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puffy dress

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High returns (25.3%) — this niche doesn't clear our bar today.

Market size 8Growth 16Conversion 1Competition 98Returns 0Price range 9Avg price 87Brand share 97Review moat 64Quality gap 84

Competition

Incredible10%

top-5 click share — an open shelf

Brand share

Incredible20%

top-5 brand share — no brand owns this niche

Avg price

Great$68.29

avg listing price — sweet spot $15–$100

Quality gap

Great4.2★

avg incumbent rating — lower means beatable quality

Review moat

Good943.4

avg incumbent reviews — the moat a new listing must climb

Growth

Bad-17.6%

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

Price range

Bad$7.50–$987.05

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

Market size

Bad$31K

$31K/yr · 573K searches

Conversion

Bad0.1%

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

Returns

Bad25.3%

return rate — above 5% kills the launch gate

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