Media Forecasting

Used historical performance, demand patterns, and seasonal insights to build forecasts while testing new initiatives, including new campaign structures and the introduction of gift subscriptions as a new promotional opportunity.

Creative Testing

Identified and scaled top-performing messages and visuals to align with real-time audience behavior.

Investment Optimization

Guided budget allocations toward highest-impact placements and audience segments based on conversion signals and competitive benchmarks.