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AI Visibility Scorecard
Today James Learnt
jameslearnt.com · Technology
Somewhat visible. AI bots can read Today James Learnt, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#514,858 of 2,623,115 in Technology for AI visibility
5.4
/10
AEO Score
About Today James Learnt
from our crawl and measurement
"Stuff James learns, mostly coding Next up: learn what kind of message I can put here to persuade you to start your own site, sharing the things you learn." That is how Today James Learnt 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 and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
3
Forum and community discussion.
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 5.4/10, Today James Learnt has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Today James Learnt
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/jameslearnt
Cite this score: Engagemii (2026). "AEO Score for Today James Learnt." Retrieved from https://engagemii.com/aeo/brands/jameslearnt
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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