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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 2 times
Claude · Apple Intelligence
#180,082 of 2,623,097 in Technology for AI visibility
6.1
/10
AEO Score
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 6.1 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
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
1
Forum and community discussion.
0
No Reddit mentions 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 6.1/10, Harvard Skills 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 Harvard Skills Lab
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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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