⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
Lisa Akers — Engineering the Human Variable
humanvariableinstitute.com · Food & Beverage
Borderline visible. AI bots can crawl Lisa Akers — Engineering the Human Variable, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,211,757 of 1,707,025 in Food & Beverage for AI visibility
3.6
/10
AEO Score
About Lisa Akers — Engineering the Human Variable
from our crawl and measurement
"Leadership insights for technical leaders, from someone who has actually done the technical work. Chief Engineer, Artemis Program. Author of The Emotional Architect. Weekly...." That is how Lisa Akers — Engineering the Human Variable introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 3.6/10, Lisa Akers — Engineering the Human Variable is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lisa Akers — Engineering the Human Variable
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Lisa Akers — Engineering the Human Variable.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/humanvariableinstitute
Cite this score: Engagemii (2026). "AEO Score for Lisa Akers — Engineering the Human Variable." Retrieved from https://engagemii.com/aeo/brands/humanvariableinstitute
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform