AI Visibility Scorecard
Edwin George
edwingeorge.com · Professional Services
Borderline visible. AI bots can crawl Edwin George, 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
#406,126 of 526,474 in Professional Services for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Edwin George
from our crawl and measurement
Edwin George describes itself simply: "Independent business advisory, training and specialist loader crane industry support backed by practical experience." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and 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 3.8/10, Edwin George is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Is the constraint in the process — or in how people work within it?
The Business Performance Diagnostic looks at processes, systems and the operating model. The Cultural Effectiveness Diagnostic looks at how people work within them. Use either independently, or together when the cause of a constraint is less obvious.
Challenge 1: So you think you know Loader Cranes?
Twenty questions. About five minutes. A little knowledge, a little competition — mainly for fun. Score 17/20 or better while the prize draw is open and you can choose to enter. No personal details are needed simply to take the quiz. TAKE THE CHALLENGECHALLENGES Advice grounded in experience
Have a challenge you'd like to discuss?
Sometimes the best place to start is simply a conversation. CONTACT EDWIN GEORGE Strategic Training Loader Crane Expert Witness DiagnosticsChallengeAbout Contact Privacy Cookies © 2026 Edwin George Limited. All rights reserved. Company No. 15178409 · Registered in England & Wales
Is this your brand?
The exact fixes for Edwin George
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Edwin George.
Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/edwingeorge
Cite this score: Engagemii (2026). "AEO Score for Edwin George." Retrieved from https://engagemii.com/aeo/brands/edwingeorge
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform