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AI Visibility Scorecard
Goodreads
goodreads.com · Media & Entertainment
Well-positioned for AI search. The breakdown below shows where Goodreads is still leaving points on the table.
AI engines read this profile 19 times
Meta AI · Claude · ChatGPT · ChatGPT Search
#1,448 of 1,911,667 in Media & Entertainment for AI visibility
8
/10
AEO Score
About Goodreads
from our crawl and measurement
Goodreads is a business whose own site puts it this way: "Find and read more books you’ll love, and keep track of the books you want to read. Be part of the world’s largest community of book lovers on Goodreads." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 8.0 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.
AI crawlers have visited 8 times in our tracking, including OAI-SearchBot (OpenAI), Meta AI and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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
7
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
9
Press and news coverage.
Community
6
Forum and community discussion.
Social Mentions
9
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 8/10, Goodreads has a working base to build on - fixable, and the signals above are where to start.
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/goodreads
Cite this score: Engagemii (2026). "AEO Score for Goodreads." Retrieved from https://engagemii.com/aeo/brands/goodreads
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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