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frigidaire refrigerator light bulb

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A concentrated shelf (top 5 take 74% of clicks) — this niche doesn't clear our bar today.

Market size 34Growth 29Conversion 95Competition 21Returns 70Price range 56Avg price 46Brand share 44Review moat 43Quality gap 23

Conversion

Incredible12.4%

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

Returns

Good2.2%

return rate — above 5% kills the launch gate

Price range

Good$5.96–$26.50

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

Avg price

Okay$11.51

avg listing price — sweet spot $15–$100

Brand share

Okay79%

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

Review moat

Okay2,242

avg incumbent reviews — the moat a new listing must climb

Market size

Okay$160K

$160K/yr · 112K searches

Growth

Okay+2.8%

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

Quality gap

Bad4.6★

avg incumbent rating — lower means beatable quality

Competition

Bad74%

top-5 click share — a locked-up shelf

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