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46

cupcake boxes 12 hole with window

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Prices mostly outside the sweet spot ($3.36–$16.80) — this niche doesn't clear our bar today.

Market size 42Growth 17Conversion 100Competition 27Returns 98Price range 13Avg price 23Brand share 37Review moat 80Quality gap 33

Conversion

Incredible21.2%

search→purchase rate — share of searches ending in a sale

Returns

Incredible0.4%

return rate — above 5% kills the launch gate

Review moat

Great400.33

avg incumbent reviews — the moat a new listing must climb

Market size

Okay£222K

£222K/yr · 127K searches

Brand share

Okay83%

top-5 brand share — brands hold most of the demand

Quality gap

Okay4.5★

avg incumbent rating — lower means beatable quality

Competition

Okay69%

top-5 click share — leaders hold, buyers still browse

Avg price

Bad£8.24

avg listing price — sweet spot $15–$100

Growth

Bad-15.4%

90-day search growth — must beat 0% to launch

Price range

Bad£3.36–£16.80

cheapest to priciest tracked listing — scored on the share inside $15–$100