Building the Leader in
Streaming Music
Built the lifecycle marketing infrastructure — email, push, and in-app — that turned passive listeners into active, retained users and grew Pandora from 50 million to over 80 million monthly active users.
Massive Reach, Listeners Slipping Away
Build the lifecycle marketing engine that turns passive listeners into active, retained users — and converts the most engaged into paying subscribers.
Activation, Retention, Conversion — from Scratch.
The work started with one insight: two early listener actions predicted whether someone would stay for years. That shaped the entire lifecycle program.
The Numbers Tell the Story
From Strategy to Playbook
What started as a platform with massive reach but no retention strategy became one of the most sophisticated lifecycle marketing operations in music streaming. The experimentation culture produced a compounding optimization engine that continued to improve retention, engagement, and conversion long after the initial infrastructure was in place.
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