#349,645 OF 522,647 IN PROFESSIONAL SERVICES
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AI Visibility Scorecard
Clint Troxel: engineering leadership through change
ctro.net · Professional Services
Borderline visible. AI bots can crawl Clint Troxel: engineering leadership through change, 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
#349,645 of 522,647 in Professional Services for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Clint Troxel: engineering leadership through change
from our crawl and measurement
Clint Troxel · Engineering leadership through change, based in Jackson, WY, describes itself simply: "Engineering leader with 25+ years in software and 10+ in leadership and management, across self-employment, startups, the federal government, and big tech." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found structured data on the page (Person, ProfessionalService), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
8
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.9/10, Clint Troxel: engineering leadership through change is crawlable but under-signaled - fixable, and the signals above are where to start.
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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 September 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ctro-net
Cite this score: Engagemii (2026). "AEO Score for Clint Troxel: engineering leadership through change." Retrieved from https://engagemii.com/aeo/brands/ctro-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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