AI Visibility Scorecard
Texas Freedom Network
tfn.org · Nonprofits
Somewhat visible. AI bots can read Texas Freedom Network, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 21 times
Meta AI · Claude · ChatGPT · ShapBot
#9,809 of 827,734 in Nonprofits for AI visibility
74
AI Naming Predictability
iNamed occasionally · 74/100
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 →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Nonprofits average 14
See what's behind this score →0
About Texas Freedom Network
from our crawl and measurement
"TFN is a statewide, nonpartisan, grassroots organization that is building an informed and effective movement for equality and social justice." That is how Texas Freedom Network introduces itself. Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it, it turns up in press coverage and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1995.
- Company ·
- Texas Freedom Network
- Website ·
- tfn.org
- Industry ·
- Nonprofits
- Location ·
- Austin, Texas
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
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
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Fair
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 read your site and name it in answers. At 5.2/10, Texas Freedom Network has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
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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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tfn-org
Cite this score: Engagemii (2026). "AEO Score for Texas Freedom Network." Retrieved from https://engagemii.com/aeo/brands/tfn-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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