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ls swap harness
Skip itA concentrated shelf (top 5 take 88% of clicks) — this niche doesn't clear our bar today.
Review moat
Incredible66.22avg incumbent reviews — the moat a new listing must climb
Quality gap
Incredible3.9★avg incumbent rating — lower means beatable quality
Avg price
Good$105.28avg listing price — sweet spot $15–$100
Returns
Okay4.0%return rate — above 5% kills the launch gate
Market size
Bad$91K$91K/yr · 86K searches
Growth
Bad-10.1%90-day search growth — must beat 0% to launch
Brand share
Bad92%top-5 brand share — brand-locked demand
Price range
Bad$75.75–$232.64cheapest to priciest tracked listing — scored on the share inside $15–$100
Conversion
Bad1.0%search→purchase rate — share of searches ending in a sale
Competition
Bad88%top-5 click share — a locked-up shelf