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AI Visibility Scorecard

O'Reilly Media

Name: O'Reilly Media - AI Visibility Score
Creator: Engagemii
Published: 2026-07-31T20:00:48.238Z
License: https://creativecommons.org/licenses/by/4.0/

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oreilly.com · Technology

Well-positioned for AI search. The breakdown below shows where O'Reilly Media is still leaving points on the table.

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AI engines read this profile 7 times

Claude · ChatGPT · Common Crawl · Meta AI

#2 of 2,602,224 in Technology for AI visibility

8.2

/10

AEO Score

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. To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 8.2 out of 10.

Our crawl found structured data on the page (Corporation, WebPage, WebSite), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.

AI crawlers have visited 7 times in our tracking, including CCBot (Common Crawl), ClaudeBot (Anthropic) and Meta AI.

Industry · Technology

Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Inbound links from other sites.

Domain Trust

Established authority for your domain.

Entity Presence

Recognized in AI knowledge graphs.

News Mentions

Press and news coverage.

Community

Forum and community discussion.

Reddit mentions and discussion.

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 8.2/10, O'Reilly Media has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for O'Reilly Media: Tech & Electronics

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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/oreilly

Cite this score: Engagemii (2026). "AEO Score for O'Reilly Media." Retrieved from https://engagemii.com/aeo/brands/oreilly

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.