AI Visibility Scorecard
Katalyst — Revenue Recovery for Aesthetic Clinics
katalyst-io.com · Healthcare
Borderline visible. AI bots can crawl Katalyst — Revenue Recovery for Aesthetic Clinics, 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 3 times
Claude · Meta AI
#797,207 of 924,420 in Healthcare for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Katalyst — Revenue Recovery for Aesthetic Clinics
from our crawl and measurement
Katalyst Revenue Recovery for Aesthetic Clinics describes itself simply: "Every med spa has seven places where money quietly walks out the door." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.5/10, Katalyst — Revenue Recovery for Aesthetic Clinics is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Where is your clinic losing revenue right now?
Most clinic owners have a feel for where things slip — the after-hours calls, the leads that go quiet, the no-show that nobody followed up. The Leak Map puts a number on it. Every gap below has an estimated monthly cost. Add them up and you start to see why the Diagnostic changes the conversation.
Is this your brand?
The exact fixes for Katalyst — Revenue Recovery for Aesthetic Clinics
Which AI engines already crawl you
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/katalyst-io
Cite this score: Engagemii (2026). "AEO Score for Katalyst — Revenue Recovery for Aesthetic Clinics." Retrieved from https://engagemii.com/aeo/brands/katalyst-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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