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AI Visibility Scorecard
Chris Hill | Reflective Practice at Organizational Scale
chilldesign.com · Technology
Somewhat visible. AI bots can read Chris Hill | Reflective Practice at Organizational Scale, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Apple Intelligence
#514,858 of 2,623,115 in Technology for AI visibility
5.4
/10
AEO Score
About Chris Hill | Reflective Practice at Organizational Scale
from our crawl and measurement
"Chris Hill is a transformation practitioner helping organizations navigate the shift to AI-augmented, agile delivery. Practical insight built from the inside of complex, large-scale change." That is how Chris Hill introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
7
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.4/10, Chris Hill | Reflective Practice at Organizational Scale has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Chris Hill | Reflective Practice at Organizational Scale
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/chilldesign
Cite this score: Engagemii (2026). "AEO Score for Chris Hill | Reflective Practice at Organizational Scale." Retrieved from https://engagemii.com/aeo/brands/chilldesign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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