AI Visibility Scorecard
PanelCensus — every US solar installation & installer, mapped
panelcensus.com · Real Estate
Somewhat visible. AI bots can read PanelCensus — every US solar installation & installer, mapped, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Apple Intelligence · Meta AI · Claude
#106,872 of 721,119 in Real Estate for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
65
Muse Index Score
iAI agent readiness
Transactable · 65/100
0
AI Adoption
iNone detected · 0/100
About PanelCensus — every US solar installation & installer, mapped
from our crawl and measurement
PanelCensus — every US solar installation & installer, mapped describes itself simply: "3,941,331 US solar installations, distributed systems and 12,862 utility-scale plants, resolved into 9,516 installer profiles with volume, price, ownership and geography...." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is structured data on the page (Dataset, FAQPage, Organization) and an llms.txt file for AI models and a readable heading structure, but the score is capped by what is missing: a sitemap.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.2/10, PanelCensus — every US solar installation & installer, mapped has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for PanelCensus — every US solar installation & installer, mapped
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/panelcensus
Cite this score: Engagemii (2026). "AEO Score for PanelCensus — every US solar installation & installer, mapped." Retrieved from https://engagemii.com/aeo/brands/panelcensus
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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