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This research explores the emergence of digital health and AI apps, particularly in mental health post-COVID-19. It analyses app selection criteria, user experiences, and claims to identify issues like exaggerated marketing, user dissatisfaction, and dependency risks. Findings highlight ethical concerns like regulation gaps, user safety risks, and flawed AI interactions. Recommendations focus on addressing unregulated claims, greater transparency, and evidence-driven development to safeguard...