AI Visibility Scorecard
American Mechanical Group
amgoh.com · Home & Living
Borderline visible. AI bots can crawl American Mechanical Group, 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 3 times
Meta AI · Claude
#227,392 of 1,378,072 in Home & Living for AI visibility
19
4
AEO Visibility
iBorderline · 4/10
-
Network Authority
iNot connected yet
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About American Mechanical Group
from our crawl and measurement
Home, based in Columbus, OH, describes itself simply: "Maintaining Home & Facility Health Since 1945. American Mechanical Group is your one-stop shop for superior quality HVAC, Refrigeration, Commercial Kitchen, Plumbing, Electrical and." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
- Company ·
- American Mechanical Group
- Website ·
- amgoh.com
- Industry ·
- Home & Living
- Location ·
- Columbus, OH
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- AI reads ·
- 3
- Last scored ·
- Aug 16, 2026
- Verified connections ·
- None yet
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 4/10, American Mechanical Group is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for American Mechanical Group
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/amgoh
Cite this score: Engagemii (2026). "AEO Score for American Mechanical Group." Retrieved from https://engagemii.com/aeo/brands/amgoh
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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