transformed Output's flat-rate pricing into a $600k ARR growth driver through strategic experimentation. using cohort analysis, we identified three distinct user personas with different lifetime values and price sensitivities. rather than waiting for engineering resources, i deployed a "painted door" test that presented tiered pricing options while maintaining full access for all users. this approach validated price elasticity across segments, built internal confidence in pricing strategy, and established a replicable framework for future monetization experiments without technical constraints.
cohort analysis across Amplitude revealed three distinct personas: pros (high LTV, high retention), hobbyists (moderate value), and beginners (low retention, high churn). this segmentation clarified what each group needed and would pay for. i designed a "painted door" test presenting three pricing tiers at checkout (starter, creator, pro) with clear value props. all users received full access regardless of selection, letting us measure intent and conversion by price point and persona. $600,000 incremental ARR, clear price elasticity signals, and internal momentum. the team now views pricing as a growth lever with a proven playbook for future monetization experiments.
