Ein bewusster Tool-Ausstieg wurde zum Ausgangspunkt für ein portables Gedächtnis meiner KI-Agenten: Markdown, Git und drei Monate Konzeptarbeit.
AI & B2B
Making WordPress More Readable for AI Systems
AI systems don't need a bunch of fancy tricks; they need clear content, accessible pages, and understandable signals. Here's how to make your WordPress site easier to read.
My Approach to AI Visibility Audits with citelayer®
A good AI visibility audit doesn't just measure whether a brand is mentioned. It examines how systems understand it, which sources they use, and which gaps really matter.
Query Fan-Out: Why a Single Keyword Is No Longer Enough
AI Search no longer relies solely on a single keyword. Query Fan-Out reveals the sub-questions underlying a search query and explains why well-structured content clusters are becoming increasingly important.
AI Crawlers, robots.txt, and Content Signals
Not all AI crawlers are the same. If you want to clearly separate visibility, training, and user-triggered requests, you need more than just a knee-jerk robots.txt block.
Comparison Lists and Listicles in AI Search
Listicles aren't some new GEO magic trick, but rather an old SEO trick with a new twist: In AI Search, a self-promoting list can actually help the competition.
Schema, Entities, and Citable Content
Structured data isn't a magic solution for weak content. However, it helps connect brands, authors, products, and sources in a way that reduces the need for machines to guess.
llms.txt for WordPress: Useful, Overrated, or Both?
llms.txt can provide AI systems with a machine-readable table of contents. It is not a ranking factor for Google Search. However, it can still be useful for agents and documentation.
What is AI Visibility?
AI Visibility shows whether and how your brand appears in AI response systems and Google AI Search: accurately, visibly, citably, and comparably.
The WordPress 7.0 AI client from a developer's perspective
The WordPress 7.0 AI client in a developer deep-dive: API architecture, code examples, feature detection and what this means for existing plugins. From a plugin developer who's been at it since 2009.
The AI orchestra: Why most companies pay for a symphony and only hear a solo
Most companies only use AI superficially. How to activate the full orchestra instead of just the first violin with better context design.
AI & Data Protection 2025: How to use LLMs in compliance with GDPR – and get shadow AI under control in your company
How to use AI & LLMs such as ChatGPT in your company in compliance with the GDPR – with a view to the EU AI Regulation, shadow AI, and data protection-compliant platforms such as InnoGPT.











