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AI Visibility Scorecard
Leith Heating & Cooling
leithairconditioning.com · Home & Living
Borderline visible. AI bots can crawl Leith Heating & Cooling, 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 1 times
Claude
#424,875 of 1,217,362 in Home & Living for AI visibility
4.9
/10
AEO Score
About Leith Heating & Cooling
from our crawl and measurement
Trusted HVAC Company in Elgin IL Heating & Cooling Experts is a Elgin, IL business whose own site puts it this way: "Leith Heating & Cooling is your local HVAC company in Elgin, IL, offering expert heating and cooling repairs you can trust. Contact us today!." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (Product, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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 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 4.9/10, Leith Heating & Cooling is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Leith Heating & Cooling
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leithairconditioning
Cite this score: Engagemii (2026). "AEO Score for Leith Heating & Cooling." Retrieved from https://engagemii.com/aeo/brands/leithairconditioning
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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