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dog cake mix
Skip itBrand-locked demand (top 5 brands take 97% of clicks) — this niche doesn't clear our bar today.
Returns
Incredible0.0%return rate — above 6% kills the launch gate
Conversion
Great8.9%search→purchase rate — share of searches ending in a sale
Avg price
Good$12.51avg listing price — sweet spot $15–$100
Price range
Good$4.98–$25.27cheapest to priciest tracked listing — scored on the share inside $15–$100
Quality gap
Okay4.5★avg incumbent rating — lower means beatable quality
Review moat
Okay2,366avg incumbent reviews — the moat a new listing must climb
Market size
Okay$204K$204K/yr · 183K searches
Competition
Bad70%top-5 click share — a locked-up shelf
Growth
Bad-7.1%90-day search growth — must beat 0% to launch
Brand share
Bad97%top-5 brand share — brand-locked demand