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AI Visibility Scorecard
The Online Books Page
onlinebooks.library.upenn.edu · Media & Entertainment
Well-positioned for AI search. The breakdown below shows where The Online Books Page is still leaving points on the table.
AI engines read this profile 1 times
Claude
#7,395 of 1,830,478 in Media & Entertainment for AI visibility
7.1
/10
AEO Score
About The Online Books Page
from onlinebooks.library.upenn.edu
July 29, 2026 BOOKS ONLINE Search our Listings -- New Listings -- Authors -- Titles -- Subjects -- Serials NEWS Meet the People Behind the Books -- Blog (Everybody's Libraries) -- Latest Book Listings FEATURES A Celebration of Women Writers -- Read Banned Books -- Prize Winners Online ARCHIVES AND INDEXES General -- Non-English Language -- Specialty THE INSIDE STORY About Us -- FAQ -- Get Involved
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
1
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 Trust
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
9
Press and news coverage.
Community
9
Forum and community discussion.
8
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 7.1/10, The Online Books Page has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Online Books Page
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 July 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/onlinebooks-library-upenn-edu
Cite this score: Engagemii (2026). "AEO Score for The Online Books Page." Retrieved from https://engagemii.com/aeo/brands/onlinebooks-library-upenn-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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