#136,382 OF 517,052 IN PROFESSIONAL SERVICES
SCORE HISTORY BEGINS 2026-07-16
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AI Visibility Scorecard
SolarPro Lab
solarprolab.com · Professional Services
Somewhat visible. AI bots can read SolarPro Lab, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude
#136,382 of 517,052 in Professional Services for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
50
Muse Index Score
iAI agent readiness
Agent-ready · 50/100
0
AI Adoption
iNone detected · 0/100
About SolarPro Lab
from our crawl and measurement
"SolarPro Lab is the homeowner's solar company and independent solar advocate. We vet solar installers across Connecticut, New York City, and Long Island, compare the options for you, and." That is how SolarPro Lab of Suffield, CT introduces itself. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has structured data on the page (LocalBusiness, WebSite, FAQPage), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
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
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.1/10, SolarPro Lab has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for SolarPro Lab
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for SolarPro Lab.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/solarprolab
Cite this score: Engagemii (2026). "AEO Score for SolarPro Lab." Retrieved from https://engagemii.com/aeo/brands/solarprolab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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