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38

12 inch cake board and box

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Prices mostly outside the sweet spot ($4.73–$10.68) — this niche doesn't clear our bar today.

Market size 21Growth 26Conversion 100Competition 24Returns 97Price range 0Avg price 18Brand share 9Review moat 65Quality gap 28

Conversion

Incredible19.4%

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

Returns

Incredible0.5%

return rate — above 5% kills the launch gate

Review moat

Good909.75

avg incumbent reviews — the moat a new listing must climb

Quality gap

Okay4.6★

avg incumbent rating — lower means beatable quality

Growth

Okay+0.5%

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

Competition

Bad71%

top-5 click share — a locked-up shelf

Market size

Bad£86K

£86K/yr · 67K searches

Avg price

Bad£6.62

avg listing price — sweet spot $15–$100

Brand share

Bad96%

top-5 brand share — brand-locked demand

Price range

Bad£4.73–£10.68

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