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Nowadays algorithms are used to generate recommendations in numerous areas, including ones that are pure matter of taste. Across four studies, we demonstrate that consumers value the same recommendation differently depending on the framing of its source—an algorithm versus human expert—and their own perceived level of self-efficacy.