MMM Demo: Saturation & Simple Prediction

Marketing spend doesn’t increase sales at the same rate forever. After a certain point, each extra euro brings in less revenue.
Identifying where this happens helps companies understand when to stop increasing spend on a channel, or shift budget to another one that still grows efficiently.

MMM Demo: Carryover (Adstock)

MMM estimates how much of a channel’s impact is long-lasting. Knowing this helps you invest more in channels with lasting effects and maintain consistent spend on channels with short-term but important results.

MMM Demo: Seasonality

Let’s take a step back from marketing spend for a moment. Some months are shaped more by culture and the calendar than by ads. You’re selling Bavarian trachten: dirndls and lederhosen. Even if you already know that “Oktoberfest boosts sales,” MMM can answer questions you can’t see from intuition alone:

• How much of that spike is organic vs. ad-driven?
• How should future budgets be allocated for optimal ROI?

Let’s wrap up what you’ve explored!

Through this demo, you’ve seen how Marketing Mix Modeling (MMM) helps you understand what drives your sales beyond simple spend numbers.

• 📊 With historical data (e.g., sales, spend, pricing, promotions, seasonality, economy) you can measure baselines and cause-and-effect relationships.
• 📈 Through saturation curves, you can see when additional spend starts bringing smaller returns and identify where your budget could be used more efficiently.
• ⏳ Through carryover effects, you can spot which channels keep influencing sales over time and which need continuous support to stay effective.
• 🎯 Through external factors, you can see how cultural or seasonal events shape demand independently of your marketing.

This demo gives you a first sense of how MMM connects marketing actions, timing, and real-world outcomes.