Knowing what actually drives marketing results shouldn't feel like guesswork. Arima's Marketing Mix Modeling (MMM) provides clear, actionable insight into performance, helping advertisers make better decisions, faster. Let's break down five questions it can answer.
1. Which channels are actually driving results?
Marketing Mix Models break down how each channel contributes to sales by analyzing historical spend and performance over time.
Arima's MMM uses advanced machine-learning algorithms to test millions of correlations between sales and marketing activity, accounting for factors like lag and time decay. This produces validated channel-level contribution insights you can trust.
2. What should I do if my budget increases/decreases?
MMM evaluates historical channel performance to identify where incremental spend will have the greatest impact.
Arima's MMM highlights which platforms deliver the highest ROI, helping teams decide whether to scale top-performing channels, test new ones, or optimize existing campaigns.
3. How do external factors affect marketing performance?
Not all performance changes are driven by media alone. MMM accounts for external variables like economic conditions, seasonality, competition, and promotions.
Arima allows users to input non-media factors directly into the model, quantifying their influence on sales and separating signal from noise.
4. Can MMM measure online and offline channels together?
Yes. MMM provides a unified view across both digital and traditional media.
Arima's MMM measures how online and offline channels interact and contribute collectively to performance - giving marketers a complete picture of the full media mix.
5. Do my ads work better together?
Some channels perform better in combination than alone. MMM analyzes these synergies to identify when 1 + 1 > 2.
Arima's Synergy tool reveals which channels amplify each other - such as pairing out-of-home with search or using radio and print during key cultural moments.
Final Takeaway
Marketing Mix Modeling helps advertisers move beyond assumptions and attribution shortcuts. With Arima's MMM, teams gain clarity on what's working, why it's working, and how to invest smarter moving forward.
