A research paper I recently came across, " The Evaluation of Marketing Mix Elements: A Case Study*," highlighted some potential gaps that influence the effectiveness of marketing strategies—and, I ...

In an era where privacy concerns, AI advancements and zero-click trends are reshaping digital marketing, businesses need smarter tools to navigate complexity. Marketing mix modeling is emerging as a ...

Marketing mix modeling has proven to be an important practice in driving bottom line performance among leading retail and consumer goods companies. However, the complex technique of using ...

Measuring marketing effectiveness is essential for any business investing in multiple channels. Two popular approaches – multi-touch attribution and marketing mix modeling – help marketers understand ...

At a time when marketers are under unprecedented pressure to prove a return on investment, marketing mix modeling (MMM) is experiencing a major resurgence. Using statistical models and aggregate data, ...