Category
Descriptive Analytics
Tools
Ads Data HubLooker StudioBigQuery
Type
Frequency AnalysisOnline to Offline
Goal
Digital Transformation
Goals
A major challenge for many marketers is determining what impact online advertising has on brick and mortar sales, particularly retailers who do a large majority of sales in-store.
Approach
Apply statistical modeling techniques to data from in-store sales and online ad exposure to estimate the impact of online ad frequency on in-store transactions.
Results/Answers
- Better understand impact of your online ads on in-store purchase behavior
- Measure whether you are above or below the optimal frequency for driving offline sales
- Further understand the incremental impact of online ad spend on in-store sales and ROAS
- Understand how to better attribute the full value to digital advertising
- Have a model with which you can interpret future campaign results to drive in-store sales
- Take action to positively impact sales based on your results
- Take action to increase your ability to measure offline sales impact in future ad campaigns