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 validation5 validated (≥3 sources)65 early-validated (2 sources)80 preliminary (1 source)Reddit live (W8); Amazon arrives W9-W10 to cross the 3-source bar.
Cat
Dim
Conf
showing 150 / 150
#1water bottle · material

ceramic-coated

0.713
confidence 100%
Trend
0.47
Saturation
0.03
Quality gap
0.78
Strategic fit
0.88
Expand AI thinking

Score: trend=0.47, sat=0.03, gap=0.78, fit=0.88. Matched keywords: ceramic lined water bottle,no metal taste water bottle. 1 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#2tank top · scenario

layering

0.609
confidence 100%
Trend
0.46
Saturation
0.25
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.46, sat=0.25, gap=0.50, fit=0.88. Matched keywords: tank top under clothes,layering tank. 10 of 14 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#3tank top · material

ribbed knit

0.589
confidence 100%
Trend
0.25
Saturation
0.00
Quality gap
0.56
Strategic fit
0.88
Expand AI thinking

Score: trend=0.25, sat=0.00, gap=0.56, fit=0.88. Matched keywords: ribbed tank top,basic ribbed tank. 0 of 14 listings carry this.

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

scoring/opportunity.py v0.1

#4sun hat · style

cloche

0.583
confidence 50%
Trend
0.95
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.95, sat=0.03, gap=0.50, fit=0.50. Matched keywords: cloche hat. 1 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#5water bottle · material

316L stainless steel

0.575
confidence 100%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: 316L stainless steel water bottle,surgical steel water bottle,no metal taste water bottle. 5 of 24 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#6tank top · function

no-show under clothing

0.563
confidence 100%
Trend
0.48
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.48, 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.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#7tank top · function

built-in bra

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

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

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

scoring/opportunity.py v0.1

#8sun hat · scenario

pickleball

0.498
confidence 50%
Trend
0.49
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.49, sat=0.05, gap=0.50, fit=0.88. Matched keywords: pickleball hat women. 2 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#9tank top · function

UPF

0.497
confidence 50%
Trend
0.48
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.48, sat=0.03, gap=0.50, fit=0.88. Matched keywords: UPF tank top. 1 of 14 listings carry this.

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

scoring/opportunity.py v0.1

#10water bottle · function

infuser

0.475
confidence 50%
Trend
0.60
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.60, sat=0.03, gap=0.50, fit=0.50. Matched keywords: infuser water bottle. 1 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#11tank top · material

seamless

0.474
confidence 50%
Trend
0.40
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.40, 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

#12water bottle · material

titanium

0.471
confidence 50%
Trend
0.41
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.41, sat=0.05, gap=0.50, fit=0.88. Matched keywords: titanium water bottle. 2 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#13tank top · cut

longline

0.458
confidence 50%
Trend
0.35
Saturation
0.03
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.35, 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

#14water bottle · scenario

gym

0.451
confidence 50%
Trend
0.56
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.56, sat=0.12, gap=0.50, fit=0.50. Matched keywords: gym water bottle. 5 of 24 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#15sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#16sun hat · material

satin-lined

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

Score: trend=0.50, sat=0.00, gap=0.50, fit=0.50. Matched keywords: satin lined sun hat. 0 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#17tank top · design detail

lettuce hem

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

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

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

scoring/opportunity.py v0.1

#18sun hat · style

gardening

0.440
confidence 50%
Trend
0.47
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.47, sat=0.00, gap=0.50, fit=0.50. Matched keywords: garden hat women. 0 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#19water bottle · material

glass-lined

0.437
confidence 50%
Trend
0.48
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.48, sat=0.05, gap=0.50, fit=0.50. Matched keywords: glass lined water bottle. 2 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#20tank top · material

bamboo viscose

0.431
confidence 50%
Trend
0.45
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.45, sat=0.03, gap=0.50, fit=0.50. Matched keywords: bamboo tank top. 1 of 14 listings carry this.

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

scoring/opportunity.py v0.1

#21water bottle · scenario

pickleball

0.427
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 24 listings carry this.

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

scoring/opportunity.py v0.1

#22sun hat · aesthetic

coastal grandmother

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

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.50. Matched keywords: coastal grandmother hat. 6 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#23sun hat · function

ponytail hole

0.425
confidence 50%
Trend
0.27
Saturation
0.10
Quality gap
0.52
Strategic fit
0.88
Expand AI thinking

Score: trend=0.27, sat=0.10, gap=0.52, fit=0.88. Matched keywords: ponytail sun hat. 4 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#24sun hat · scenario

gardening

0.425
confidence 50%
Trend
0.47
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.47, sat=0.10, gap=0.50, fit=0.50. Matched keywords: garden hat women. 4 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#25tank top · material

merino

0.422
confidence 50%
Trend
0.43
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.43, 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

#26tank top · scenario

yoga

0.420
confidence 50%
Trend
0.43
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.43, 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

#27water bottle · capacity

40oz

0.418
confidence 50%
Trend
0.41
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.41, sat=0.03, gap=0.50, fit=0.50. Matched keywords: 40oz tumbler with handle. 1 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#28sun hat · scenario

fishing

0.418
confidence 50%
Trend
0.42
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.42, sat=0.05, gap=0.50, fit=0.50. Matched keywords: fishing hat women. 2 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#29sun hat · material

wheat straw

0.417
confidence 50%
Trend
0.48
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.48, sat=0.17, gap=0.50, fit=0.50. Matched keywords: wheat straw hat. 7 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#30sun 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 23 listings carry this.

