Send the answer that worries you

I usually start with a small set of real AI search queries around a German SME, product category, supplier search, or comparison phrase. I save the answers, inspect the cited sources, and map which claim came from which public page. From there I write a repair plan for pages, profiles, directories, and source language.

I take on German SME visibility, B2B supplier descriptions, export-facing company profiles, product and service categorization, citation share, and German-English evidence mismatches. I am most useful when a company is already visible somewhere, but AI search is describing it with the wrong role, geography, category, or proof.

I usually reply within two working days. If the request is messy, I may answer with a narrow first read instead of a formal proposal. A useful first reply should tell you whether the problem looks like source selection, claim support, language mismatch, or entity confusion.

I usually work from saved answer records, source notes, and a written findings document. A consultation can be a one-off audit, a deeper source repair plan, or continuing observation where the same query groups are checked over time. Calls are used when they help explain the evidence.

Project work usually ranges from $3,800 to $14,000, depending on the number of query groups, engines, languages, and source types reviewed. Monthly observation usually ranges from $2,200 to $6,500 and depends on how many query groups, engines, and languages are watched over time.

I do not write fake reviews, manufacture citations, hide bad evidence, or promise a specific ranking inside an AI answer. I also do not treat a single good answer as proof that the issue is solved. If the public record is thin or contradictory, I will say that before recommending edits.