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AI Visibility Scorecard
MCA Technology Solutions
mcollins.com · information technology and services
Somewhat visible. AI bots can read MCA Technology Solutions, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#28,135 of 2,808,083 in Technology for AI visibility
7
/10
AEO Score
About MCA Technology Solutions
from our crawl and measurement
"Are you looking for comprehensive IT solutions? MCA offers managed services, cloud computing, cybersecurity, and 24/7 support tailored to your business needs." That is how MCA Technology Solutions of Chattanooga, TN introduces itself. Measured against the twelve signals AI engines rely on, it scores 7.0 out of 10, a strong showing.
On its own pages the site does well on structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a few credibility markers.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1987.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
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
9
Inbound links from other sites.
Domain Trust
3
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.
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 7/10, MCA Technology 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 MCA Technology Solutions
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MCA Technology Solutions.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcollins
Cite this score: Engagemii (2026). "AEO Score for MCA Technology Solutions." Retrieved from https://engagemii.com/aeo/brands/mcollins
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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