Incremental Sales: Measuring What Changed Incremental Sales asks the hardest commercial question: what happened because of the intervention that would not have happened otherwise?
Attributed Sales: Closer, But Still Not the Answer Attributed Sales connects exposure with purchase, but connection is not the same as causality. It gets us closer to impact without proving incrementality.
Observed Sales: The Easy Number That Means Almost Nothing Observed sales tell you what sold. They don't tell you why. And that difference is everything
Physical Retail Media Is Not DOOH Inside the Store Putting a screen inside a store does not automatically create In-Store Retail Media. The medium becomes more valuable when exposure can connect with commercial outcomes and decisions.
Welcome The Journal explores how physical commerce becomes observable, measurable and actionable — and how organizations turn Commercial Reality into better decisions.