Scale Grassroots & Localized Playbooks: Partner with local workforce boards, community organizations, and municipal transit partners across North America to build grassroots driver-get-driver initiatives, local activation events, and high-converting candidate pipelines. Execute Supply-Side Experimentation & Media Optimization: Formulate hypotheses and run rapid A/B and multivariate tests across creative messaging, audience targeting, landing pages, and referral incentives to establish playbooks that maximize driver conversion, retention, and lifetime value.