AI Visibility Scorecard
O'Reilly Media
macruby.labs.oreilly.com · Technology
Visible to AI search. AI engines can read O'Reilly Media, and Structured Data and Reddit are what would get it named ahead of competitors.
AI engines read this profile 15 times
Meta AI · ChatGPT · Claude · Parallel
85
AI Naming Predictability
iNamed sometimes · 85/100
Technology average 28
Top 2% of Technology
See what's behind this score →6.1
-
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 →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Technology average 17
See what's behind this score →7
About O'Reilly Media
from our crawl and measurement
"The O'Reilly learning platform is a skill-building platform that equips individuals and teams with the resources that drive business outcomes. We help tech teams stay ahead." That is how O'Reilly Media of Sebastopol, CA introduces itself. Its AI visibility score is 6.1 out of 10: the engines can find and read it, with a few gaps left to close.
Our crawl found structured data on the page (Corporation, WebPage, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 15 times in our tracking, including Meta AI, GPTBot (ChatGPT) and ClaudeBot (Anthropic).
- Company ·
- O'Reilly Media
- Website ·
- macruby.labs.oreilly.com
- Industry ·
- Technology
- Location ·
- Sebastopol, CA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 6.1/10, O'Reilly Media is visible with gaps to close; the signals above show which.
Is this your brand?
The exact fixes for O'Reilly Media
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for O'Reilly Media.
Source & Attribution
Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/macruby-labs-oreilly
Cite this score: Engagemii (2026). "AEO Score for O'Reilly Media." Retrieved from https://engagemii.com/aeo/brands/macruby-labs-oreilly
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform