▲ 1.6 since Jun 2026
#40,853 OF 920,303 IN EDUCATION
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AI Visibility Scorecard
zyBooks
codingrooms.com · Education
Somewhat visible. AI bots can read zyBooks, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 16 times
Meta AI · Apple Intelligence · Claude
#40,853 of 920,303 in Education for AI visibility
7
AEO Visibility
iVisible · 6.6/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
2
AI Adoption
iBasic · 2/100
About zyBooks
from our crawl and measurement
zyBooks is a business whose own site puts it this way: "Help students succeed and save instructors time with AI tools and auto-graded learning solutions." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including Applebot (Siri) and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
3
Forum and community discussion.
Social Mentions
1
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 6.6/10, zyBooks has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for zyBooks
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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 August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codingrooms
Cite this score: Engagemii (2026). "AEO Score for zyBooks." Retrieved from https://engagemii.com/aeo/brands/codingrooms
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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