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AI Visibility Scorecard
PanelCensus — every US solar installation & installer, mapped
panelcensus.com · Real Estate
Borderline visible. AI bots can crawl PanelCensus — every US solar installation & installer, mapped, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Apple Intelligence
#220,402 of 611,987 in Real Estate for AI visibility
4.4
/10
AEO Score
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...." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
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
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.4/10, PanelCensus — every US solar installation & installer, mapped is crawlable but under-signaled - 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
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for PanelCensus — every US solar installation & installer, mapped.
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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