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Dingdong (Cayman) Limited operates an e-commerce company in China. The company offers fresh groceries, including vegetables, meat and eggs, fruits, and seafood; prepared food, and other food products, such as dairy and bakery products, snacks, oil, seasonings, and beverages. It also operates as a self-operated online retail business primarily through Dingdong Fresh app. Dingdong (Cayman) Limited was founded in 2017 and is headquartered in Shanghai, China.

Ozon Holdings PLC, together with its subsidiaries, operates as an internet retailer of multi-category consumer products to the general public primarily in the Russian Federation. The company provides products in various categories that include electronics, home and décor products, children's goods, FMCG, fresh food, and car parts. It also manages an online marketplace platform that enables third-party sellers to offer their products to consumers on its mobile apps, as well as ozon.ru and ozon.travel websites. In addition, the company provides advertising and financial services, as well as airline and railway tickets. Ozon Holdings PLC was incorporated in 1999 and is based in Nicosia, Cyprus.

Qurate Retail, Inc., together with its subsidiaries, engages in the video and online commerce industries in North America, Europe, and Asia. The company markets and sells various consumer products primarily through merchandise-focused televised shopping programs, Internet, and mobile applications. It also operates as an online retailer offering women's, children's, and men's apparel; and other products, such as home, accessories, and beauty products through its app, mobile, and desktop applications. The company serves various homes through multiple streaming services, social pages, websites, print catalogs, and in-store destinations. The company was formerly known as Liberty Interactive Corporation and changed its name to Qurate Retail, Inc. in April 2018. Qurate Retail, Inc. was founded in 1991 and is headquartered in Englewood, Colorado.

Revolve Group, Inc. operates as an online fashion retailer for millennial and generation z consumers in the United States and internationally. The company operates in two segments, REVOLVE and FWRD. It operates a platform that connects consumers and global fashion influencers, as well as emerging, established, and owned brands. The company offers apparel, footwear, accessories, beauty, and home products from emerging, established, and owned brands, as well as luxury brands through its websites and mobile apps. The company was formerly known as Advance Holdings, LLC and changed its name to Revolve Group, Inc. in October 2018. Revolve Group, Inc. was founded in 2003 and is headquartered in Cerritos, California.

Vipshop Holdings Limited operates online platforms in the People's Republic of China. It operates in Vip.com, Shan Shan Outlets, and Others segments. The company offers womenswear, menswear, sportswear, shoes and bags, accessories, baby and children products, skincare and cosmetics, home goods and other lifestyle products, and supermarket products. It also provides internet finance services, including consumer and supplier financing. In addition, the company engages in warehousing services, retail business, product procurement, and software development and information technology support activities. The company provides its branded products through its vip.com and vipshop.com online platforms, as well as through retail stores. Vipshop Holdings Limited was founded in 2008 and is headquartered in Guangzhou, the People's Republic of China.