When Kiez Queries Change the AI Recommendation
How Berlin neighborhood AI search changes recommendations across Kreuzberg, Wedding, Neukölln, Mitte, and Charlottenburg.
Field Notes
Berlin AI SEO field notes
The blog follows the crossing point between Berlin behavior and AI search: how a query changes from Neukölln to Charlottenburg, why English-speaking founders use different shortcuts than German residents, how reviews become evidence, and where service pages fail to give AI systems enough local grip. I publish one practical Berlin AI SEO field note every week, plus a monthly AI answer watch comparing how different systems describe local business categories across districts.
The Profile Gaps That Thin Berlin AI Answers
How Berlin Google Business Profile gaps, maps data, reviews, hours, and categories feed vague or wrong AI search answers.
Why ChatGPT Skips Visible Berlin Businesses
Why visible Berlin businesses disappear from ChatGPT and Perplexity results, and how repeated local evidence shapes AI search visibility.