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AI Visibility Scorecard
Cooper Mechanical Solutions
gmcooper.com · Home & Living
Somewhat visible. AI bots can read Cooper Mechanical Solutions, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Meta AI
#55,661 of 1,237,281 in Home & Living for AI visibility
6
/10
AEO Score
About Cooper Mechanical Solutions
from our crawl and measurement
Cooper Mechanical Solutions, based in Willow Grove, PA, describes itself simply: "<p>When a customer noticed insufficient airflow coming from their air conditioning unit, they contacted us to get to the bottom of the issue." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (HVACBusiness, CheckInAction, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
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 6/10, Cooper Mechanical Solutions has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cooper Mechanical Solutions
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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gmcooper
Cite this score: Engagemii (2026). "AEO Score for Cooper Mechanical Solutions." Retrieved from https://engagemii.com/aeo/brands/gmcooper
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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