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valentines day outfit

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Soft demand (-99.2% this quarter) — this niche doesn't clear our bar today.

Market size 7Growth 0Conversion 2Competition 0Returns 33Price range 45Avg price 74Brand share 0Review moat 57Quality gap 65

Avg price

Good$14.93

avg listing price — sweet spot $15–$100

Quality gap

Good4.4★

avg incumbent rating — lower means beatable quality

Review moat

Good1,229.8

avg incumbent reviews — the moat a new listing must climb

Price range

Okay$7.14–$21.36

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

Returns

Okay5.0%

return rate — above 6% kills the launch gate

Market size

Bad$27K

$27K/yr · 1.2M searches

Conversion

Bad0.1%

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

Growth

Bad-99.2%

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

Competition

Bad100%

top-5 click share — a locked-up shelf

Brand share

Bad100%

top-5 brand share — brand-locked demand

Competition

The top 5 products capture 100% of clicks — a locked-up shelf that new listings rarely crack.

Brands

5 rising

Sellers

6

Top-5 brand share

100%

Open market

0%

  • Telooco34%
  • Avidlove20%
  • Sampeel18%
  • Lilosy15%
  • WIHOLL14%
  • Open — no brand owns it (0%)

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%10%$3K20%$5K30%$8K40%$11K1001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 5 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 94 weeks — -99.2% search growth over the last 90 days.
300K200KSpike '24Black Friday '24Spike '25Spike '26SepDecMarNovMarMay

Peak months: Jan, Feb · busiest ÷ quietest = 756.7×

Reviews

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

What buyers love

Size-Overall29%

“Nice fit”

Comfort-Overall11%

“Super comfy”

Quality-Overall10%

“Good quality”

Material Quality9%

“The material is soft”

Color8%

“Great color”

Shape/Style7%

“This piece is flattering”

Strap/String Quality5%

“All straps are adjustable which also helps it fit true”

Washability4%

“Comfy and holds it's shape after washing”

Soft Feel3%

“Its very soft”

Sleeve Fit2%

“Red sleeveless top”

What buyers complain about

Shape/Style13%

“Not flattering”

Quality-Overall13%

“A bit cheap”

Sleeve Fit13%

“Sleeves not as long as they look”

Strap/String Quality13%

“two strings are broken”

Size-Overall7%

“I do not fit that”

Color4%

“The only reason Im not giving it a perfect score is that the color fades a bit”

Chest Fit3%

“it wouldnt work for everyones chest size I guess”

Waist Fit3%

“sort of sagging chest it just didnt work”

Top return reasons

Size-Overall48%
Length8%
Chest Fit7%
Material Quality6%
Waist Fit5%
Shape/Style4%
Advertised Vs Actual Product4%
Color4%
Sleeve Fit3%
Quality-Overall2%