AI Visibility Scorecard
Goodreads
goodreads.com · Media & Entertainment
Somewhat visible. AI bots can read Goodreads, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 25 times
Meta AI · Claude · Amazon Alexa · ChatGPT
#1,165 of 1,966,289 in Media & Entertainment for AI visibility
100
AI Naming Predictability
iAI names companies like this often · 100/100
Top 1% of Media & Entertainment
7
AEO Visibility
iVisible · 6.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
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 partially visible, scoring 6.7 out of 10, readable in places and missing in others.
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 25 times in our tracking, including OAI-SearchBot (OpenAI), Meta AI and ClaudeBot (Anthropic).
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Strong
Press and news coverage.
Community
Good
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 6.7/10, Goodreads has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Deciding what to read next?
You’re in the right place. Tell us what titles or genres you’ve enjoyed in the past, and we’ll give you surprisingly insightful recommendations.
What are your friends reading?
Chances are your friends are discussing their favorite (and least favorite) books on Goodreads.
Are you an author or a publisher?
Gain access to a massive audience of book lovers. Goodreads is a great place to promote your books.
Is this your brand?
The exact fixes for Goodreads
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Goodreads.
Source & Attribution
Scored by Engagemii on October 24, 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.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform