
| Characteristic | Skincare | Makeup | Fragrance | Hair care | Personal care |
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| - | - | - | - | - | - |
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Source
Release date
May 2022
Region
United States
Survey time period
April 2021 to April 2022
Number of respondents
11 leading beauty retailers*
Supplementary notes
The source tracked in-stock availability for the same SKUs from April 2021 through April 2022 across 11 beauty retailers, 10 brands, and over 2,000 SKUs within five categories.
* Figures for Amazon, ASOS, Bloomingdale's, Neiman Marcus, FragranceNet, Dillard's, Sephora, Target, Walmart, Net-a-Porter, and Ulta.
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