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prograde cf express type b
Skip itBrand-locked demand (top 5 brands take 100% of clicks) — this niche doesn't clear our bar today.
Review moat
Good1,404.31avg incumbent reviews — the moat a new listing must climb
Returns
Okay3.3%return rate — above 5% kills the launch gate
Avg price
Okay$216.61avg listing price — sweet spot $15–$100
Growth
Okay+3.6%90-day search growth — must beat 0% to launch
Quality gap
Bad4.7★avg incumbent rating — lower means beatable quality
Competition
Bad77%top-5 click share — a locked-up shelf
Conversion
Bad0.5%search→purchase rate — share of searches ending in a sale
Price range
Bad$77.21–$455.77cheapest to priciest tracked listing — scored on the share inside $15–$100
Market size
Bad$19K$19K/yr · 19K searches
Brand share
Bad100%top-5 brand share — brand-locked demand
Signals High Price