AI Visibility Scorecard
Lee's Air, Plumbing and Heating
leesair.com · Home & Living
Somewhat visible. AI bots can read Lee's Air, Plumbing and Heating, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 129 times
Meta AI · Claude · Perplexity · ChatGPT
#4,058 of 1,376,760 in Home & Living for AI visibility
26
5
AEO Visibility
iBorderline · 5.2/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
0
AI Adoption
iNone detected · 0/100
About Lee's Air, Plumbing and Heating
from our crawl and measurement
"Lee’s provides top-quality HVAC and plumbing services in Fresno and Sacramento. From repairs to installations, we keep your home comfortable year-round. Call today!." That is how Lee's Air, Plumbing and Heating of Fresno, CA introduces itself. 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.
The site does the on-page work well, with structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models, a sitemap.
Our monitoring has logged 12 AI crawler visits 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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Fair
Press and news coverage.
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, Lee's Air, Plumbing and Heating has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Lee's Air, Plumbing and Heating
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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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leesair
Cite this score: Engagemii (2026). "AEO Score for Lee's Air, Plumbing and Heating." Retrieved from https://engagemii.com/aeo/brands/leesair
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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