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AI Visibility Scorecard
Andrew Mason — Ruby on Rails Software Engineer
andrewm.codes · Technology
Somewhat visible. AI bots can read Andrew Mason — Ruby on Rails Software Engineer, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Apple Intelligence
#216,119 of 2,622,967 in Technology for AI visibility
6
/10
AEO Score
About Andrew Mason — Ruby on Rails Software Engineer
from our crawl and measurement
"Andrew Mason is a Ruby on Rails engineer at Podia and co-host of the Remote Ruby podcast, writing about Rails, Ruby tooling, CI, and open source." That is how Andrew Mason Ruby on Rails Software Engineer introduces itself. Its AI visibility score is 6.0 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 (WebSite, Person), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 Trust
4
Established authority for your domain.
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 6/10, Andrew Mason — Ruby on Rails Software Engineer has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Andrew Mason — Ruby on Rails Software Engineer
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/andrewm-codes
Cite this score: Engagemii (2026). "AEO Score for Andrew Mason — Ruby on Rails Software Engineer." Retrieved from https://engagemii.com/aeo/brands/andrewm-codes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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