Appear on ChatGPT: how a local pro gets recommended by AI

When someone types "a good osteopath in Lyon" or "employment law attorney near Bordeaux", ChatGPT does not comb through your website page by page the way a visitor would. Depending on the question and the version used, it relies either on the knowledge from its training or on a web search that surfaces a few sources deemed reliable, then synthesizes them.

The consequence is direct: you are not recommended because your website is pretty, but because the AI finds consistent traces of you elsewhere. A name, a specialty, a city, a phone number, reviews, all of this must exist and agree across several sources.

In other words, ChatGPT behaves like a well-informed friend: it only mentions what it knows with a minimum of certainty. Your goal is not to "rank first", but to be an obvious and verifiable answer to the question asked.

Several signals combine for a professional to become a credible answer in the eyes of the AI. The main ones:

• The clear entity: your name or that of your practice unambiguously associated with a profession and an area. "Durand Practice, physiotherapist, Nantes" is an entity; "Durand Practice" alone is not.
• Third-party sources: professional directories, local press articles, partner pages, profiles of professional bodies or federations. The AI trusts what others say about you more than what you say about yourself.
• The Google profile: up to date, correctly categorized, with address, hours, and reviews. It is one of the most consulted and most stable local sources.
• Consistency: same name, address, and title everywhere. The slightest contradiction weakens trust.

None of these signals is enough on its own. It is their convergence that makes an AI choose you rather than a peer who is invisible online.

First and foremost, the AI must be able to state precisely who you are. Formulate your professional identity consistently: exact name, profession, specialty, city. Use the same wording on your website, your Google profile, your social networks, and your directories.

On your website, a page that directly answers "who are you and what do you do" helps enormously. A clear opening sentence like "I am an attorney specialized in family law in Toulouse" is far more usable than a vague slogan. AIs extract standalone sentences, not moods.

Add the factual information a customer would ask for: service area, matters handled, how to book an appointment. These concrete details are exactly what an AI can reuse to build a useful and reassuring recommendation.

Your website is not enough, because an AI is wary of a source that only talks about itself. Other pages, independent of you, need to confirm your existence and your specialty.

Concretely: register with the serious directories of your profession, keep your profiles up to date on the platforms in your sector, seek mentions in the local press or in in-depth articles, take part in associations or federations that list you publicly.

Consistency prevails over quantity. Ten sources that say exactly the same thing about you are worth more than thirty contradictory profiles. Each new reliable source that repeats your name, your profession, and your city strengthens the likelihood that the AI will cite you, because it cross-checks the information and gains certainty.

The Google profile remains a pillar of local visibility, including for AIs. Fill it in completely: the right category, exact address, hours, a clear description, service area. A poorly categorized or abandoned profile sends a weak signal.

Reviews count twice. They reassure the human customer, and they provide the AI with context about your reputation and your strengths. A steady flow of authentic reviews, to which you respond, is worth more than an isolated spike followed by silence. Responding also shows that the professional is active and present.

The content of reviews feeds the description the AI can give of you. If your customers often mention a specific specialty or quality, it becomes an element the AI can reuse to recommend you on that point.

Several common mistakes sabotage visibility on ChatGPT, often without you realizing it:

• Inconsistent information: a different address between the website and the Google profile, a job title that varies. The AI prefers to set aside a dubious source rather than risk an error.
• Presence limited to your own website: without third-party sources, the AI has nothing to cross-check and rarely cites you.
• Vague and promotional content: superlatives without facts ("the best", "leader") are not extractable. Precise facts are.
• Neglected Google profile or ignored reviews: a signal of low activity.
• Keyword stuffing: a GEO study conducted with Perplexity (KDD 2024) shows that mechanically repeating keywords reduces AI visibility instead of increasing it. Clarity and sources do the opposite.

Correcting these points is often the fastest gain, because it is about consistency more than creation.

AI visibility is not settled in a day. The models rely on sources that take time to form and to be cross-checked. It is groundwork, done regularly, comparable to a local reputation built over time.

Start with what pays off most: check the consistency of your information everywhere, complete your Google profile, clearly formulate your professional identity on your website. Then, gradually broaden your third-party sources and maintain a flow of authentic reviews.

A useful starting point is to test it yourself. Ask ChatGPT the question a customer would ask in your city, and see who appears. If it is not you, you know what to work on. This simple diagnostic, done honestly, guides the rest of the approach.