AI Visibility Scorecard
Brownstone Institute
brownstone.org · Nonprofits
Somewhat visible. AI bots can read Brownstone Institute, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 158 times
Meta AI · Perplexity · Claude · ByteDance AI
#2,642 of 827,172 in Nonprofits for AI visibility
70
AI Naming Predictability
iAI names companies like this often · 70/100
More likely to be named than 99% of Nonprofits companies
6
AEO Visibility
iBorderline · 5.5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Brownstone Institute
from our crawl and measurement
"Economics, social policy, public health, enlightenment values - Brownstone Institute defends freedom, promotes human rights, and open dialog." That is how Brownstone Institute of AUSTIN, TX introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
The site gets some of it right: it has structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
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
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Good
Forum and community discussion.
Social Mentions
Good
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 5.5/10, Brownstone Institute has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Brownstone Institute
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/brownstone-org
Cite this score: Engagemii (2026). "AEO Score for Brownstone Institute." Retrieved from https://engagemii.com/aeo/brands/brownstone-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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