“Being forced because of high token costs to monetize relatively early on has actually been kind of a real help to our both growth and then also product development right cuz like we're not kind of wasting money on growth right now.”

Forced Monetization 2 Weeks After Launch Became A Product Clarity Forcing Function

Portola launched Tolen without monetization and within 2-3 weeks faced massive token bills as users chatted 30-40 minutes daily. Being forced to add a paywall immediately turned out to be a gift: paying customers send unambiguous signals about what to build next, and subscription renewal data is far cleaner feedback than free-user churn.