▼ 0.7 since Jun 2026
#91,673 OF 1,959,215 IN MEDIA & ENTERTAINMENT
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AI Visibility Scorecard
Mechanical Engineering Services Near Detroit, MI
cdaeng.com · Media & Entertainment
Somewhat visible. AI bots can read Mechanical Engineering Services Near Detroit, MI, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Claude · Apple Intelligence
#91,673 of 1,959,215 in Media & Entertainment for AI visibility
6
AEO Visibility
iVisible · 6.3/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Mechanical Engineering Services Near Detroit, MI
from our crawl and measurement
Mechanical Engineering Services Near Detroit, MI, based in Troy, MI, describes itself simply: "With over 40 years of experience, the team at CDA Engineering are professionals when it comes to mechanical engineering. Request a quote near Detroit, MI." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
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 6.3/10, Mechanical Engineering Services Near Detroit, MI has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose CDA for Your Next Engineering Job?
Unmatched Experience With over four decades in the industry, you can count on CDA.
Is this your brand?
The exact fixes for Mechanical Engineering Services Near Detroit, MI
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Mechanical Engineering Services Near Detroit, MI.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cdaeng
Cite this score: Engagemii (2026). "AEO Score for Mechanical Engineering Services Near Detroit, MI." Retrieved from https://engagemii.com/aeo/brands/cdaeng
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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