AI Visibility Scorecard
85 Heating and Cooling INC
85heatingcooling.com · Home & Living
Borderline visible. AI bots can crawl 85 Heating and Cooling INC, 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 4 times
Claude · Meta AI
#801,612 of 1,375,046 in Home & Living for AI visibility
23
AI Naming Predictability
iRarely named · 23/100
4
AEO Visibility
iBorderline · 4.4/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About 85 Heating and Cooling INC
from our crawl and measurement
"Our heating and cooling services are here to help. Whether you need installations, repair, or maintenance our team is available 24/7. Contact us now!." That is how 85 Heating and Cooling INC introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Fair
Inbound links from other sites.
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 4.4/10, 85 Heating and Cooling INC is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 85 Heating and Cooling INC
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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/85heatingcooling
Cite this score: Engagemii (2026). "AEO Score for 85 Heating and Cooling INC." Retrieved from https://engagemii.com/aeo/brands/85heatingcooling
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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