AI Visibility Scorecard
tedlab.mit.edu
tedlab.mit.edu · Education
Somewhat visible. AI bots can read tedlab.mit.edu, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 13 times
Meta AI · Claude · Apple Intelligence · ChatGPT
#14,388 of 937,778 in Education for AI visibility
26
AI Naming Predictability
iRarely named · 26/100
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 →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Education average 13
See what's behind this score →0
About tedlab.mit.edu
from our crawl and measurement
tedlab.mit.edu works in Education, based in Cambridge, MA. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- tedlab.mit.edu
- Website ·
- tedlab.mit.edu
- Industry ·
- Education
- Location ·
- Cambridge, MA
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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, tedlab.mit.edu has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for tedlab.mit.edu
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tedlab-mit-edu
Cite this score: Engagemii (2026). "AEO Score for tedlab.mit.edu." Retrieved from https://engagemii.com/aeo/brands/tedlab-mit-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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