Figure 1

The first move in shopping has changed for 39 million Americans

Adults who used to start retail research at a traditional channel and now mainly start with AI, by the channel they left

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Source: PYMNTS Intelligence, The Consumer AI Benchmark Report, August 2026

N = 1,969: U.S. adults, fielded June 2026