AI Visibility Scorecard
Label-Free Sobriety | Build a Different Life
labelfreesobriety.com · Other
Borderline visible. AI bots can crawl Label-Free Sobriety | Build a Different Life, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
19
AI Naming Predictability
iRarely named · 19/100
Average 15
Top 58% of Other
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
See what's behind this score →30
0
About Label-Free Sobriety | Build a Different Life
from our crawl and measurement
Label-Free Sobriety is a business whose own site puts it this way: "Drinking is a chapter - you don't have to let it be the whole story. This is a framework for anyone who's decided they want to write a different one." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite, Organization), an llms.txt file for AI models, a sitemap. It also found the gaps that keep answer engines guessing: a heading structure that lays out what it offers.
- Company ·
- Label-Free Sobriety | Build a Different Life
- Website ·
- labelfreesobriety.com
- Industry ·
- Other
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Jul 31, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
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
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 3.5/10, Label-Free Sobriety | Build a Different Life is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Label-Free Sobriety | Build a Different Life
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/labelfreesobriety
Cite this score: Engagemii (2026). "AEO Score for Label-Free Sobriety | Build a Different Life." Retrieved from https://engagemii.com/aeo/brands/labelfreesobriety
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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