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headlight restoration spray
Skip itBrand-locked demand (top 5 brands take 98% of clicks) — this niche doesn't clear our bar today.
Returns
Great1.2%return rate — above 5% kills the launch gate
Quality gap
Great4.2★avg incumbent rating — lower means beatable quality
Avg price
Great$15.70avg listing price — sweet spot $15–$100
Conversion
Good4.9%search→purchase rate — share of searches ending in a sale
Price range
Good$8.27–$22.54cheapest to priciest tracked listing — scored on the share inside $15–$100
Market size
Okay$116K$116K/yr · 151K searches
Growth
Bad-3.3%90-day search growth — must beat 0% to launch
Review moat
Bad15,258.5avg incumbent reviews — the moat a new listing must climb
Competition
Bad90%top-5 click share — a locked-up shelf
Brand share
Bad98%top-5 brand share — brand-locked demand