
MMM-Informed Reallocation with Short-Term Signal Calibration
N.B. This prompt is relevant for companies working with legacy systems and looking to modernize their architecture. It emphasizes the challenges and solutions associated with integrating older systems with newer technologies.
📄 Prompt Template
Combine MMM results (version [MMM_Version_Date]) with in-platform short-term signals over [Lookback_Window] for [Company] to propose a reconciled reallocation across [Channels]. Apply a [Calibration_Factor] to align MMM longer-term effects with tactical realities (auction pressure, creative recency). Respect seasonality and blackout periods for [Business_Seasonality].
Output format: Markdown table: Channel | MMM Optimal % | Short-Term Signal % | Reconciled % | Current £ | Proposed £ | Δ £ | Expected LT Lift | ST Risks. Include a brief note on reconciliation logic and sensitivity to calibration.