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AI Visibility Scorecard
MS in Design
designprogram.stanford.edu · Education
Somewhat visible. AI bots can read MS in Design, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#16,124 of 877,013 in Education for AI visibility
6.9
/10
AEO Score
About MS in Design
from our crawl and measurement
MS in Design is a business whose own site puts it this way: "Earn your Master of Science in Design at the Stanford d.school. An interdisciplinary design master's focused on human-centered, digital, and physical design innovation." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (EducationalOccupationalProgram, Organization, BreadcrumbList). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
8
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
10
Press and news coverage.
Community
9
Forum and community discussion.
Social Mentions
0
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 6.9/10, MS in Design has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for MS in Design
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/designprogram-stanford-edu
Cite this score: Engagemii (2026). "AEO Score for MS in Design." Retrieved from https://engagemii.com/aeo/brands/designprogram-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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