AI Visibility Scorecard
Human Edge Index
humanedgeindex.com · Technology
Borderline visible. AI bots can crawl Human Edge Index, 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
#1,746,132 of 2,704,685 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
4
AI Adoption
iBasic · 4/100
About Human Edge Index
from our crawl and measurement
"Human Edge Index scores occupations for human edge vs AI pressure using task data, exposure signals and country context." That is how Human Edge Index introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 4.2/10, Human Edge Index is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Humans vs AI: who's winning today?
Right now the “human edge” side of the model leads by about 30.6 points across 237 roles we track - ballpark, not destiny.Humans slightly ahead · Δ 30.6HumanAIHuman-edge index59.1People stuff: contact, judgment, bodies on site, rules.AI pressure index28.5Automation heat: exposure layers + how “routine” the work feels.Roughly 46.3 world digital readiness and ~53.1 average labor resilience across 150 countries nudge.
Is this your brand?
The exact fixes for Human Edge Index
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 September 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/humanedgeindex
Cite this score: Engagemii (2026). "AEO Score for Human Edge Index." Retrieved from https://engagemii.com/aeo/brands/humanedgeindex
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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