AI Visibility Scorecard
Federation of American Scientists
fas.org · Media & Entertainment
Well-positioned for AI search. The breakdown below shows where Federation of American Scientists is still leaving points on the table.
AI engines read this profile 177 times
Meta AI · Claude · ChatGPT · Amazon Alexa
#5 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
8
AEO Visibility
iVisible · 7.7/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Federation of American Scientists
from our crawl and measurement
Federation of American Scientists describes itself simply: "FAS envisions a world where cutting-edge science, technology, ideas and talent are deployed to solve the biggest challenges of our time." Measured against the twelve signals AI engines rely on, it scores 7.7 out of 10, a strong showing.
Under the hood there is structured data on the page (WebPage, BreadcrumbList, WebSite) and a sitemap, but the score is capped by what is missing: an llms.txt file, a heading structure that lays out what it offers.
Our monitoring has logged 27 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
Good
Press and news coverage.
Community
Strong
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 7.7/10, Federation of American Scientists has a working base to build on - fixable, and the signals above are where to start.
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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/fas-org
Cite this score: Engagemii (2026). "AEO Score for Federation of American Scientists." Retrieved from https://engagemii.com/aeo/brands/fas-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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