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AI Visibility Scorecard
MVZ PAN Institut
pan-institut.com · Healthcare
Borderline visible. AI bots can crawl MVZ PAN Institut, 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
ChatGPT
#497,702 of 839,070 in Healthcare for AI visibility
4.4
/10
AEO Score
About MVZ PAN Institut
from our crawl and measurement
Kinderwunschklinik: Endlich Eltern is a business whose own site puts it this way: "Sie wünschen sich ein Baby, doch Ihr Wunsch ist noch nicht in Erfüllung gegangen? In unserem Kinderwunschzentrum finden Sie kompetente Unterstützung! Mehr." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 4.4/10, MVZ PAN Institut is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MVZ PAN Institut
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 MVZ PAN Institut.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pan-institut
Cite this score: Engagemii (2026). "AEO Score for MVZ PAN Institut." Retrieved from https://engagemii.com/aeo/brands/pan-institut
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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