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scalp analysis machine
Skip itWeak search conversion (0.3%) — this niche doesn't clear our bar today.
Quality gap
Great4.2★avg incumbent rating — lower means beatable quality
Review moat
Great349.41avg incumbent reviews — the moat a new listing must climb
Brand share
Good62%top-5 brand share — brands hold most of the demand
Competition
Good54%top-5 click share — leaders hold, buyers still browse
Avg price
Good$176.90avg listing price — sweet spot $15–$100
Returns
Bad5.1%return rate — above 5% kills the launch gate
Growth
Bad-6.1%90-day search growth — must beat 0% to launch
Price range
Bad$20.30–$949.92cheapest to priciest tracked listing — scored on the share inside $15–$100
Market size
Bad$21K$21K/yr · 48K searches
Conversion
Bad0.3%search→purchase rate — share of searches ending in a sale