AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Measuring the Success of Marketing Campaigns: Probabilistic Attribution and Incrementality Testing
Having a conversation about wasted money is impossible, as agencies have no incentive to uncover wastage. Different approaches to probabilistic attribution include incrementality testing, user level testing, and time testing. Geo testing is privacy durable and involves turning off brand search in certain regions. User level testing involves holding out users from seeing ads. Time testing involves observing the impact of turning something on or off. If no intervention is possible, media mix modeling can be used to find correlations between spend and sales data. Geo testing is straightforward in the app space.