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 validation9 validated (≥3 sources)116 early-validated (2 sources)325 preliminary (1 source)Reddit live (W8); Amazon arrives W9-W10 to cross the 3-source bar.
Cat
Dim
Conf
showing 450 / 450
#1water 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

#2tank 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

#3water 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

#4tank 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

#5tank 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

#6water 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

#7tank 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

#8tank 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

#9tank 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

#10tank 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

#11sun 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

#12sun 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

#13water 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

#14tank 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

#15tank 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

#16sun 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

#17tank 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

#18water 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

#19sun 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

#20tank 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

#21water 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

#22water 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

#23water 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

#24tank 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

#25sun 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

#26tank 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

#27sun 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

#28tank 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

#29sun 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

#30sun 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

#31tank 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

#32sun 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

#33sun 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

#34water 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

#35sun 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

#36sun 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

#37sun 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

#38sun 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

#39sun 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

#40sun 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

#41tank 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

#42water 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

#43tank 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

#44water 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

#45sun 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

#46water 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

#47tank 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

#48water 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

#49water 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

#50tank 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

#51water 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

#52water 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

#53tank 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

#54sun 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

#55sun 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

#56sun 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

#57water 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

#58tank 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

#59tank 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

#60water 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

#61water 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

#62water 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

#63sun 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

#64tank 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

#65sun 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

#66water 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

#67tank 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

#68water 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

#69tank 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

#70sun 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

#71sun 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

#72sun 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

#73tank 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

#74sun 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

#75tank 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

#76sun 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

#77sun 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

#78sun 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

#79tank 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

#80water 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

#81water 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

#82water 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

#83sun 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

#84sun 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

#85sun 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

#86tank 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

#87tank 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

#88tank 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

#89sun 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

#90water 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

#91sun 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

#92sun 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

#93sun 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

#94sun 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

#95sun 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

#96sun 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

#97tank 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

#98sun 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

#99sun 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

#100sun 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

#101sun 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

#102tank 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

#103sun 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

#104water 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

#105water 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

#106water 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

#107tank 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

#108tank 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

#109tank 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

#110sun 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

#111water 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

#112water 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

#113water 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

#114tank 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

#115tank 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

#116water 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

#117tank 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

#118tank 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

#119tank 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

#120tank 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

#121water 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

#122tank 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

#123tank 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

#124sun 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

#125water 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

#126sun 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

#127sun 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

#128water 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

#129tank 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

#130water 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

#131water 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

#132tank 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

#133tank 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

#134sun 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

#135sun 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

#136sun 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

#137sun 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

#138sun 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

#139sun 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

#140sun 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

#141sun 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

#142sun 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

#143sun 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

#144tank 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

#145tank 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

#146tank 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

#147water 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

#148water 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

#149water 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

#150water 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

#151water 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

#152water 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

#153tank 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

#154tank 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

#155tank 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

#156tank 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

#157tank 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

#158tank 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

#159tank 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

#160tank 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

#161tank 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

#162tank 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

#163sun 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

#164sun 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

#165sun 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

#166sun 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

#167sun 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

#168sun 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

#169sun 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

#170sun 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

#171sun 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

#172water 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

#173water 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

#174water 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

#175water 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

#176water 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

#177water 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

#178water 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

#179tank 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

#180tank 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

#181tank 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

#182tank 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

#183tank 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

#184tank 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

#185tank 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

#186water 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

#187sun 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

#188tank 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

#189tank 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

#190tank 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

#191tank 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

#192tank 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

#193tank 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

#194tank 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

#195water 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

#196water 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

#197water 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

#198sun 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

#199sun 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

#200tank 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

#201sun 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

#202sun 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

#203sun 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

#204sun 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

#205tank 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

#206sun 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

#207tank 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

#208tank 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

#209tank 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

#210water 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

#211water 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

#212water 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

#213water 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

#214water 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

#215water 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

#216water 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

#217water 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

#218sun 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

#219tank 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

#220tank 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

#221sun 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

#222tank 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

#223sun 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

#224sun 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

#225tank 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

#226tank 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

#227tank 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

#228tank 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

#229sun 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

#230tank 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

#231tank 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

#232tank 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

#233tank 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

#234sun 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

#235sun 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

#236sun 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

#237sun 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

#238sun 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

#239sun 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

#240tank 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

#241tank 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

#242water 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

#243tank 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

#244water 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

#245water 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

#246water 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

#247tank 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

#248tank 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

#249water 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

#250water 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

#251water 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

#252water 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

#253water 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

#254tank 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

#255water 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

#256tank 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

#257water 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

#258water 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

#259water 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

#260sun 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

#261sun 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

#262sun 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

#263water 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

#264water 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

#265water 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

#266water 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

#267tank 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

#268tank 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

#269tank 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

#270tank 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

#271tank 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

#272tank 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

#273tank 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

#274tank 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

#275tank 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

#276tank 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

#277sun 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

#278sun 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

#279tank 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

#280water 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

#281tank 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

#282sun 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

#283tank 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

#284tank 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

#285tank 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

#286sun 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

#287water 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

#288water 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

#289water 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

#290water 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

#291water 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

#292water 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

#293water 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

#294water 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

#295water 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

#296water 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

#297sun 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

#298water 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

#299tank 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

#300sun 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

#301water 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

#302sun 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

#303tank 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

#304tank 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

#305tank 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

#306tank 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

#307sun 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

#308water 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

#309tank 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

#310tank 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

#311water 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

#312tank 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

#313water 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

#314sun 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

#315sun 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

#316sun 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

#317water 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

#318sun 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

#319water 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

#320sun 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

#321sun 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

#322sun 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

#323tank 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

#324sun 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

#325water 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

#326sun 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

#327water 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

#328sun 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

#329sun 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

#330water 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

#331sun 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

#332sun 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

#333water 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

#334sun 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

#335water 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

#336tank 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

#337sun 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

#338water 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

#339tank 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

#340sun 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

#341water 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

#342sun 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

#343tank 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

#344water 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

#345tank 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

#346water 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

#347sun 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

#348sun 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

#349sun 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

#350sun 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

#351sun 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

#352sun 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

#353sun 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

#354sun 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

#355water 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

#356water 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

#357water 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

#358water 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

#359water 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

#360sun 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

#361tank 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

#362tank 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

#363tank 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

#364tank 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

#365tank 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

#366tank 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

#367tank 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

#368tank 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

#369tank 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

#370tank 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

#371tank 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

#372tank 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

#373tank 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

#374water 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

#375water 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

#376sun 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

#377water 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

#378sun 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

#379sun 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

#380sun 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

#381water 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

#382water 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

#383sun 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

#384tank 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

#385tank 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

#386tank 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

#387tank 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

#388tank 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

#389tank 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

#390tank 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

#391tank 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

#392tank 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

#393water 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

#394water 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

#395water 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

#396water 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

#397water 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

#398water 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

#399water 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

#400water 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

#401water 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

#402sun 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

#403sun 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

#404sun 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

#405tank 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

#406tank 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

#407sun 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

#408water 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

#409water 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

#410sun 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

#411tank 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

#412tank 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

#413tank 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

#414tank 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

#415tank 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

#416water 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

#417water 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

#418water 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

#419sun 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

#420water 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

#421sun 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

#422tank 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

#423tank 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

#424tank 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

#425water 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

#426water 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

#427tank 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

#428sun 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

#429water 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

#430water 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

#431water 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

#432sun 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

#433tank 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

#434tank 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

#435sun 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

#436sun 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

#437sun 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

#438sun 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

#439tank 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

#440sun 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

#441water 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

#442water 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

#443sun 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

#444sun 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

#445sun 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

#446water 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

#447sun 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

#448water 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

#449tank 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

#450sun 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).