A leading fast food restaurant chain was looking to dive deeper into their marketing mix analyses and understand the impact their marketing investments had in driving menu item sales in their store order channels (e.g., counter, drive-thru, delivery) down to the location level.
By utilizing a proprietary i4i model algorithm that incorporated Bayesian Hierarchical estimation methods, we enabled estimation down at the unit volume for key menu item groups.
The response of each menu item (e.g., beverages, salads, sandwiches, etc). was measured for all key media drivers by store order channels.
Insights were delivered at both the national and DMA (market) level of media’s effect on driving menu item sales for each of the client’s delivery channels. A scorecard was developed for each menu item which reported the impact from their traditional, online, and emerging media investments.
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