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2015 gmc yukon tail light

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A concentrated shelf (top 5 take 81% of clicks) — this niche doesn't clear our bar today.

Market size 43Growth 41Conversion 58Competition 16Returns 48Price range 49Avg price 80Brand share 26Review moat 90Quality gap 23

Review moat

Great190.27

avg incumbent reviews — the moat a new listing must climb

Avg price

Great$86.71

avg listing price — sweet spot $15–$100

Conversion

Good5.0%

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

Price range

Okay$64.66–$136.58

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

Returns

Okay3.1%

return rate — above 5% kills the launch gate

Market size

Okay$224K

$224K/yr · 52K searches

Growth

Okay+13.0%

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

Brand share

Okay89%

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

Quality gap

Bad4.6★

avg incumbent rating — lower means beatable quality

Competition

Bad81%

top-5 click share — a locked-up shelf

Products