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AI Visibility Scorecard
ma-engineering.com · Professional Services
Somewhat visible. AI bots can read MA Engineering - Mechanical & Electrical Consultants, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#54,438 of 481,218 in Professional Services for AI visibility
5.7
/10
AEO Score
from our crawl and measurement
MA Engineering, based in Bloomfield Hills, MI, describes itself simply: "MA Engineering has provided comprehensive mechanical and electrical engineering services for a diversity of clients and projects across Michigan for 30 years." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 5.7/10, MA Engineering - Mechanical & Electrical Consultants has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MA Engineering - Mechanical & Electrical Consultants
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ma-engineering
Cite this score: Engagemii (2026). "AEO Score for MA Engineering - Mechanical & Electrical Consultants." Retrieved from https://engagemii.com/aeo/brands/ma-engineering
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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