Skip to content
36

girls velvet dress

Skip it

A small market ($0/yr) — this niche doesn't clear our bar today.

Market size 0Growth 0Conversion 0Competition 89Returns 0Price range 82Avg price 95Brand share 67Review moat 90Quality gap 24

Avg price

Incredible$24.42

avg listing price — sweet spot $15–$100

Review moat

Great201.35

avg incumbent reviews — the moat a new listing must climb

Competition

Great26%

top-5 click share — an open shelf

Price range

Great$6.89–$57.27

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

Brand share

Good65%

top-5 brand share — brands hold most of the demand

Quality gap

Bad4.6★

avg incumbent rating — lower means beatable quality

Market size

Bad$0

$0/yr · 161K searches

Growth

Bad-71.9%

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

Conversion

Bad0.0%

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

Returns

Bad21.3%

return rate — above 6% kills the launch gate

Competition

Clicks spread well past the top 5 (26% combined) — an open shelf where new products get seen.

Brands

25 rising

Sellers

28

Top-5 brand share

65%

Open market

31%

  • Stelle22%
  • Arshiner19%
  • Seiciviy11%
  • Mirawise7%
  • NIUSC6%
  • Kismissal4%

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%2%$04%$06%$08%$01101001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 52 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 81 weeks — -71.9% search growth over the last 90 days.
15K10KSpike '25Prime Day '25Black Friday '25Holiday '25Spike '26JanFebMarAprMayJunJulAugSepOctNovDecJanFebMarAprMayJun

Peak months: Oct, Nov, Dec · busiest ÷ quietest = 37.5×

Reviews

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

What buyers love

Color29%

“Color is beautiful”

Size-Overall19%

“fits well”

Comfort-Overall12%

“Beautiful and comfortable”

Quality-Overall12%

“Great quality and fit”

Soft Feel8%

“Soft”

Stretchability/Expandability/Elasticity4%

“Warm and stretchy”

Value For Money4%

“Amazing Deal”

Washability3%

“It washed well, too”

Material Quality3%

“Great Material”

Shape/Style2%

“Gorgeous Dress”

What buyers complain about

Quality-Overall33%

“very cheap quality returned”

Wrinkles17%

“sewed it back on differently so it wouldnt have the crease”

Stitch/Finish/Polish17%

“you wouldnt be able to see the stitching there anymore”

Sleeve Fit8%

“The sleeves are very long”

Size-Overall8%

“I would say this dress runs a little bit big”

Top return reasons

Size-Overall44%
Length16%
Shoulder Fit8%
Chest Fit7%
Material Quality5%
Color4%
Waist Fit3%
Advertised Vs Actual Product2%
Quality-Overall2%
Shape/Style1%