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AI Visibility Scorecard
John Boitnott
jboitnott.com · Technology
Somewhat visible. AI bots can read John Boitnott, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · ChatGPT · Apple Intelligence
#134,184 of 2,642,812 in Technology for AI visibility
6.3
/10
AEO Score
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. Its AI visibility score is 6.3 out of 10: the engines can find it, but they do not have much to hold on to.
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).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
5
Forum and community discussion.
Social Mentions
0
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 6.3/10, John Boitnott 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 Boitnott
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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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