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AI Visibility Scorecard
National Academies Publications
nap.edu · Technology
Somewhat visible. AI bots can read National Academies Publications, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
ChatGPT · Meta AI · Claude · Apple Intelligence
#24,878 of 2,652,569 in Technology for AI visibility
7
/10
AEO Score
About National Academies Publications
from our crawl and measurement
National Academies Publications describes itself simply: "Access expert reports, research publications, and evidence-based resources from the National Academies of Sciences, Engineering, and Medicine." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.9 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 5 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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
5
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
6
Press and news coverage.
Community
6
Forum and community discussion.
Social Mentions
6
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 7/10, National Academies Publications has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for National Academies Publications
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nap-edu
Cite this score: Engagemii (2026). "AEO Score for National Academies Publications." Retrieved from https://engagemii.com/aeo/brands/nap-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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