A composite plumber in Wedding, a Steuerberater in Charlottenburg, and a café near Hermannplatz with uneven afternoon reviews can all be "visible" online and still disappear when someone asks an AI tool for a local recommendation. I help Berlin SMEs and service providers understand how ChatGPT, Perplexity, Gemini, and AI-powered search read their language, district signals, reviews, directories, service pages, and proof. The work starts with real queries before it reaches keyword charts.
I map how Berlin service categories shift between German and English AI answers, especially where district names, review language, and directory mentions change the recommendation set. The work stays practical for small firms that need clearer evidence around who they serve and where they fit.
Bring the category, the Kiez, the language mix, and the AI answers you care about. I will help you see what the systems are probably reading.
Start with an audit