AI Visibility Scorecard
Marco Mansfeld
marcomansfeld.com · Technology
Borderline visible. AI bots can crawl Marco Mansfeld, 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
#1,075,568 of 2,705,713 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Marco Mansfeld
from our crawl and measurement
Marco Mansfeld, based in Ixelles, BRU, describes itself simply: "Sparringspartner für Führung und Wachstum. Fractional HR, Beratung und Coaching für Gründer und Führungsteams in Tech, Mobility und digitalen Plattformen." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4.9/10, Marco Mansfeld is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Marco Mansfeld
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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/marcomansfeld
Cite this score: Engagemii (2026). "AEO Score for Marco Mansfeld." Retrieved from https://engagemii.com/aeo/brands/marcomansfeld
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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