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vanilla scent

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Brand-locked demand (top 5 brands take 98% of clicks) — this niche doesn't clear our bar today.

Market size 40Growth 8Conversion 50Competition 44Returns 98Price range 40Avg price 36Brand share 5Review moat 23Quality gap 32

Returns

Incredible0.4%

return rate — above 5% kills the launch gate

Conversion

Good4.0%

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

Competition

Okay59%

top-5 click share — leaders hold, buyers still browse

Market size

Okay$203K

$203K/yr · 492K searches

Price range

Okay$4.27–$22.20

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

Avg price

Okay$10.26

avg listing price — sweet spot $15–$100

Quality gap

Okay4.6★

avg incumbent rating — lower means beatable quality

Review moat

Bad7,229.15

avg incumbent reviews — the moat a new listing must climb

Growth

Bad-34.9%

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

Brand share

Bad98%

top-5 brand share — brand-locked demand

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