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christmas cake boxes
Skip itA concentrated shelf (top 5 take 100% of clicks) — this niche doesn't clear our bar today.
Returns
Great1.6%return rate — above 5% kills the launch gate
Review moat
Great393avg incumbent reviews — the moat a new listing must climb
Avg price
Bad£7.04avg listing price — sweet spot $15–$100
Quality gap
Bad4.7★avg incumbent rating — lower means beatable quality
Growth
Bad-15.1%90-day search growth — must beat 0% to launch
Conversion
Bad0.8%search→purchase rate — share of searches ending in a sale
Market size
Bad£4K£4K/yr · 69K searches
Competition
Bad100%top-5 click share — a locked-up shelf
Brand share
Bad100%top-5 brand share — brand-locked demand
Price range
Bad£5.30–£9.23cheapest to priciest tracked listing — scored on the share inside $15–$100
Signals Low Review Barrier