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cd scratch remover
Skip itA concentrated shelf (top 5 take 80% of clicks) — this niche doesn't clear our bar today.
Avg price
Incredible$39.58avg listing price — sweet spot $15–$100
Quality gap
Great4.0★avg incumbent rating — lower means beatable quality
Returns
Good2.6%return rate — above 5% kills the launch gate
Review moat
Okay1,562.38avg incumbent reviews — the moat a new listing must climb
Brand share
Okay80%top-5 brand share — brands hold most of the demand
Price range
Okay$7.84–$219.15cheapest to priciest tracked listing — scored on the share inside $15–$100
Growth
Okay+4.0%90-day search growth — must beat 0% to launch
Conversion
Okay2.4%search→purchase rate — share of searches ending in a sale
Market size
Okay$125K$125K/yr · 130K searches
Competition
Bad80%top-5 click share — a locked-up shelf
Signals Low Review Barrier