Open-source tools have made MMM more accessible, but reliable results still depend on clean data, thoughtful modeling, and ...

Google's open-source Meridian helps marketers build better models, understand lift by channel and finally bring sanity to their measurement strategies. Necessity is often called the mother of ...

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 ...

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 ...

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 ...

With the death of third-party cookies underway, the pressure is on marketers to adopt new solutions for targeting, tracking and measurement before long-standing ...

Marketers interested in measuring effectiveness and ROI need to understand whether marketing mix modeling (MMM) can work for them and how to get the most from it. Modeling measurements are often ...

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 ...