Marketing Mix Modeling & Budget Optimization Platform

Marketing teams often spend large budgets across multiple channels like Facebook, Google Ads, TV, and more, but lack clarity on which channels are actually driving revenue. Most decisions are based on intuition or incomplete metrics, leading to inefficient budget allocation and wasted spend. There is a need for a data-driven system that can analyze past performance and recommend how to optimally distribute marketing budgets for maximum return.

This application analyzes historical marketing data to identify how each channel contributes to revenue and enables data-driven budget allocation. It models ad impact over time, accounts for diminishing returns, and tests multiple scenarios to find the most reliable results. The platform provides: * Channel-wise performance metrics (ROI and contribution) * Spend vs impact comparisons * Response curves to understand optimal spend levels * Clear budget recommendations This helps businesses identify high-performing channels, reduce wasted spend, and make smarter, more efficient marketing decisions.