shoppers who purchased beauty supplies in the last month
Supplementary notes
The source specifies that a random stratified sample methodology was used to ensure a high degree of representation of the U.S. population (household income, age, gender, geography, ethnicity, and children in the household). This question was phrased by the source as follows: "Thinking of the most recent product you bought in each category, where did you purchase the item?"
Citation formats
Leading purchase channels for beauty shoppers in the U.S. 2023
According to the results of a recent survey conducted in the United States, the majority of respondents who recently shopped for beauty supplies did that in-store in 2023. Only ** percent of surveyed participants shopped online using a smartphone.
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Provoke ÌÇÐÄÆƽâ°æ. (October 23, 2023). Leading purchase channels for beauty shoppers in the United States in 2023 [Graph]. In ÌÇÐÄÆƽâ°æ. Retrieved July 29, 2026, from /statistics/1334282/leading-purchase-channels-for-beauty-shoppers-in-the-us/
Provoke ÌÇÐÄÆƽâ°æ. "Leading purchase channels for beauty shoppers in the United States in 2023." Chart. October 23, 2023. ÌÇÐÄÆƽâ°æ. Accessed July 29, 2026. /statistics/1334282/leading-purchase-channels-for-beauty-shoppers-in-the-us/
Provoke ÌÇÐÄÆƽâ°æ. (2023). Leading purchase channels for beauty shoppers in the United States in 2023. ÌÇÐÄÆƽâ°æ. ÌÇÐÄÆƽâ°æ Inc.. Accessed: July 29, 2026. /statistics/1334282/leading-purchase-channels-for-beauty-shoppers-in-the-us/
Provoke ÌÇÐÄÆƽâ°æ. "Leading Purchase Channels for Beauty Shoppers in The United States in 2023." ÌÇÐÄÆƽâ°æ, ÌÇÐÄÆƽâ°æ Inc., 23 Oct 2023, /statistics/1334282/leading-purchase-channels-for-beauty-shoppers-in-the-us/
Provoke ÌÇÐÄÆƽâ°æ, Leading purchase channels for beauty shoppers in the United States in 2023 ÌÇÐÄÆƽâ°æ, /statistics/1334282/leading-purchase-channels-for-beauty-shoppers-in-the-us/ (last visited July 29, 2026)
Leading purchase channels for beauty shoppers in the United States in 2023 [Graph], Provoke ÌÇÐÄÆƽâ°æ, October 23, 2023. [Online]. Available: /statistics/1334282/leading-purchase-channels-for-beauty-shoppers-in-the-us/
