18, gap=0.00, fit=0.50. Matched keywords: (none). 7 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#872water bottle · capacity

20oz

0.230
confidence 0%
Trend
0.50
Saturation
0.20
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.20, gap=0.00, fit=0.50. Matched keywords: (none). 8 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#873sun hat · scenario

beach

0.230
confidence 0%
Trend
0.50
Saturation
0.20
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.20, gap=0.00, fit=0.50. Matched keywords: (none). 8 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#874tank top · material

cotton

0.229
confidence 0%
Trend
0.50
Saturation
0.33
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.33, gap=0.50, fit=0.12. Matched keywords: (none). 13 of 14 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#875tank top · material

cotton

0.229
confidence 0%
Trend
0.50
Saturation
0.33
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.33, gap=0.50, fit=0.12. Matched keywords: (none). 13 of 15 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#876water bottle · design

matte finish

0.228
confidence 0%
Trend
0.50
Saturation
0.23
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.23, gap=0.00, fit=0.50. Matched keywords: (none). 9 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#877sun hat · scenario

everyday

0.228
confidence 0%
Trend
0.50
Saturation
0.23
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.23, gap=0.00, fit=0.50. Matched keywords: (none). 9 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#878water bottle · function

carry strap

0.228
confidence 0%
Trend
0.50
Saturation
0.23
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.23, gap=0.00, fit=0.50. Matched keywords: (none). 9 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#879tank top · material

cotton

0.227
confidence 0%
Trend
0.50
Saturation
0.35
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.35, gap=0.50, fit=0.12. Matched keywords: (none). 14 of 14 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#880tank top · material

cotton

0.227
confidence 0%
Trend
0.50
Saturation
0.35
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.35, gap=0.50, fit=0.12. Matched keywords: (none). 14 of 14 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#881tank top · material

cotton

0.227
confidence 0%
Trend
0.50
Saturation
0.35
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.35, gap=0.50, fit=0.12. Matched keywords: (none). 14 of 15 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#882sun hat · function

packable

0.225
confidence 50%
Trend
0.00
Saturation
0.20
Quality gap
0.20
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.20, gap=0.20, fit=0.50. Matched keywords: packable sun hat. 8 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#883sun hat · function

adjustable chin strap

0.223
confidence 0%
Trend
0.50
Saturation
0.28
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.28, gap=0.00, fit=0.50. Matched keywords: (none). 11 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#884sun hat · material

polyester

0.223
confidence 0%
Trend
0.50
Saturation
0.28
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.28, gap=0.00, fit=0.50. Matched keywords: (none). 11 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#885sun hat · style

bucket

0.220
confidence 50%
Trend
0.00
Saturation
0.15
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.00, sat=0.15, gap=0.50, fit=0.12. Matched keywords: cotton bucket hat. 6 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#886sun hat · style

wide brim

0.217
confidence 50%
Trend
0.00
Saturation
0.55
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.55, gap=0.50, fit=0.50. Matched keywords: wide brim straw hat. 22 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#887sun hat · style

wide brim

0.217
confidence 50%
Trend
0.00
Saturation
0.55
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.55, gap=0.50, fit=0.50. Matched keywords: wide brim straw hat. 22 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#888sun hat · style

wide brim

0.217
confidence 50%
Trend
0.00
Saturation
0.55
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.55, gap=0.50, fit=0.50. Matched keywords: wide brim straw hat. 22 of 22 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#889tank top · scenario

weight training

0.217
confidence 50%
Trend
0.00
Saturation
0.05
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.05, gap=0.00, fit=0.50. Matched keywords: workout tank built in bra. 2 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#890sun hat · style

wide brim

0.210
confidence 50%
Trend
0.00
Saturation
0.60
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.60, gap=0.50, fit=0.50. Matched keywords: wide brim straw hat. 24 of 24 listings carry this.

◐ 2 of 3 sources — early-validated. Awaiting Amazon (W9-W10).

scoring/opportunity.py v0.1

#891water bottle · function

fits car cup holder

0.209
confidence 50%
Trend
0.01
Saturation
0.13
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.01, sat=0.12, gap=0.00, fit=0.50. Matched keywords: car cup holder bottle. 5 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#892water bottle · scenario

car commute

0.209
confidence 50%
Trend
0.01
Saturation
0.13
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.01, sat=0.12, gap=0.00, fit=0.50. Matched keywords: car cup holder bottle. 5 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#893sun hat · aesthetic

Y2K

0.207
confidence 0%
Trend
0.50
Saturation
0.05
Quality gap
0.00
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.05, gap=0.00, fit=0.12. Matched keywords: (none). 2 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#894sun hat · style

packable foldable

0.203
confidence 50%
Trend
0.00
Saturation
0.15
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.15, gap=0.00, fit=0.50. Matched keywords: packable sun hat. 6 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#895sun hat · material

cotton canvas

0.195
confidence 50%
Trend
0.00
Saturation
0.20
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.20, gap=0.00, fit=0.50. Matched keywords: cotton bucket hat. 8 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#896water bottle · capacity

32oz

0.194
confidence 0%
Trend
0.50
Saturation
0.17
Quality gap
0.00
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.17, gap=0.00, fit=0.12. Matched keywords: (none). 7 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#897sun hat · style

bucket

0.194
confidence 100%
Trend
0.00
Saturation
0.15
Quality gap
0.00
Strategic fit
0.12
Expand AI thinking

Score: trend=0.00, sat=0.15, gap=0.00, fit=0.12. Matched keywords: bucket hat women,reversible bucket hat,cotton bucket hat. 6 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#898water bottle · material

304 stainless steel

0.193
confidence 0%
Trend
0.50
Saturation
0.57
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.57, gap=0.00, fit=0.50. Matched keywords: (none). 23 of 23 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#899tank top · material

cotton

0.184
confidence 0%
Trend
0.50
Saturation
0.28
Quality gap
0.00
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.28, gap=0.00, fit=0.12. Matched keywords: (none). 11 of 13 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

#900sun hat · style

wide brim

0.135
confidence 50%
Trend
0.00
Saturation
0.60
Quality gap
0.00
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.60, gap=0.00, fit=0.50. Matched keywords: wide brim straw hat. 24 of 24 listings carry this.

1 of 3 sources — preliminary. No Reddit signal this week.

scoring/opportunity.py v0.1

— scoring/opportunity.py v0.1 · 4-factor weighted: 0.40 trend + 0.20 (1-saturation) + 0.20 quality gap + 0.20 strategic fit. Final = aggregate × (0.5 + 0.5 × confidence).