AI Visibility Scorecard
LKN Refresh
refreshlkn.com · Healthcare
Borderline visible. AI bots can crawl LKN Refresh, 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 9 times
Meta AI · Claude · Apple Intelligence · Amazon Alexa
#47,817 of 925,226 in Healthcare for AI visibility
20
4
AEO Visibility
iBorderline · 4.2/10
-
Network Authority
iNot connected yet
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
Business connections
Public companies in Healthcare have about 3 business relationships on record.
You have none on record yet.
About LKN Refresh
from our crawl and measurement
LKN Refresh is a Cornelius, NC business whose own site puts it this way: "Medical spa in Cornelius, NC serving Davidson, Huntersville, Mooresville, and Lake Norman. BOTOX, dermal fillers, laser treatments, microneedling, weight loss & wellness. Call 980-216-8484." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
AI crawlers have visited 9 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
- Company ·
- LKN Refresh
- Website ·
- refreshlkn.com
- Industry ·
- Healthcare
- Location ·
- Cornelius, NC
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Oct 24, 2026
The 6 signals AI reads
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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 4.2/10, LKN Refresh is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LKN Refresh
Which AI engines already crawl you
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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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/refreshlkn
Cite this score: Engagemii (2026). "AEO Score for LKN Refresh." Retrieved from https://engagemii.com/aeo/brands/refreshlkn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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