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AI Visibility Scorecard
Macomb Sales & Service | Greater Metro Detroit ratingArtboard 1
macombservice.com · Healthcare
Somewhat visible. AI bots can read Macomb Sales & Service | Greater Metro Detroit ratingArtboard 1, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Meta AI
#284,629 of 835,300 in Healthcare for AI visibility
5.1
/10
AEO Score
About Macomb Sales & Service | Greater Metro Detroit ratingArtboard 1
from our crawl and measurement
"For nearly 20 years, Macomb Sales & Service has been a leader in providing commercial refrigeration and cooking equipment repair services for Michigan's hospitals, nursing homes." That is how Macomb Sales & Service of Shelby, MI introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, HVACBusiness), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
6
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
10
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
7
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 5.1/10, Macomb Sales & Service | Greater Metro Detroit ratingArtboard 1 has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Macomb Sales & Service | Greater Metro Detroit ratingArtboard 1
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/macombservice
Cite this score: Engagemii (2026). "AEO Score for Macomb Sales & Service | Greater Metro Detroit ratingArtboard 1." Retrieved from https://engagemii.com/aeo/brands/macombservice
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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