There are many ways to explain an ad’s impact on sales, such as MMM and attribution analysis. However, there was a problem in that many of these methods did not deliver insights leading to action, as we need data to be reliable if we’re going to use it for making business decisions. One factor was a lack of accurate, precise data required for analysis. In this session, the speaker will introduce new data sources for solving this problem and explain the advantages of ROI analysis.