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Skip itBrand-locked demand (top 5 brands take 100% of clicks) — this niche doesn't clear our bar today.
Review moat
Great127.81avg incumbent reviews — the moat a new listing must climb
Quality gap
Good4.3★avg incumbent rating — lower means beatable quality
Competition
Good48%top-5 click share — leaders hold, buyers still browse
Avg price
Good$165.02avg listing price — sweet spot $15–$100
Returns
Bad7.4%return rate — above 5% kills the launch gate
Growth
Bad-23.6%90-day search growth — must beat 0% to launch
Market size
Bad$35K$35K/yr · 141K searches
Price range
Bad$88.17–$478.18cheapest to priciest tracked listing — scored on the share inside $15–$100
Conversion
Bad0.1%search→purchase rate — share of searches ending in a sale
Brand share
Bad100%top-5 brand share — brand-locked demand