Bring the public trail into focus

I start by reading the public evidence the way an answer engine might: owned pages, maps, booking listings, menus, guide mentions, and language versions. Then I mark the exact visible elements that need clearer wording. The work begins with page titles, category lines, address logic, hours, menus, and booking rules rather than a separate brand workshop.

I take on AI visibility audits, bilingual evidence rewrites, category and attribute disambiguation, and source hierarchy reviews for independent Paris hotels, restaurants, cafés, wine bars, and boutiques. I am most useful when the business is good offline but messy online.

I usually reply within a few working days. If the request is clear and includes the relevant links, the first answer is faster and more useful. A vague “can you help with AI?” message takes longer to judge.

I usually work through a written audit, a call to explain the findings, and a practical rewrite of the public wording that needs correction. For smaller cases, that may be a focused advisory package. For larger cases, it may include English and French evidence alignment across several sources.

Most audit and advisory packages sit between $1,800 and $7,500, depending on how many sources need review and whether bilingual rewriting is included. A single-location audit costs less than a full source hierarchy review across pages, maps, booking platforms, and guide mentions.

I do not sell review schemes, fake local mentions, plugin bundles, mass directory posting, or generic SEO retainers. I also avoid projects where the owner wants poetic ambiguity kept everywhere while expecting machines to infer the practical facts.