AI Visibility Scorecard
Macomb Sales & Service | Greater Metro Detroit ratingArtboard 1
macombservice.com · Healthcare
Borderline visible. AI bots can crawl Macomb Sales & Service | Greater Metro Detroit ratingArtboard 1, 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 4 times
Meta AI · Claude · ShapBot
#347,622 of 923,537 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 5/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
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 5.0 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
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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 5/10, Macomb Sales & Service | Greater Metro Detroit ratingArtboard 1 is crawlable but under-signaled - 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
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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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