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AI Visibility Scorecard
Writings on code
writingsoncode.com · Technology
Borderline visible. AI bots can crawl Writings on code, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,309,623 of 2,821,955 in Technology for AI visibility
3.4
/10
AEO Score
About Writings on code
from our crawl and measurement
Writings on code is a business whose own site puts it this way: "Home About me Email Github Writings on code | Ben Jackson About me Email Github You're not in the zone!." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
Our crawl found a sitemap, a readable heading structure, substantial page content. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
0
No inbound links found yet.
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
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 3.4/10, Writings on code is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Writings on code
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/writingsoncode
Cite this score: Engagemii (2026). "AEO Score for Writings on code." Retrieved from https://engagemii.com/aeo/brands/writingsoncode
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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