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AI Visibility Scorecard
MDL Strategic Comms
mdlcomms.com · Healthcare
Borderline visible. AI bots can crawl MDL Strategic Comms, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#383,640 of 769,426 in Healthcare for AI visibility
4.8
/10
AEO Score
About MDL Strategic Comms
from our crawl and measurement
"Underpinning these services is a deep understanding of how, when, and where information should be shared to maximize engagement.Read MoreOUR CLIENTSView case studies to show how we turned." That is how MDL Strategic Comms introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on a workable page structure and a partly stated business identity. What holds it back is structured data describing the business, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
8
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
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
1
Press and news coverage.
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 4.8/10, MDL Strategic Comms is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MDL Strategic Comms
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdlcomms
Cite this score: Engagemii (2026). "AEO Score for MDL Strategic Comms." Retrieved from https://engagemii.com/aeo/brands/mdlcomms
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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