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airdog fuel filters

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Brand-locked demand (top 5 brands take 100% of clicks) — this niche doesn't clear our bar today.

Market size 34Growth 19Conversion 83Competition 3Returns 96Price range 95Avg price 93Brand share 0Review moat 79Quality gap 63

Returns

Incredible0.7%

return rate — above 5% kills the launch gate

Price range

Incredible$18.44–$82.11

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

Avg price

Great$49.41

avg listing price — sweet spot $15–$100

Conversion

Great9.1%

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

Review moat

Great414

avg incumbent reviews — the moat a new listing must climb

Quality gap

Good4.4★

avg incumbent rating — lower means beatable quality

Market size

Okay$166K

$166K/yr · 37K searches

Growth

Bad-12.4%

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

Competition

Bad97%

top-5 click share — a locked-up shelf

Brand share

Bad100%

top-5 brand share — brand-locked demand

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