Food & Beverage

High-AU Drives 2X More Customer Visits at Lower Cost for Leading QSR Chain

Goals

  • Evaluate the relationship between customer visitation data and attention
  • Drive incremental visits by optimizing towards higher-AU media
  • Establish AU as an in-flight proxy for conversion outcomes

Approach

  • Activate Adelaide tag-based analytics to measure media quality across 186M impressions
  • Conduct correlation analysis using Foursquare data to prove connection between high-AU media and visits
  • Optimize mid-flight through domain exclusions and ad format allocations
  • Compare the impact of optimizing with AU vs. standard tactics

Performance Results

156% Increase in Incremental Visits and 87% Increase in Total Visits

Placements with higher AU scores were strongly correlated to increased visits—driving, on average, more than 2X higher conversions than low-AU media.  

05101520253035VisitsIncremental VisitsAU vs. Total and Incremental Store VisitsVisits per 1k Imps (Indexed to 5)Medium AUHigh AULow AU

60% Reduction in Cost per Incremental Visit

While CPMs showed little variation across AU groups, Medium AU media drove more than a 30% reduction in cost per visit—and High AU media drove twice that.

$0.00$0.25$0.50$0.75$1.00Low AUMedium AUHigh AUAU vs. Cost per Incremental VisitCost (Indexed to $1)

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