AI Visibility Scorecard
MD Program
md.utoronto.ca · Education
Borderline visible. AI bots can crawl MD Program, 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.
AI engines read this profile 5 times
Meta AI · Claude
#24,602 of 937,746 in Education for AI visibility
49
AI Naming Predictability
iRarely named · 49/100
Education average 14
Top 10% of Education
See what's behind this score →5
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Network Authority
iNot connected yet
Education average 0.0
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
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About MD Program
from our crawl and measurement
"We strive to provide a supportive, student-focused learning environment delivered on campus and across our network of affiliated hospitals and relationships with a range of community." That is how MD Program introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- MD Program
- Website ·
- md.utoronto.ca
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Sep 3, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.7/10, MD Program is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for MD Program
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/md-utoronto-ca
Cite this score: Engagemii (2026). "AEO Score for MD Program." Retrieved from https://engagemii.com/aeo/brands/md-utoronto-ca
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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