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shoe cleaner
Skip itA concentrated shelf (top 5 take 80% of clicks) — this niche doesn't clear our bar today.
Returns
Incredible0.7%return rate — above 5% kills the launch gate
Avg price
Incredible$38.73avg listing price — sweet spot $15–$100
Quality gap
Great4.1★avg incumbent rating — lower means beatable quality
Price range
Great$6.41–$99.52cheapest to priciest tracked listing — scored on the share inside $15–$100
Conversion
Good5.6%search→purchase rate — share of searches ending in a sale
Brand share
Okay80%top-5 brand share — brands hold most of the demand
Review moat
Okay3,725.75avg incumbent reviews — the moat a new listing must climb
Market size
Bad$96K$96K/yr · 44K searches
Growth
Bad-14.0%90-day search growth — must beat 0% to launch
Competition
Bad80%top-5 click share — a locked-up shelf