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AI Visibility Scorecard
Research Guides at MCPHS University
mcphs.libguides.com · Education
Somewhat visible. AI bots can read Research Guides at MCPHS University, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#195,513 of 860,918 in Education for AI visibility
5.5
/10
AEO Score
About Research Guides at MCPHS University
from our crawl and measurement
mcphs.libguides.com describes itself simply: "Skip to Main Content MCPHS LibrariesResearch GuidesHome Welcome Research Guides are mini-universes of resources to support your academic work so that you can quickly get to the information." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
7
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 5.5/10, Research Guides at MCPHS University has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Research Guides at MCPHS University
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcphs-libguides
Cite this score: Engagemii (2026). "AEO Score for Research Guides at MCPHS University." Retrieved from https://engagemii.com/aeo/brands/mcphs-libguides
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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