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AI Visibility Scorecard
Coe Heating & Air Conditioning, Air Conditioner & Furnace Repair & Service
coeheating.com · Home & Living
Borderline visible. AI bots can crawl Coe Heating & Air Conditioning, Air Conditioner & Furnace Repair & Service, 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
Claude · Meta AI
#649,235 of 1,244,256 in Home & Living for AI visibility
4.4
/10
AEO Score
About Coe Heating & Air Conditioning, Air Conditioner & Furnace Repair & Service
from our crawl and measurement
"Serving Fort Wayne, IN area. We specialize in HVAC service, repair and maintenance of American-Standard furnaces, AC (A/C), heat pumps, ductless, geothermal for people near me." That is how Coe Heating & Air Conditioning, Air Conditioner & Furnace Repair & Service of Fort Wayne, IN introduces itself. When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
The site gets some of it right: it has structured data on the page (Review, HVACBusiness), a readable heading structure. What holds it back is what is absent, including an llms.txt file, 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
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 4.4/10, Coe Heating & Air Conditioning, Air Conditioner & Furnace Repair & Service is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Coe Heating & Air Conditioning, Air Conditioner & Furnace Repair & Service
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 Coe Heating & Air Conditioning, Air Conditioner & Furnace Repair & Service.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coeheating
Cite this score: Engagemii (2026). "AEO Score for Coe Heating & Air Conditioning, Air Conditioner & Furnace Repair & Service." Retrieved from https://engagemii.com/aeo/brands/coeheating
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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