AI Visibility Scorecard
devbio.stanford.edu · Education
Somewhat visible. AI bots can read Stanford Developmental Biology, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 28 times
Meta AI · Claude · Apple Intelligence · Perplexity
#14,389 of 937,773 in Education for AI visibility
22
AI Naming Predictability
iRarely named · 22/100
Education average 14
Top 2% of Education
See what's behind this score →5
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships · Education average 4
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Education average 13
See what's behind this score →0
from our crawl and measurement
"Welcome to the Department of Developmental Biology at Stanford University!." That is how Stanford Developmental Biology introduces itself. 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 (WebSite, Organization, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 10 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
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.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Strong
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.2/10, Stanford Developmental Biology has a working base to build on - fixable, and the signals above are where to start.
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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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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devbio-stanford-edu
Cite this score: Engagemii (2026). "AEO Score for Stanford Developmental Biology." Retrieved from https://engagemii.com/aeo/brands/devbio-stanford-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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