AI Visibility Scorecard
SD4DS
sd4ds.com · Healthcare
Borderline visible. AI bots can crawl SD4DS, 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
#626,546 of 923,289 in Healthcare for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About SD4DS
from our crawl and measurement
SD4DS is a business whose own site puts it this way: "Formation sur-mesure et coaching clinique pour chirurgiens-dentistes, en visio ou dans votre cabinet. Dr Stéphane Diaz, 40 ans d'expérience." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 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
Weak
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
Fair
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
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 4.3/10, SD4DS is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Et si nous échangions ?
Un entretien de trente minutes, offert et sans engagement, pour faire le point sur votre pratique et vos objectifs. Réserver mon entretien SD4DS SD for Dental Skills Formation et coaching clinique sur-mesure pour les chirurgiens-dentistes et leurs équipes.
Is this your brand?
The exact fixes for SD4DS
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for SD4DS.
Source & Attribution
Scored by Engagemii on September 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sd4ds
Cite this score: Engagemii (2026). "AEO Score for SD4DS." Retrieved from https://engagemii.com/aeo/brands/sd4ds
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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