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Harry Potter Dress
Skip itWeak search conversion (0.7%) — this niche doesn't clear our bar today.
Avg price
Incredible$26.74avg listing price — sweet spot $15–$100
Competition
Great25%top-5 click share — an open shelf
Price range
Great$5.22–$78.50cheapest to priciest tracked listing — scored on the share inside $15–$100
Review moat
Good1,051.4avg incumbent reviews — the moat a new listing must climb
Brand share
Okay84%top-5 brand share — brands hold most of the demand
Quality gap
Okay4.6★avg incumbent rating — lower means beatable quality
Market size
Okay$105K$105K/yr · 575K searches
Growth
Bad-23.4%90-day search growth — must beat 0% to launch
Returns
Bad8.6%return rate — above 5% kills the launch gate
Conversion
Bad0.7%search→purchase rate — share of searches ending in a sale
Signals High Returns