David McIntosh

“more than 80 percent of North American shoppers are shopping to a budget”

“A personalized ‘Did you forget?’ prompt shown as shoppers approach checkout drove nearly a 1% absolute sales lift, according to McIntosh”

“The systems respond within hundreds of milliseconds”