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modelling tools

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Soft demand (-29.4% this quarter) — this niche doesn't clear our bar today.

Market size 15Growth 10Conversion 29Competition 72Returns 97Price range 58Avg price 46Brand share 82Review moat 70Quality gap 33

Returns

Incredible0.5%

return rate — above 5% kills the launch gate

Brand share

Great53%

top-5 brand share — no brand owns this niche

Competition

Good42%

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

Review moat

Good711.53

avg incumbent reviews — the moat a new listing must climb

Price range

Good£3.54–£30.60

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

Avg price

Okay£11.48

avg listing price — sweet spot $15–$100

Quality gap

Okay4.5★

avg incumbent rating — lower means beatable quality

Conversion

Okay2.3%

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

Market size

Bad£59K

£59K/yr · 222K searches

Growth

Bad-29.4%

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