Show me the answer that bothers you

I start with the exact AI answers you care about, then split the problem into inclusion and ordering. I compare the public evidence around your business with the evidence around the businesses above you. Only after that do I suggest edits, new public sentences, or re-check timing.

I work with French businesses competing in best-of, top-X, “near me,” and comparison answers. Hotels, clinics, schools, agencies, restaurants, manufacturers, and specialist service firms are all good fits when the public trail can be inspected. I am most useful when there is a clear rival or a repeated bad seat.

Yes. I usually test both, because a business can rank cleanly in French and disappear in English. I look for category drift, weak translation, missing local proof, and third-party wording that one language retrieves better than the other.

I usually reply within a few working days through the site form. If the case is messy, I may ask for the exact prompts and screenshots before giving a useful answer. I would rather be slow and precise than quick with a guess.

I work in written audits, evidence maps, and re-check notes. A small diagnostic is enough when the question is narrow; a deeper engagement fits when several prompts, rivals, and languages need to be compared. Fees usually sit in the low to mid four-figure range depending on depth.

Reputation clean-up, review manipulation, fake citation work, and vague “make us rank everywhere” requests sit outside this practice. Broad brand campaigns are also a poor fit when nobody can name the prompt, rival, or business category. The work needs a public evidence trail I can read.