▼ 1.1 since Sep 2026
#102,213 OF 2,704,684 IN TECHNOLOGY
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AI Visibility Scorecard
animals.oreilly.com
animals.oreilly.com · Technology
Somewhat visible. AI bots can read animals.oreilly.com, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#102,213 of 2,704,684 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
2
AI Adoption
iBasic · 2/100
About animals.oreilly.com
from our crawl and measurement
Animal Menagerie describes itself simply: "What's that animal on the front of your O'Reilly book? You'll find it listed here." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.3 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
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
Strong
Social discussion and mentions.
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 6.2/10, animals.oreilly.com has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for animals.oreilly.com
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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.
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Source & Attribution
Scored by Engagemii on September 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/animals-oreilly
Cite this score: Engagemii (2026). "AEO Score for animals.oreilly.com." Retrieved from https://engagemii.com/aeo/brands/animals-oreilly
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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