AI Visibility Scorecard
jonathan-frere.com · Technology
Somewhat visible. AI bots can read Jonathan's Blog, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 7 times
Claude · Meta AI · ShapBot
#101,091 of 2,704,452 in Technology for AI visibility
87
AI Naming Predictability
iAI names companies like this often · 87/100
Technology average 28
Top 2% of Technology
See what's behind this score →5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
from our crawl and measurement
", 15th March 2023Pl-Design, Effects, RustBook Review: A Philosophy of Software Design, 1st July 2020Book Review, Programming, SoftwareThis work is licensed under CC BY-NC-SA 4.0This page." That is how Jonathan's Blog introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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
Good
Forum and community discussion.
Social Mentions
Good
Social discussion and mentions.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.4/10, Jonathan's Blog has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Jonathan's Blog
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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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Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jonathan-frere
Cite this score: Engagemii (2026). "AEO Score for Jonathan's Blog." Retrieved from https://engagemii.com/aeo/brands/jonathan-frere
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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