AI Visibility Scorecard
John Kavanagh
johnkavanagh.net · Technology
Somewhat visible. AI bots can read John Kavanagh, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude · Perplexity
#226,642 of 2,707,789 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
8
AI Adoption
iBasic · 8/100
About John Kavanagh
from our crawl and measurement
"The personal website, portfolio, and technical blog of John Kavanagh, an independent technical lead and senior software engineer in Brighton, UK." That is how John Kavanagh of Brighton, East Sussex introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (BreadcrumbList, WebSite, ProfessionalService), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 5.8/10, John Kavanagh has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
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I help teams make difficult platform work clearer, from architecture decisions and migrations to launch recovery, performance, and search visibility.Get in touchAboutServicesCase StudiesArticlesResourcesTimelineAvailabilityContact+44 (0) 7736 [email protected] & ImprintPrivacySitemap© 2001 - 2026 John Kavanagh. All rights reserved.Redesigned and redeveloped often.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnkavanagh-net
Cite this score: Engagemii (2026). "AEO Score for John Kavanagh." Retrieved from https://engagemii.com/aeo/brands/johnkavanagh-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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