Why German Pages Beat English in Local Answers
Why German-language content for AI search can carry more local proof than English export pages, and how German SMEs should read the evidence.
Field notes
Annotated AI search observations
The blog follows German-market queries through the sources that answer engines choose: German pages, English export profiles, directories, product PDFs, association entries, procurement portals, and local press. I publish one annotated observation every two weeks. Each piece watches a specific query, records the cited evidence, names the claim that traveled, and ends with The Answer Ledger: a compact note on what carried weight and how to repair it.
How Perplexity Picks Sources for German Market Questions
How Perplexity sources German company answers, why directories can outweigh stronger pages, and what AI SEO repair work should inspect first.
When AI SEO Stops Being Classic Search Work
What AI SEO means for German businesses, and why classic Google SEO does not fully explain how answer engines describe SMEs.