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AI Visibility Scorecard
Leighton Lab — Jake Leighton
leightonlab.com · Technology
At 2.3/10, Leighton Lab — Jake Leighton is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,445,314 of 2,616,081 in Technology for AI visibility
2.3
/10
AEO Score
About Leighton Lab — Jake Leighton
from our crawl and measurement
Leighton Lab Jake Leighton is a business whose own site puts it this way: "Jake Leighton, computational cancer biology, taught in R. Video course, textbook, and resources for learning bioinformatics and machine learning for oncology." As far as answer engines are concerned it may as well not exist yet: 2.3 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
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
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 2.3/10, Leighton Lab — Jake Leighton is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Leighton Lab — Jake Leighton
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leightonlab
Cite this score: Engagemii (2026). "AEO Score for Leighton Lab — Jake Leighton." Retrieved from https://engagemii.com/aeo/brands/leightonlab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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