AI Visibility Scorecard
Andrew Keith Walker
andrewkeithwalker.com · Media & Entertainment
Borderline visible. AI bots can crawl Andrew Keith Walker, 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 1 times
Claude
#866,508 of 1,966,762 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
4
AI Adoption
iBasic · 4/100
About Andrew Keith Walker
from our crawl and measurement
Andrew Keith Walker is a business whose own site puts it this way: "Andrew Keith Walker is a scifi writer, journalist and broadcaster specialising in stories about the way technology affects human behaviour, life & business." 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 (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
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 4.7/10, Andrew Keith Walker is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What do I write about?
Technology has changed our daily experience of life and human behaviour along with it. Everyone knows likes used to be emotions, not clicks. Chat used to be something we did with voices, not thumbs. Shopping was as much a place as an activity. You paid in person or by post. The TV would only let you see what the networks wanted, when they wanted. Music came in sizes and speeds, never streams.
Is this your brand?
The exact fixes for Andrew Keith Walker
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/andrewkeithwalker
Cite this score: Engagemii (2026). "AEO Score for Andrew Keith Walker." Retrieved from https://engagemii.com/aeo/brands/andrewkeithwalker
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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