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sopami headlight cleaner
Skip itA concentrated shelf (top 5 take 100% of clicks) — this niche doesn't clear our bar today.
Quality gap
Great4.0★avg incumbent rating — lower means beatable quality
Returns
Great1.2%return rate — above 5% kills the launch gate
Conversion
Good6.0%search→purchase rate — share of searches ending in a sale
Avg price
Good$13.59avg listing price — sweet spot $15–$100
Price range
Okay$8.27–$17.77cheapest to priciest tracked listing — scored on the share inside $15–$100
Review moat
Bad14,377avg incumbent reviews — the moat a new listing must climb
Market size
Bad$61K$61K/yr · 74K searches
Growth
Bad-29.0%90-day search growth — must beat 0% to launch
Competition
Bad100%top-5 click share — a locked-up shelf
Brand share
Bad100%top-5 brand share — brand-locked demand