AI Visibility Scorecard
Harvard Skills Lab
skillslab.dev · Technology
Somewhat visible. AI bots can read Harvard Skills Lab, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence
#226,641 of 2,707,521 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Harvard Skills Lab
from our crawl and measurement
Harvard Skills Lab is a Cambridge, MA business whose own site puts it this way: "At the Harvard Skills Lab, we are pioneering performance-based, scalable measurement techniques for higher-order skills like teamwork, leadership, and decision-making skills." Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 5.8/10, Harvard Skills Lab has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Are you a teamplayer?
Our foundational work, “Team Players: How Social Skills Improve Team Performance” describes a new method for measuring teamwork skill. Some people consistently cause their teams to be more than the sum of their parts. We call these individuals “team players.” We find that teamwork skills improve team performance about as much as IQ.Download paper
Is this your brand?
The exact fixes for Harvard Skills Lab
Which AI engines already crawl you
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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/skillslab-dev
Cite this score: Engagemii (2026). "AEO Score for Harvard Skills Lab." Retrieved from https://engagemii.com/aeo/brands/skillslab-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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