Develops a model of sequential search that quantifies the impact of prior information from past purchases or uses of a product on consumer search and purchase decisions. The researchers estimate their model on a data set of consumers making smartphone search and purchase decisions that (i) contains information on consumers’ prior ownership of, familiarity, and experience with brands; and (ii) captures search behavior at the very granular level of eye-movements.