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AI Visibility Scorecard
HVAC Service and Seasonal AC/Furnace Repair in Edmonton
mckinleyheating.com · Home & Living
Somewhat visible. AI bots can read HVAC Service and Seasonal AC/Furnace Repair in Edmonton, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#73,919 of 1,273,680 in Home & Living for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
About HVAC Service and Seasonal AC/Furnace Repair in Edmonton
from our crawl and measurement
HVAC Service and Seasonal AC/Furnace Repair in Edmonton is a business whose own site puts it this way: "Your heating, cooling and other comfort equipment deserves Expert service. Book online Enercare McKinley for repair, installation and maintenance services across Edmonton." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure and a clearly stated business identity. It is passable on a few credibility markers and basic crawler access. What holds it back is sitemaps and entity links AI can follow and structured data describing the business.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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 5.9/10, HVAC Service and Seasonal AC/Furnace Repair in Edmonton has a working base to build on - fixable, and the signals above are where to start.
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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 July 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mckinleyheating
Cite this score: Engagemii (2026). "AEO Score for HVAC Service and Seasonal AC/Furnace Repair in Edmonton." Retrieved from https://engagemii.com/aeo/brands/mckinleyheating
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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