If you’ve worked with CPG data for a while, you probably know that incremental volume estimates can fluctuate and look a little funky (especially in weeks with little or no trade promotion). I wrote a post about this phenomena a few weeks ago. As I stated then, usually these fluctuations are small relative to total volume […]
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For Aspiring CPG Data Gurus: Incremental Volume Unveiled
If you are a CPG company with significant trade promotion spending, you probably already buy IRI/Nielsen data or are seriously considering it. Both IRI and Nielsen measure Incremental Volume: how much extra volume you sold due to trade merchandising. If you’re not sure what incremental volume is, read this first. If you’ve already got the […]
3 Important Facts About Incremental Volume
Trade promotion evaluation is a big selling point for Nielsen and IRI data. Both vendors provide a key piece of the promotion evaluation puzzle: estimates of Incremental Volume. Incremental Volume tells you how much extra volume you sold due to trade merchandising. Here are a few things you should know about this important but sometimes […]
Subsidized Sales: The Missing Link
Do you debate which Circana/Nielsen measures to include in your trade promotion analysis? To make the right choice, you need a clear understanding of both your business questions AND the measures themselves. In my last post, I discussed the important distinction between presence measures and impact measures. Now I’ll illustrate how these measures tie together […]

