AI Visibility Scorecard
far.ai · Nonprofits
Somewhat visible. AI bots can read FAR.AI: Frontier Alignment Research, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 31 times
Claude · Meta AI · ChatGPT · Perplexity
#9,809 of 827,739 in Nonprofits for AI visibility
23
AI Naming Predictability
iRarely named · 23/100
Nonprofits average 9
Top 1% of Nonprofits
See what's behind this score →5
-
Network Authority
iNot connected yet
Nonprofits average 0.0
0 relationships · Nonprofits average 2
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Nonprofits average 14
See what's behind this score →12
from our crawl and measurement
FAR.AI: Frontier Alignment Research, based in Cambridge, MA, describes itself simply: "FAR.AI is an AI safety nonprofit advancing technical research across robustness, deception, and red-teaming to ensure AI systems remain safe and beneficial." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 18 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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
Fair
Press and news coverage.
Community
Fair
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.2/10, FAR.AI: Frontier Alignment Research has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for FAR.AI: Frontier Alignment Research
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/far-ai
Cite this score: Engagemii (2026). "AEO Score for FAR.AI: Frontier Alignment Research." Retrieved from https://engagemii.com/aeo/brands/far-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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