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AI Visibility Scorecard
MAG HVAC
magheatingcooling.com · Home & Living
At 1.4/10, MAG HVAC is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 2 times
Claude · Meta AI
#1,250,820 of 1,264,848 in Home & Living for AI visibility
1.4
/10
AEO Score
About MAG HVAC
from magheatingcooling.com
Professional repair, installation, and maintenance for air conditioning and heating systems in East Hampton, NY. Same‑day service and written warranty.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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 1.4/10, MAG HVAC is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MAG HVAC
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/magheatingcooling
Cite this score: Engagemii (2026). "AEO Score for MAG HVAC." Retrieved from https://engagemii.com/aeo/brands/magheatingcooling
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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