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What we have learned about AI visibility.

Articles on Generative Engine Optimization: methodology, measurement and what actually counts in the AI systems of the German-speaking region — the AI visibility assessment shows where you stand today.

Articles

All articles at a glance.

Analysis

How AI Recommendations Actually Work

What a study reveals about how ChatGPT, Gemini, Perplexity and Claude build recommendations: measured weightings from 11,128 commercial queries.

14 min read · Read more →

Knowing where you stand is the first step. The assessment gives you the numbers.

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