AI Visibility Scorecard
Jon Attree
jonattree.com · Technology
Borderline visible. AI bots can crawl Jon Attree, 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.
AI engines read this profile 2 times
Claude
#965,353 of 2,706,054 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 20% of Technology companies
4
AEO Visibility
iNear-invisible · 3.5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Jon Attree
from our crawl and measurement
Jon Attree is a business whose own site puts it this way: "Jon Attree's workshop: projects, experiments, and notes on turning messy problems into working systems." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (Person, 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
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
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 3.5/10, Jon Attree is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have a useful mess?
If you’re sitting on a strange idea, a system nobody wants to touch, or a problem that doesn’t fit neatly inside one job title, I’d like to hear about it.Start a conversation ↗[email protected]Jon Attree / WorkshopBuilt as a living record. 2026.Back to top ↑
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The exact fixes for Jon Attree
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jonattree
Cite this score: Engagemii (2026). "AEO Score for Jon Attree." Retrieved from https://engagemii.com/aeo/brands/jonattree
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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