AI Visibility Scorecard
MDGuidlines
mdguidelines.com · Healthcare
Somewhat visible. AI bots can read MDGuidlines, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude · ShapBot
#7,268 of 924,228 in Healthcare for AI visibility
27
AI Naming Predictability
iNamed occasionally · 27/100
More likely to be named than 99% of Healthcare companies
5
AEO Visibility
iBorderline · 5.2/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
2
AI Adoption
iBasic · 2/100
About MDGuidlines
from our crawl and measurement
MDGuidlines is a business whose own site puts it this way: "MDGuidelines supports better patient outcomes with evidence-based guidelines and disability durations for diagnostic interventions and return to activity." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 5.2/10, MDGuidlines has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for MDGuidlines
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdguidelines
Cite this score: Engagemii (2026). "AEO Score for MDGuidlines." Retrieved from https://engagemii.com/aeo/brands/mdguidelines
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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