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fake cupcakes
Skip itA small market ($36K/yr) — this niche doesn't clear our bar today.
Review moat
Great195.76avg incumbent reviews — the moat a new listing must climb
Competition
Great30%top-5 click share — an open shelf
Avg price
Great$16.72avg listing price — sweet spot $15–$100
Brand share
Great59%top-5 brand share — no brand owns this niche
Price range
Great$8.22–$36.91cheapest to priciest tracked listing — scored on the share inside $15–$100
Quality gap
Okay4.5★avg incumbent rating — lower means beatable quality
Conversion
Okay2.6%search→purchase rate — share of searches ending in a sale
Growth
Bad-16.2%90-day search growth — must beat 0% to launch
Returns
Bad7.8%return rate — above 5% kills the launch gate
Market size
Bad$36K$36K/yr · 83K searches