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heated ice scrapers for car windshield
Skip itSoft demand (-92.2% this quarter) — this niche doesn't clear our bar today.
Quality gap
Incredible3.7★avg incumbent rating — lower means beatable quality
Review moat
Great105.13avg incumbent reviews — the moat a new listing must climb
Avg price
Incredible$31.71avg listing price — sweet spot $15–$100
Price range
Incredible$16.61–$48.80cheapest to priciest tracked listing — scored on the share inside $15–$100
Brand share
Okay82%top-5 brand share — brands hold most of the demand
Returns
Bad6.3%return rate — above 5% kills the launch gate
Competition
Bad82%top-5 click share — a locked-up shelf
Conversion
Bad1.0%search→purchase rate — share of searches ending in a sale
Market size
Bad$32K$32K/yr · 103K searches
Growth
Bad-92.2%90-day search growth — must beat 0% to launch