3 of 3 confirming sources — validated.

scoring/opportunity.py v0.1

#31water bottle · function

handle

0.403
confidence 50%
Trend
0.41
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.41, sat=0.12, gap=0.50, fit=0.50. Matched keywords: 40oz tumbler with handle. 5 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#32sun hat · style

cowboy

0.401
confidence 50%
Trend
0.17
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.17, sat=0.05, gap=0.50, fit=0.88. Matched keywords: western straw hat. 2 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#33sun hat · aesthetic

western

0.401
confidence 50%
Trend
0.17
Saturation
0.05
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.17, sat=0.05, gap=0.50, fit=0.88. Matched keywords: western straw hat. 2 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#34sun hat · style

safari

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

Score: trend=0.33, sat=0.03, gap=0.50, fit=0.50. Matched keywords: safari hat women. 1 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#35tank top · cut

racerback

0.395
confidence 50%
Trend
0.35
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.35, 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

#36tank top · material

modal

0.394
confidence 50%
Trend
0.38
Saturation
0.35
Quality gap
0.72
Strategic fit
0.50
Expand AI thinking

Score: trend=0.38, sat=0.35, gap=0.72, 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

#37water bottle · lid type

wide mouth

0.386
confidence 50%
Trend
0.35
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.35, sat=0.12, gap=0.50, fit=0.50. Matched keywords: wide mouth insulated bottle. 5 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#38sun hat · scenario

travel

0.382
confidence 50%
Trend
0.41
Saturation
0.28
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.41, sat=0.28, gap=0.50, fit=0.50. Matched keywords: travel sun hat. 11 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#39water bottle · lid type

straw lid

0.377
confidence 50%
Trend
0.38
Saturation
0.25
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.38, sat=0.25, gap=0.50, fit=0.50. Matched keywords: insulated water bottle straw. 10 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#40water bottle · function

leak-proof

0.373
confidence 50%
Trend
0.37
Saturation
0.25
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.37, sat=0.25, gap=0.50, fit=0.50. Matched keywords: leak proof water bottle. 10 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#41tank top · cut

boxy

0.370
confidence 50%
Trend
0.28
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.28, 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

#42water bottle · scenario

car commute

0.367
confidence 50%
Trend
0.27
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.27, sat=0.10, gap=0.50, fit=0.50. Matched keywords: car cup holder bottle. 4 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#43sun hat · material

raffia straw

0.366
confidence 50%
Trend
0.27
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.27, sat=0.10, gap=0.50, fit=0.50. Matched keywords: raffia sun hat. 4 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#44sun hat · style

bucket

0.364
confidence 100%
Trend
0.18
Saturation
0.15
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.18, sat=0.15, gap=0.50, fit=0.12. Matched keywords: bucket hat women,reversible bucket hat,cotton bucket hat. 6 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#45sun hat · material

cotton canvas

0.360
confidence 50%
Trend
0.31
Saturation
0.23
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.31, sat=0.23, gap=0.50, fit=0.50. Matched keywords: cotton bucket hat. 9 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#46tank top · cut

cropped

0.357
confidence 50%
Trend
0.25
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.25, 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

#47water bottle · function

fits car cup holder

0.356
confidence 50%
Trend
0.27
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.27, sat=0.17, gap=0.50, fit=0.50. Matched keywords: car cup holder bottle. 7 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#48water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#49tank top · style

basic

0.351
confidence 50%
Trend
0.42
Saturation
0.13
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.42, 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

#50tank 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

#51sun hat · function

packable

0.344
confidence 50%
Trend
0.04
Saturation
0.17
Quality gap
0.88
Strategic fit
0.50
Expand AI thinking

Score: trend=0.04, sat=0.17, gap=0.88, fit=0.50. Matched keywords: packable sun hat. 7 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#52sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#53sun hat · function

reversible

0.337
confidence 50%
Trend
0.15
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.15, sat=0.05, gap=0.50, fit=0.50. Matched keywords: reversible bucket hat. 2 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#54sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#55tank top · style

Y2K

0.329
confidence 50%
Trend
0.30
Saturation
0.03
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.30, 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

#56water bottle · capacity

kids size

0.328
confidence 50%
Trend
0.09
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.09, sat=0.00, gap=0.50, fit=0.50. Matched keywords: kids insulated bottle. 0 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#57tank top · style

athleisure

0.326
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.88
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.88. Matched keywords: (none). 5 of 14 listings carry this.

