Global Beauty & Personal Care Product Data

**Overview**
GroupBWT’s Beauty Product Dataset offers structured, up-to-date product-level data from 18 global beauty retailers.
This dataset enables analytics teams to track price dynamics, stock availability, product performance, and assortment strategies across regions and platforms.

**Use cases**
- Competitive pricing analysis
- Assortment comparison across retailers
- Stock availability tracking
- Trend monitoring by brand/category
- Input for ML models (e.g. demand forecasting, price optimization)

**Retailer Coverage**
The dataset currently includes structured product data from 18 leading global and regional beauty retailers.
We continuously monitor and maintain these sources to ensure data freshness and consistency. If your use case requires coverage beyond this list, we can easily expand it to include additional retailers upon request.

● Sephora (all locales)
● Ulta
● Douglas
● Notino
● Boots
● Amazon
● Rossmann
● DM
● Lookfantastic
● Cult Beauty
● ASOS
● Beauty Bay
● Selfridges
● Space NK
● Zalando Beauty
● Farfetch
● Tmall
● YesStyle

**Additional Insights**
Data is collected directly from public product listings across 18 global and regional retailers, including Sephora, Ulta, Amazon, Notino, and niche platforms like YesStyle and Space NK. The dataset is refreshed regularly to ensure accuracy and timeliness. A sample of 2,000 records from Sephora is available for preview.

We can provide data from any country-specific locale or retailer website upon request.
Products are not matched across sources in this version, but cross-retailer product mapping can be offered as an additional service.