Background. Community dental practices operate in a digital ecosystem in which patient trust is often shaped before the first clinical encounter. Aim. This article professionally develops the AI-DPM — Artificial Intelligence–Driven Dental Practice Marketing framework for responsible integration of artificial intelligence into predictive digital dental marketing. Materials and methods. A narrative synthesis of literature on oral health, digital marketing, AI in dentistry and digital health governance was conducted. Results. The proposed model integrates ethical data governance, predictive patient journey analysis, personalized communication, reputation management and performance indicators. Conclusions. AI-DPM can support access, prevention, patient retention and managerial efficiency, provided that transparency, professional oversight, data protection and empirical validation are ensured.