AI Visibility Scorecard
John Boitnott
jboitnott.com · Technology
Borderline visible. AI bots can crawl John Boitnott, 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 9 times
Claude · ChatGPT · Apple Intelligence · ShapBot
#568,518 of 2,704,519 in Technology for AI visibility
67
AI Naming Predictability
iNamed occasionally · 67/100
Technology average 28
Top 6% of Technology
See what's behind this score →5
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships · Technology average 4
See what's behind this score →35
Muse Index Score
iAI agent readiness
Basic · 35/100
Technology average 17
See what's behind this score →8
About John Boitnott
from our crawl and measurement
"It is the smallest, most...June 18, 2026From The Ground UpFrom the Ground Up: Jasper Fu and the Invisible Money Layer That Makes Stablecoins Feel NormalJasper Fu, co-founder and CEO of." That is how John Boitnott introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
- Company ·
- John Boitnott
- Website ·
- jboitnott.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
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 read your site and name it in answers. At 4.7/10, John Boitnott is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John Boitnott
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jboitnott
Cite this score: Engagemii (2026). "AEO Score for John Boitnott." Retrieved from https://engagemii.com/aeo/brands/jboitnott
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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