Skip to content
35

winter set

Skip it

Soft demand (-63.6% this quarter) — this niche doesn't clear our bar today.

Market size 11Growth 0Conversion 7Competition 75Returns 13Price range 95Avg price 95Brand share 0Review moat 66Quality gap 68

Avg price

Incredible$27.91

avg listing price — sweet spot $15–$100

Price range

Incredible$15.00–$39.21

cheapest to priciest tracked listing — scored on the share inside $15–$100

Competition

Good40%

top-5 click share — leaders hold, buyers still browse

Quality gap

Good4.3★

avg incumbent rating — lower means beatable quality

Review moat

Good861.31

avg incumbent reviews — the moat a new listing must climb

Returns

Bad8.8%

return rate — above 6% kills the launch gate

Market size

Bad$45K

$45K/yr · 276K searches

Conversion

Bad0.6%

search→purchase rate — share of searches ending in a sale

Growth

Bad-63.6%

90-day search growth — must beat 0% to launch

Brand share

Bad100%

top-5 brand share — brand-locked demand

Competition

The top 5 products take 40% of clicks — established leaders, but buyers still shop beyond them.

Brands

2 falling

Sellers

4

Top-5 brand share

100%

Open market

0%

  • LILLUSORY98%
  • WIHOLL2%

Product shelf

Each bubble is one product — market share against review moat; bubble size tracks estimated sales, color grades how beatable the incumbent looks.

0%4%$2K8%$4K12%$5K16%$7K101001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 35 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 75 weeks — -63.6% search growth over the last 90 days.
18K13KPrime Day '25Spike '25Black Friday '25Holiday '25Spike '26FebMarAprMayJunJulAugSepOctNovDecJanFebMarAprMayJun

Peak months: Jan, Oct, Nov, Dec · busiest ÷ quietest = 21.2×

Reviews

What buyers praise and complain about, mined from review topics.

What buyers love

Comfort-Overall29%

“very very comfortable to wear”

Size-Overall19%

“Awesome fit”

Soft Feel10%

“Soft fabric”

Material Quality5%

“lightweight material”

Color5%

“The color is accurate”

Quality-Overall3%

“Amazing quality”

Value For Money3%

“Good deal”

Shape/Style3%

“It is stylish”

Warmth2%

“perfect for those especially hot summer days”

Advertised Vs Actual Product1%

“which is exactly what I wanted”

What buyers complain about

Size-Overall21%

“it fits loose”

Thickness6%

“It's not a thick material”

Material Quality6%

“not soft material”

Quality-Overall4%

“Cheap”

Color3%

“didn't love the color”

Length2%

“legs are too long by 3 inches”

Value For Money2%

“It feels much more expensive than it is”

Shape/Style2%

“Not flattering”

Thin2%

“Thin material”

Waist Fit2%

“Shorts seem small in the waist”

Top return reasons

Size-Overall48%
Length11%
Color8%
Waist Fit8%
Material Quality7%
Thin4%
Shape/Style3%
Advertised Vs Actual Product2%
Quality-Overall1%
Sleeve Fit1%