AI Visibility Scorecard
Patrick Milward
patrickmilward.com · Other
Borderline visible. AI bots can crawl Patrick Milward, 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
4
AEO Visibility
iBorderline · 4.4/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Patrick Milward
from our crawl and measurement
Accueil is a business whose own site puts it this way: "- EN VOLS -TOME 2Prix10,00 €Aperçu rapide IDÉE EN L'AIR - EN VOLS - TOME 3Prix10,00 €Patrick MilwardBooks QUALIFIED QUAIL DANS LA PRESSE L'approche est très originale (...)." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 4.4/10, Patrick Milward is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Patrick Milward
Which AI engines already crawl you
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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 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/patrickmilward
Cite this score: Engagemii (2026). "AEO Score for Patrick Milward." Retrieved from https://engagemii.com/aeo/brands/patrickmilward
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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