27
magnaflow muffler
Skip itBrand-locked demand (top 5 brands take 100% of clicks) — this niche doesn't clear our bar today.
Review moat
Great489.71avg incumbent reviews — the moat a new listing must climb
Avg price
Good$155.14avg listing price — sweet spot $15–$100
Competition
Okay61%top-5 click share — leaders hold, buyers still browse
Returns
Okay4.0%return rate — above 5% kills the launch gate
Market size
Okay$112K$112K/yr · 106K searches
Growth
Bad-2.2%90-day search growth — must beat 0% to launch
Quality gap
Bad4.6★avg incumbent rating — lower means beatable quality
Conversion
Bad0.7%search→purchase rate — share of searches ending in a sale
Price range
Bad$60.61–$1231.81cheapest to priciest tracked listing — scored on the share inside $15–$100
Brand share
Bad100%top-5 brand share — brand-locked demand
Signals High Price