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car vanity mirror

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A concentrated shelf (top 5 take 77% of clicks) — this niche doesn't clear our bar today.

Market size 48Growth 20Conversion 39Competition 19Returns 65Price range 66Avg price 78Brand share 43Review moat 70Quality gap 65

Avg price

Great$16.31

avg listing price — sweet spot $15–$100

Review moat

Good696.71

avg incumbent reviews — the moat a new listing must climb

Price range

Good$8.56–$27.31

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

Quality gap

Good4.4★

avg incumbent rating — lower means beatable quality

Returns

Good2.4%

return rate — above 5% kills the launch gate

Market size

Okay$259K

$259K/yr · 512K searches

Brand share

Okay79%

top-5 brand share — brands hold most of the demand

Conversion

Okay3.1%

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

Growth

Bad-10.9%

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

Competition

Bad77%

top-5 click share — a locked-up shelf

Reviews