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cakey

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Brand-locked demand (top 5 brands take 100% of clicks) — this niche doesn't clear our bar today.

Market size 19Growth 13Conversion 25Competition 77Returns 80Price range 84Avg price 89Brand share 1Review moat 62Quality gap 20

Avg price

Great$20.74

avg listing price — sweet spot $15–$100

Price range

Great$9.48–$49.17

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

Returns

Great1.8%

return rate — above 5% kills the launch gate

Competition

Great38%

top-5 click share — an open shelf

Review moat

Good1,013.73

avg incumbent reviews — the moat a new listing must climb

Conversion

Bad2.0%

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

Quality gap

Bad4.7★

avg incumbent rating — lower means beatable quality

Market size

Bad$77K

$77K/yr · 190K searches

Growth

Bad-23.4%

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

Brand share

Bad100%

top-5 brand share — brand-locked demand

Search terms