Product Strategy and Engineering · UMDB · May – Jul 2026
Taking a 5,000-user creative platform from free social product to monetized, without breaking the word of mouth that built it
UMDB (UntoldCine Movie Database) is the home base for emerging film talent. Creatives build a profile, find collaborators and paid work, and get discovered by the productions hiring next. It exists because of a specific trap its founders lived through: you cannot get credits without opportunities, and you cannot get opportunities without credits. Most creatives leave film school, university, and acting programs with no support system, no connections, and no roadmap.
The platform had proven that this problem was real. UMDB reached 1,000+ creatives in under four months on zero marketing spend, entirely through word of mouth, and 5,000+ users within eight months of launch.
What it did not have was revenue.
My mandate was to change that. I owned product strategy and feature ideation, built the roadmap alongside the founder, and shipped the work myself, since I came in with the technical background to build as well as define.
A free social platform with real organic growth is a fragile thing to monetize. The same properties that made UMDB spread, no cost, no gatekeeping, easy to tell a friend about, are the properties a paywall damages first. Charge in the wrong place and the word of mouth engine that produced 5,000 users at zero acquisition cost stops turning.
Underneath that sat two measurable weaknesses that made monetization harder than it needed to be:
Friction before the account. Signup and login lost people who had already decided to try the product. On a platform whose entire growth model was referral, every avoidable step at the door was compounding.
Low session time after it. Users arrived, looked, and left. The platform was behaving like a directory rather than a place people worked. Nobody pays for a directory they visit twice.
I worked from session data, product analytics, and direct feedback from active users.
The pattern that shaped the strategy was about who on the platform had money. Emerging creatives, the users the product exists to serve, are the least able to pay and the most important to keep. The people with budgets are the ones assembling teams and hiring for projects. Monetizing the first group would have contradicted the mission and stalled growth. Monetizing the second was aligned with both.