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AI Visibility Scorecard
rubyonmac.dev · Technology
Somewhat visible. AI bots can read Ruby on Mac, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#110,017 of 2,624,898 in Technology for AI visibility
6.4
/10
AEO Score
from our crawl and measurement
"Get Ruby working on your Mac in minutes, and peace of mind that you’ll always have a working Ruby dev setup." That is how Ruby on Mac introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 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 once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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.
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 6.4/10, Ruby on Mac has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ruby on Mac
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/rubyonmac-dev
Cite this score: Engagemii (2026). "AEO Score for Ruby on Mac." Retrieved from https://engagemii.com/aeo/brands/rubyonmac-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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