AUDIT AND DIAGNOSIS
We reviewed the project and the vertical and confirmed the main constraint: dating is one of the most competitive niches with difficult moderation. The platform had a genuine edge — AI that generates characters, scripts, and scenarios on the user's request, a deeply personalized experience rather than a generic clone — and that personalization was exactly what could drive conversions. We started with a clear hypothesis around audience and creatives.