AI Visibility Scorecard
John Cronin
1johncronin.com · Other
Borderline visible. AI bots can crawl John Cronin, 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 · ShapBot
<1
4
AEO Visibility
iNear-invisible · 3.5/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
?
AI Adoption
iNone detected · -/100
About John Cronin
from our crawl and measurement
John Cronin is a Breckenridge, CO business whose own site puts it this way: "Serial entrepreneur and founder of Transparency Technologies, the company behind Rookd, building from Breckenridge, Colorado. White House Champion of Change." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite, Person, 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
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Strong
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
Weak
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, John Cronin is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for John Cronin
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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 August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/1johncronin
Cite this score: Engagemii (2026). "AEO Score for John Cronin." Retrieved from https://engagemii.com/aeo/brands/1johncronin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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