Ford was the most-shopped non-luxury brand in Q4 2021, surpassing Toyota, due to new products. However, reports suggest Toyota may have regained its lead in subsequent quarters, with one report indicating Toyota recaptured the top spot over Ford in Q1 2022. The rankings of the most-shopped brands appear to have fluctuated over time, with different brands leading in different quarters.