AI Visibility Scorecard
Makeability Lab
makeabilitylab.cs.washington.edu · Education
Somewhat visible. AI bots can read Makeability Lab, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 25 times
Meta AI · ChatGPT · Claude · Perplexity
#14,387 of 937,751 in Education for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
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 →14
About Makeability Lab
from our crawl and measurement
Makeability Lab describes itself simply: "The Makeability Lab is an advanced research lab in Human-AI, directed by Prof. Jon E. Froehlich in UW's Allen School of Computer Science." 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 (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 22 times in our tracking, including ClaudeBot (Anthropic), Meta AI and GPTBot (ChatGPT).
- Company ·
- Makeability Lab
- Website ·
- makeabilitylab.cs.washington.edu
- Industry ·
- Education
- Location ·
- Seattle, Washington
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Oct 24, 2026
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
Good
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
Strong
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 5.2/10, Makeability Lab has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Makeability Lab
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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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/makeabilitylab-cs-washington-edu
Cite this score: Engagemii (2026). "AEO Score for Makeability Lab." Retrieved from https://engagemii.com/aeo/brands/makeabilitylab-cs-washington-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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