AI Visibility Scorecard
dermfix.us · Healthcare
Borderline visible. AI bots can crawl Dermfix Limited, 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.
AI engines read this profile 1 times
Claude
#139,066 of 925,375 in Healthcare for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
Healthcare average 11
Top 10% of Healthcare
See what's behind this score →4.1
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Healthcare average 3. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Transactable · 40/100
Healthcare average 18
See what's behind this score →3
from our crawl and measurement
Dermfix Limited, based in Chalfont St, Giles, Buckinghamshire, describes itself simply: "Dermfix Ltd is a UK-based supplier of LED red light and near-infrared panels and narrowband UVB (311nm) lamps for home and professional use, serving the UK, Canada and Australia." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
Our crawl found structured data on the page (OnlineStore, WebSite, ImageObject), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.1/10, Dermfix Limited is crawlable but under-signaled - fixable, and the signals above are where to start.
How Long Do Red Light Therapy LEDs Actually Last?
Panels are advertised with 50,000 or 100,000 hour LED ratings. Both... September 13, 2026
How to Read a Red Light Therapy Spec Sheet (and Spot an Inflated One)?
Nine numbers appear on almost every red light panel listing. Three ... August 29, 2026
Is a Red Light Panel Worth It? The Maths Against UK Clinic Sessions?
A home panel is a one-off cost with effectively unlimited sessions.... August 24, 2026
Panel, Mat, Mask or Bed — Which Format of Red Light Therapy?
The same wavelengths are sold in four very different formats, and t... August 19, 2026
Red Light Therapy vs Narrowband UVB: Which Do You Need?
Red light and narrowband UVB are both called light therapy, and the... August 17, 2026
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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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Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dermfix-us
Cite this score: Engagemii (2026). "AEO Score for Dermfix Limited." Retrieved from https://engagemii.com/aeo/brands/dermfix-us
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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