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AI Visibility Scorecard
tucna.org · Technology
Somewhat visible. AI bots can read TUCNA-The Texas Unity Convention of Narcotics Anonymous, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence · Meta AI
#404,132 of 2,651,129 in Technology for AI visibility
5.6
/10
AEO Score
from our crawl and measurement
TUCNA-The Texas Unity Convention of Narcotics Anonymous is a Whitney, TX business whose own site puts it this way: "Experience hope and recovery at the Texas NA convention. Join us for support, connection, and empowerment in your journey toward sobriety." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 5.6/10, TUCNA-The Texas Unity Convention of Narcotics Anonymous has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for TUCNA-The Texas Unity Convention of Narcotics Anonymous
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tucna-org
Cite this score: Engagemii (2026). "AEO Score for TUCNA-The Texas Unity Convention of Narcotics Anonymous." Retrieved from https://engagemii.com/aeo/brands/tucna-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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