AI Visibility Scorecard
Machine Over Human
machineoverhuman.com · Technology
Borderline visible. AI bots can crawl Machine Over Human, 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
#1,222,823 of 2,707,520 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Machine Over Human
from our crawl and measurement
A human-led product studio describes itself simply: "A human-led product studio for websites, business applications, automations and integrations." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 4.8/10, Machine Over Human is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What do you need?
01 / WebsitesMy website needs work.See the current site clearly, inspect real transformations and get a grounded plan.See what we’d change ↗02 / Custom BuildsI need something custom built.Applications, automations and integrations start with the outcome you need.Tell us what needs working ↗03 / AI EvidenceI need to know whether my AI works.Test a workflow under normal, edge and break conditions with PASS, FAIL or.
Is this your brand?
The exact fixes for Machine Over Human
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 October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/machineoverhuman
Cite this score: Engagemii (2026). "AEO Score for Machine Over Human." Retrieved from https://engagemii.com/aeo/brands/machineoverhuman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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