AI Visibility Scorecard
Jonathon Colman
jonathoncolman.org · Nonprofits
Borderline visible. AI bots can crawl Jonathon Colman, 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 14 times
Claude · Meta AI · ChatGPT · Perplexity
#15,740 of 827,220 in Nonprofits for AI visibility
1
5
AEO Visibility
iBorderline · 4.7/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Jonathon Colman
from our crawl and measurement
Jonathon Colman describes itself simply: "I've worked on the web since 1994, and I'm grumpy it's not done yet. I'm a senior design manager at Intercom and a keynote speaker who’s appeared at over 90 events in 9 countries on 5." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 14 times in our tracking, including ClaudeBot (Anthropic), Meta AI and GPTBot (ChatGPT).
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
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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
Fair
Forum and community discussion.
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 4.7/10, Jonathon Colman is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Jonathon Colman
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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 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jonathoncolman-org
Cite this score: Engagemii (2026). "AEO Score for Jonathon Colman." Retrieved from https://engagemii.com/aeo/brands/jonathoncolman-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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