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AI Visibility Scorecard
Free Life Labs
derm42.com · Healthcare
Somewhat visible. AI bots can read Free Life Labs, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#286,775 of 885,430 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
90
Muse Index Score
iAI agent readiness
Transactable · 90/100
0
AI Adoption
iNone detected · 0/100
About Free Life Labs
from our crawl and measurement
Derm 42: 42% Urea Cream for Cracked Heels is a Boerne, TX business whose own site puts it this way: "Free Life Labs makes clinically dosed, USA-made nutritional support for neuropathy, wound recovery, and dry or damaged skin. Products include NerveReverse, Derm 42, WoundWorx, and Peptalyn." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, Product) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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.
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 5.1/10, Free Life Labs has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on September 19, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/derm42
Cite this score: Engagemii (2026). "AEO Score for Free Life Labs." Retrieved from https://engagemii.com/aeo/brands/derm42
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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