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AI Visibility Scorecard
Markus Löning
mloning.com · Technology
Borderline visible. AI bots can crawl Markus Löning, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,285,825 of 2,828,978 in Technology for AI visibility
3.5
/10
AEO Score
About Markus Löning
from our crawl and measurement
Markus Löning describes itself simply: "Using them effectively requires mastering them and making them your own to some degree, even when agents and the LLMs they rely on are still evolving.aiengineeringApr 14, 2026Using tmux." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
2
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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, Markus Löning is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Markus Löning
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mloning
Cite this score: Engagemii (2026). "AEO Score for Markus Löning." Retrieved from https://engagemii.com/aeo/brands/mloning
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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