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polar loop
Skip itA concentrated shelf (top 5 take 100% of clicks) — this niche doesn't clear our bar today.
Quality gap
Incredible3.6★avg incumbent rating — lower means beatable quality
Avg price
Good$166.70avg listing price — sweet spot $15–$100
Market size
Okay$134K$134K/yr · 116K searches
Returns
Okay4.9%return rate — above 5% kills the launch gate
Review moat
Bad6,785.25avg incumbent reviews — the moat a new listing must climb
Growth
Bad-19.5%90-day search growth — must beat 0% to launch
Conversion
Bad0.7%search→purchase rate — share of searches ending in a sale
Price range
Bad$96.35–$192.06cheapest to priciest tracked listing — scored on the share inside $15–$100
Competition
Bad100%top-5 click share — a locked-up shelf
Brand share
Bad100%top-5 brand share — brand-locked demand