AI Visibility Scorecard
John Flaxman's randoms
johnflaxman.com · Education
Borderline visible. AI bots can crawl John Flaxman's randoms, 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
#538,730 of 937,188 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About John Flaxman's randoms
from our crawl and measurement
"John Flaxman's random blog about SEO, self-built tools, PHP, JavaScript and the occasional experiment." That is how John Flaxman's randoms introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 4.5/10, John Flaxman's randoms is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Cloaking nasıl çalışır ve nasıl tespit edilir?
25/09/26 · Black Hat SEO · Security · Technical SEO Cloaking, arama motoruna bir içerik, kullanıcıya başka bir içerik göstermek demek. Google'ın spam politikalarında en eski ve en net yasaklardan biri. Ama benim karşılaştığım vakaların çoğunda cloaking'i site sahibi yapmıyor; sitesi hacklenmiş ve saldırgan Googlebot'a bahis ya da ilaç spam'i gösterirken site sahibi tarayıcısında her şeyi normal görüyor.
Is this your brand?
The exact fixes for John Flaxman's randoms
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 October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnflaxman
Cite this score: Engagemii (2026). "AEO Score for John Flaxman's randoms." Retrieved from https://engagemii.com/aeo/brands/johnflaxman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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