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AI Visibility Scorecard
John's web site
johnborwick.com · Technology
Somewhat visible. AI bots can read John's web site, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#696,933 of 2,623,097 in Technology for AI visibility
5.2
/10
AEO Score
About John's web site
from our crawl and measurement
John's web site describes itself simply: "Creating personal MCP servers 2026-02-08 Using Claude to create MCP servers Running in Washington, DC 2024-04-14 Finding routes in a new city." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Person), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.2/10, John's web site has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John's web site
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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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/johnborwick
Cite this score: Engagemii (2026). "AEO Score for John's web site." Retrieved from https://engagemii.com/aeo/brands/johnborwick
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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