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over the shoulder sweater

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Soft demand (-52.3% this quarter) — this niche doesn't clear our bar today.

Market size 2Growth 0Conversion 2Competition 96Returns 4Price range 86Avg price 93Brand share 96Review moat 71Quality gap 78

Competition

Incredible15%

top-5 click share — an open shelf

Brand share

Incredible35%

top-5 brand share — no brand owns this niche

Avg price

Great$22.25

avg listing price — sweet spot $15–$100

Price range

Great$11.41–$42.98

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

Quality gap

Great4.3★

avg incumbent rating — lower means beatable quality

Review moat

Good668.52

avg incumbent reviews — the moat a new listing must climb

Returns

Bad10.9%

return rate — above 6% kills the launch gate

Market size

Bad$10K

$10K/yr · 331K searches

Conversion

Bad0.1%

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

Growth

Bad-52.3%

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

Competition

Clicks spread well past the top 5 (15% combined) — an open shelf where new products get seen.

Brands

63 rising

Sellers

68

Top-5 brand share

35%

Open market

61%

  • WaJuemy13%
  • SUUKSESS6%
  • MANGOPOP6%
  • Avidlove5%
  • FAIABLE5%
  • SAUNGKUAI4%

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%1%$962%$1913%$2874%$3831101001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)3 products missing review or click data not plotted

All 185 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 84 weeks — -52.3% search growth over the last 90 days.
15K10KSpike '25Black Friday '25DecJanFebMarAprMayJunJulAugSepOctNovDecJanFebMarAprMayJun

Peak months: Feb, Oct, Nov, Dec · busiest ÷ quietest = 4.6×

Reviews

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

What buyers love

Size-Overall22%

“Great flattering fit”

Quality-Overall10%

“Amazing quality”

Comfort-Overall9%

“It is comfortable”

Soft Feel8%

“Soft sweater”

Color7%

“Color is exact”

Shape/Style6%

“The style is really cute”

Material Quality6%

“Soft Material”

Advertised Vs Actual Product3%

“AS ADVERTISED”

Weight Light3%

“has that perfect lightweight”

Stretchability/Expandability/Elasticity3%

“The fabric is soft with good stretch”

What buyers complain about

Size-Overall31%

“Runs a little big”

Quality-Overall8%

“Seems lower quality”

Shoulder Fit4%

“wont stay off shoulder”

Advertised Vs Actual Product3%

“Not as advertised”

Shape/Style3%

“a weird cut”

Material Quality3%

“Cheap material”

Color2%

“Color off”

Thickness2%

“It is also thicker than i expected”

Durability2%

“quickly unraveled”

Stitch/Finish/Polish2%

“The neck was not stitched down”

Top return reasons

Size-Overall50%
Length6%
Material Quality6%
Shoulder Fit4%
Chest Fit4%
Advertised Vs Actual Product3%
Shape/Style3%
Waist Fit3%
Sleeve Fit3%
Thin3%