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AI Visibility Scorecard
commons.oreilly.com · Technology
Somewhat visible. AI bots can read O'Reilly Media, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#28,135 of 2,808,083 in Technology for AI visibility
7
/10
AEO Score
from our crawl and measurement
O'Reilly Media is a Sebastopol, CA business whose own site puts it this way: "Build the skills your teams need. Give them the O'Reilly learning platform and equip them with the resources that drive business outcomes." Measured against the twelve signals AI engines rely on, it scores 7.0 out of 10, a strong showing.
On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on a few credibility markers and basic crawler access. What holds it back is structured data describing the business and a clearly stated business identity.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage and people discuss it in places AI engines read. Beyond that, it does not come up on Reddit.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
3
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
7
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
6
Press and news coverage.
Community
9
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 7/10, O'Reilly Media has a working base to build on - fixable, and the signals above are where to start.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/commons-oreilly
Cite this score: Engagemii (2026). "AEO Score for O'Reilly Media." Retrieved from https://engagemii.com/aeo/brands/commons-oreilly
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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