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AI Visibility Scorecard
Boyd Heating & Cooling
boydhc.com · Home & Living
Somewhat visible. AI bots can read Boyd Heating & Cooling, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#320 of 686,472 in Home & Living for AI visibility
7
/10
AEO Score
About Boyd Heating & Cooling
from boydhc.com
Best heating and cooling HVAC contractor in the Greater Ann Arbor Area. High quality systems, installation, service & repair. Call us today!
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
2
Inbound links from other sites.
Domain Trust
-
Not yet measured.
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 7/10, Boyd Heating & Cooling has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Boyd Heating & Cooling
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/boydhc
Cite this score: Engagemii (2026). "AEO Score for Boyd Heating & Cooling." Retrieved from https://engagemii.com/aeo/brands/boydhc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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