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white knit sweater

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Soft demand (-52.6% this quarter) — this niche doesn't clear our bar today.

Market size 20Growth 0Conversion 11Competition 96Returns 1Price range 81Avg price 94Brand share 88Review moat 39Quality gap 58

Competition

Incredible15%

top-5 click share — an open shelf

Avg price

Great$22.73

avg listing price — sweet spot $15–$100

Brand share

Great47%

top-5 brand share — no brand owns this niche

Price range

Great$9.45–$41.26

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

Quality gap

Good4.4★

avg incumbent rating — lower means beatable quality

Review moat

Okay2,600.42

avg incumbent reviews — the moat a new listing must climb

Market size

Bad$80K

$80K/yr · 401K searches

Conversion

Bad0.9%

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

Returns

Bad11.8%

return rate — above 5% kills the launch gate

Growth

Bad-52.6%

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

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