Solar Topps AI visibility score and rankings

Early data — 2 mentions so far. Scores need 50+ mentions.

Data as of Mar 20, 2026. Sign up free to see the latest daily data.

Parse Score

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No mentions yet.

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How well you compete

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How broadly AI mentions you

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How often AI cites you

Parse Score

—

No mentions yet.

—

How well you compete

——

How broadly AI mentions you

——

How often AI cites you

This week· sample

Mixed week — score steady, one competitor gained ground.

Score shiftGained ground on 3 prompts this week

CompetitorA competitor was added to a cited roundup page

CitationNew source citing this brand in 2 prompt answers

Add Solar Toppsto see what's changing each week.

Tasks· sample

Reply to this cited Reddit thread

Reach out to this cited publication

Questions people ask AI where Solar Topps appears in the last 30 days

Prompt	Prompt visibility
For a homeowner with HOA restrictions, which solar companies have the most experience navigating aesthetic and placement requirements?	0
How can a homeowner compare 20-year savings projections from different solar installers that use different assumptions about utility rate increases?	0
I am planning to install solar panels. Who offers independent shade analysis?	0