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columbia university

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A small market ($40K/yr) — this niche doesn't clear our bar today.

Market size 10Growth 45Conversion 17Competition 83Returns 41Price range 82Avg price 95Brand share 14Review moat 46Quality gap 32

Avg price

Incredible$34.57

avg listing price — sweet spot $15–$100

Competition

Great32%

top-5 click share — an open shelf

Price range

Great$6.93–$54.88

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

Review moat

Okay1,920.79

avg incumbent reviews — the moat a new listing must climb

Growth

Okay+16.1%

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

Returns

Okay3.7%

return rate — above 5% kills the launch gate

Quality gap

Okay4.6★

avg incumbent rating — lower means beatable quality

Conversion

Bad1.3%

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

Brand share

Bad94%

top-5 brand share — brand-locked demand

Market size

Bad$40K

$40K/yr · 86K searches

Reviews