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71

solar panel cleaner

Worth a look

Shows beatable incumbent ratings (3.9★), but a failed launch gate (market size, growth, or returns) keeps it on the watch list.

Market size 70Growth 66Conversion 33Competition 76Returns 70Price range 57Avg price 82Brand share 85Review moat 76Quality gap 96

Quality gap

Incredible3.9★

avg incumbent rating — lower means beatable quality

Brand share

Great50%

top-5 brand share — no brand owns this niche

Avg price

Great$80.90

avg listing price — sweet spot $15–$100

Competition

Great39%

top-5 click share — an open shelf

Review moat

Great476.74

avg incumbent reviews — the moat a new listing must climb

Market size

Good$724K

$724K/yr · 342K searches

Returns

Good2.2%

return rate — above 5% kills the launch gate

Growth

Good+45.6%

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

Price range

Good$19.00–$161.75

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

Conversion

Okay2.6%

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

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