AI Visibility Scorecard
Mentorenprogramm auf dem Wikimedia
mp.toolforge.org · Health & Wellness
Borderline visible. AI bots can crawl Mentorenprogramm auf dem Wikimedia, 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 2 times
Claude
#211,596 of 380,267 in Health & Wellness for AI visibility
16
AI Naming Predictability
iNamed occasionally · 16/100
More likely to be named than 99% of Health & Wellness companies
4
AEO Visibility
iNear-invisible · 3.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Mentorenprogramm auf dem Wikimedia
from our crawl and measurement
"Mentorendatenbank Willkommen auf der Entwicklungs-Version der Mentorendatenbank." That is how Mentorenprogramm auf dem Wikimedia introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
The site 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
Fair
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Good
Forum and community discussion.
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 3.8/10, Mentorenprogramm auf dem Wikimedia is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Mentorenprogramm auf dem Wikimedia
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mp-toolforge-org
Cite this score: Engagemii (2026). "AEO Score for Mentorenprogramm auf dem Wikimedia." Retrieved from https://engagemii.com/aeo/brands/mp-toolforge-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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