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halloween cupcake cases
Skip itA concentrated shelf (top 5 take 100% of clicks) — this niche doesn't clear our bar today.
Returns
Incredible0.4%return rate — above 5% kills the launch gate
Review moat
Great368.5avg incumbent reviews — the moat a new listing must climb
Growth
Good+29.0%90-day search growth — must beat 0% to launch
Conversion
Okay3.9%search→purchase rate — share of searches ending in a sale
Quality gap
Okay4.5★avg incumbent rating — lower means beatable quality
Avg price
Bad£4.34avg listing price — sweet spot $15–$100
Market size
Bad£5K£5K/yr · 27K searches
Competition
Bad100%top-5 click share — a locked-up shelf
Brand share
Bad100%top-5 brand share — brand-locked demand
Price range
Bad£2.57–£7.87cheapest to priciest tracked listing — scored on the share inside $15–$100
Signals Low Review Barrier