Compliance + visibility
Healthcare has strict advertising constraints: you need to produce informational (non-promo) content LLMs can cite as a source.
GEO audit by industry
"Best cardiology center in Milan", "private orthopedic knee clinic", "fertility specialists in Rome". Patients ask LLMs directly. The GEO audit measures your presence in these answers and why competitors win in your place.
Healthcare has a huge gap between top-of-mind facilities (known to the general public) and excellent but under-publicized ones. LLMs consolidate the primacy of already-known brands. Without an audit you don't know if you belong to the "safe" list AI proposes.
Healthcare has strict advertising constraints: you need to produce informational (non-promo) content LLMs can cite as a source.
LLMs weight academic sources, PubMed presences, medical news, hospital rankings. Without presence in these channels, the famous ones win.
Prompts combine "city + medical specialty" (cardiology Milan, oncology Rome). You must be intercepted on both.
These are the kinds of buyer-intent prompts ChatGPT, Gemini and Perplexity surface daily for your category.
Four objective metrics that translate into actions: brand recall, share of voice, citation sentiment and competitor coverage.
How often you're cited on prompts combining specialty + location of your catchment area.
Citation share vs reference public hospitals, IRCCSs, and competing clinics.
How AI describes you: flagship specialties, perceived quality, wait times.
The facilities stealing your visibility on patient buyer-intent queries.