AI Visibility Scorecard
Institute for the Future of the Book
futureofthebook.org · Education
Borderline visible. AI bots can crawl Institute for the Future of the Book, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 6 times
Meta AI · Claude · Apple Intelligence
#424,859 of 937,459 in Education for AI visibility
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AI Naming Predictability
iNot yet computed
5
AEO Visibility
iBorderline · 4.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Institute for the Future of the Book
from our crawl and measurement
Institute for the Future of the Book describes itself simply: "Institute for the Future of the Book About us We're a small think-and-do tank investigating the evolution of intellectual discourse as it shifts from printed pages to networked screens." When AI engines look at it, they find little to work with. It scores 4.8 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 once in our tracking, including 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
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
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 4.8/10, Institute for the Future of the Book is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Institute for the Future of the Book
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/futureofthebook-org
Cite this score: Engagemii (2026). "AEO Score for Institute for the Future of the Book." Retrieved from https://engagemii.com/aeo/brands/futureofthebook-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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