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

scoring/opportunity.py v0.1

#58tank top · scenario

weight training

0.315
confidence 50%
Trend
0.07
Saturation
0.05
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.07, 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

#59sun hat · style

packable foldable

0.313
confidence 50%
Trend
0.04
Saturation
0.00
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.04, sat=0.00, gap=0.50, fit=0.50. Matched keywords: packable sun hat. 0 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#60water bottle · scenario

kids

0.313
confidence 50%
Trend
0.09
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.09, sat=0.10, gap=0.50, fit=0.50. Matched keywords: kids insulated bottle. 4 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#61water bottle · lid type

flip lid

0.304
confidence 50%
Trend
0.10
Saturation
0.17
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.10, sat=0.17, gap=0.50, fit=0.50. Matched keywords: flip lid water bottle. 7 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#62water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#63tank 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

#64water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#65water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#66water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#67water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#68water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#69water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#70water bottle · design

laser engraving

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

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

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

scoring/opportunity.py v0.1

#71tank 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

#72tank 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

#73tank 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

#74tank top · design detail

racerback strap

0.297
confidence 0%
Trend
0.50
Saturation
0.03
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

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

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

scoring/opportunity.py v0.1

#75tank 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

#76tank 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

#77tank 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.

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

scoring/opportunity.py v0.1

#78tank 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

#79tank 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

#80tank 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

#81sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#82sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#83sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#84sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#85sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#86sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#87sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#88sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#89sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#90water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#91water bottle · scenario

travel

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

#92water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#93tank 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

#94tank 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

#95tank 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

#96tank 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

#97tank 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

#98tank 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.

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

scoring/opportunity.py v0.1

#99tank 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

#100tank 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

#101sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#102sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#103sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#104sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#105water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#106water bottle · scenario

office

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#107water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#108water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#109water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#110water bottle · design

glossy

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#111water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#112tank top · design detail

ribbed texture

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 14 listings carry this.

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

scoring/opportunity.py v0.1

#113tank 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

#114tank 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

#115tank 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

#116tank 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

#117sun hat · aesthetic

cottagecore

0.292
confidence 0%
Trend
0.50
Saturation
0.07
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.07, gap=0.50, fit=0.50. Matched keywords: (none). 3 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#118sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#119sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#120sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#121water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#122water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#123tank top · scenario

travel

0.290
confidence 0%
Trend
0.50
Saturation
0.10
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

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

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

scoring/opportunity.py v0.1

#124tank 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

#125tank 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.

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

scoring/opportunity.py v0.1

#126tank 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

#127sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#128sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#129water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#130water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#131tank top · cut

fitted

0.287
confidence 0%
Trend
0.50
Saturation
0.13
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.12, gap=0.50, fit=0.50. Matched keywords: (none). 5 of 14 listings carry this.

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

scoring/opportunity.py v0.1

#132tank 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

#133sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#134water bottle · function

carry strap

0.285
confidence 0%
Trend
0.50
Saturation
0.15
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.15, gap=0.50, fit=0.50. Matched keywords: (none). 6 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#135water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#136tank 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

#137sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#138water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#139tank 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

#140sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#141tank top · function

shelf bra

0.278
confidence 50%
Trend
0.00
Saturation
0.05
Quality gap
0.40
Strategic fit
0.50
Expand AI thinking

Score: trend=0.00, sat=0.05, gap=0.40, fit=0.50. Matched keywords: shelf bra tank. 2 of 14 listings carry this.

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

scoring/opportunity.py v0.1

#142sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#143water bottle · design

matte finish

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

#144water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#145sun hat · function

adjustable chin strap

0.268
confidence 0%
Trend
0.50
Saturation
0.33
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.33, gap=0.50, fit=0.50. Matched keywords: (none). 13 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#146sun hat · style

wide brim

0.259
confidence 50%
Trend
0.15
Saturation
0.57
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.15, sat=0.57, gap=0.50, fit=0.50. Matched keywords: wide brim straw hat. 23 of 23 listings carry this.

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

scoring/opportunity.py v0.1

#147sun 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 23 listings carry this.

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

scoring/opportunity.py v0.1

#148water 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 24 listings carry this.

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

scoring/opportunity.py v0.1

#149water bottle · material

304 stainless steel

0.240
confidence 0%
Trend
0.50
Saturation
0.60
Quality gap
0.50
Strategic fit
0.50
Expand AI thinking

Score: trend=0.50, sat=0.60, gap=0.50, fit=0.50. Matched keywords: (none). 24 of 24 listings carry this.

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

scoring/opportunity.py v0.1

#150tank top · material

cotton

0.229
confidence 0%
Trend
0.50
Saturation
0.33
Quality gap
0.50
Strategic fit
0.12
Expand AI thinking

Score: trend=0.50, sat=0.33, gap=0.50, fit=0.12. Matched keywords: (none). 13 of 14 listings carry this.

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

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).