AI Search Visibility Pack (GEO for Dentists)

Produce a complete, AI-search-ready content package for one dental service page — the kind of page a generative search engine (ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews) will extract from when a prospective patient asks "best sedation dentist near me," "how much does a dental implant cost in Austin," or "can you fix a cracked tooth same day." The output is a single bundle a marketing coordinator or SEO agency can drop into the practice website with minimal further work: a factual service-page rewrite, a structured FAQ block, a Dentist-schema JSON-LD snippet, a short credentials-and-authority section, and a reviewable content-freshness log. The intent is not to replace a human writer; it is to produce the structured, factual, citation-friendly form that generative engines preferentially pull from.