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allison transmission filter

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A concentrated shelf (top 5 take 78% of clicks) — this niche doesn't clear our bar today.

Market size 35Growth 23Conversion 79Competition 18Returns 96Price range 90Avg price 95Brand share 30Review moat 68Quality gap 33

Returns

Incredible0.9%

return rate — above 5% kills the launch gate

Avg price

Incredible$27.59

avg listing price — sweet spot $15–$100

Price range

Great$11.92–$65.78

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

Conversion

Great8.1%

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

Review moat

Good790.25

avg incumbent reviews — the moat a new listing must climb

Market size

Okay$170K

$170K/yr · 76K searches

Quality gap

Okay4.5★

avg incumbent rating — lower means beatable quality

Brand share

Okay87%

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

Growth

Bad-3.4%

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

Competition

Bad78%

top-5 click share — a locked-up shelf

Reviews