AI Visibility Scorecard
Deterministic Labs: Machine Intelligence, Built to Be Checked
deterministic-labs.com · Technology
Borderline visible. AI bots can crawl Deterministic Labs: Machine Intelligence, Built to Be Checked, 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
#2,160,692 of 2,707,329 in Technology for AI visibility
66
AI Naming Predictability
iLikely to be named · 66/100
3
AEO Visibility
iNear-invisible · 3.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Deterministic Labs: Machine Intelligence, Built to Be Checked
from our crawl and measurement
"A small lab where a person and machine intelligence build practical tools together, rooted in real work and checked against real examples." That is how Deterministic Labs: Machine Intelligence, Built to Be Checked introduces itself. When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Fair
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 3.4/10, Deterministic Labs: Machine Intelligence, Built to Be Checked is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have a technical workflow that keeps leaking time?
Tell us what goes in, what hurts and what you wish came out. Contact the lab Engineering and analytical tools. Deterministic Labs. Practical AI tools for messy real-world work. [email protected] Home What We Build Projects Approach About Contact
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on October 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/deterministic-labs
Cite this score: Engagemii (2026). "AEO Score for Deterministic Labs: Machine Intelligence, Built to Be Checked." Retrieved from https://engagemii.com/aeo/brands/deterministic-labs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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