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AI Visibility Scorecard
George Walkley / Outside Context
georgewalkley.com · Media & Entertainment
Somewhat visible. AI bots can read George Walkley / Outside Context, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · Claude · Apple Intelligence
#166,040 of 1,921,891 in Media & Entertainment for AI visibility
6
AEO Visibility
iVisible · 6/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
5
AI Adoption
iBasic · 5/100
About George Walkley / Outside Context
from our crawl and measurement
"Independent strategy consultant, AI expert, keynote speaker, and author specialising in publishing, media and knowledge-intensive industries." That is how George Walkley / Outside Context introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Person), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
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 6/10, George Walkley / Outside Context has a working base to build on - 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 August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/georgewalkley
Cite this score: Engagemii (2026). "AEO Score for George Walkley / Outside Context." Retrieved from https://engagemii.com/aeo/brands/georgewalkley
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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