To extract public data from Sephora, you can opt for a specialized tool like Oxylabs’ E-Commerce Scraper API. It’s designed to handle common web scraping challenges like IP blocks or CAPTCHAs. All you need to do is get a free trial and submit your request. The tool will quickly return your results in HTML or JSON formats.