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Criteo S.A., a technology company, provides marketing and monetization services on the open Internet in North and South America, Europe, the Middle East, Africa, and the Asia-Pacific. The company's Criteo Shopper Graph, which derives clients' proprietary commerce data, such as transaction activity on their digital properties. It also offers Criteo AI Engine solutions, including lookalike finder, recommendation, and predictive bidding algorithms; recommendation algorithms, dynamic creative optimization+, sponsored product placement algorithms, and other product placement algorithms. The company's technology comprises data synchronization, storage, and analysis of distributed computing infrastructure in various geographies, as well as fast data collection and retrieval using multi-layered caching infrastructure; and experimentation platform, an offline/online testing platform to enhance the capabilities and effectiveness of prediction models. In addition, it provides Criteo Marketing Solutions that allow commerce companies to address various marketing goals by engaging their consumers with personalized ads across the web, mobile, and offline store environments; and Criteo Retail Media solutions, which allows retailers to generate advertising revenues from consumer brands, and/or to drive sales for themselves, by monetizing their data and audiences through personalized ads, either on their own digital property or on the open Internet. Further, the company offers real-time advertising technology and trading infrastructure, delivering advanced media buying, selling, and packaging capabilities for media owners, agencies, performance advertisers, and third-party AdTech platforms. It serves companies in digital retail, travel, and classifieds sectors. Criteo S.A. was incorporated in 2005 and is headquartered in Paris, France.

Alphabet Inc. offers various products and platforms in the United States, Europe, the Middle East, Africa, the Asia-Pacific, Canada, and Latin America. It operates through Google Services, Google Cloud, and Other Bets segments. The Google Services segment provides products and services, including ads, Android, Chrome, devices, Gmail, Google Drive, Google Maps, Google Photos, Google Play, Search, and YouTube. It is also involved in the sale of apps and in-app purchases and digital content in the Google Play and YouTube; and devices, as well as in the provision of YouTube consumer subscription services. The Google Cloud segment offers infrastructure, cybersecurity, databases, analytics, AI, and other services; Google Workspace that include cloud-based communication and collaboration tools for enterprises, such as Gmail, Docs, Drive, Calendar, and Meet; and other services for enterprise customers. The Other Bets segment sells healthcare-related and internet services. The company was incorporated in 1998 and is headquartered in Mountain View, California.

Magnite, Inc., together with its subsidiaries, operates an independent omni-channel sell-side advertising platform in the United States and internationally. The company's platform offers applications and services for sellers of digital advertising inventory or publishers that own and operate CTV channels, applications, websites, and other digital media properties to manage and monetize their inventory; and applications and services for buyers, including advertisers, agencies, agency trading desks, and demand side platforms to buy digital advertising inventory, as well as an independent marketplace that connects buyers and sellers. It markets its solutions through sales teams that operate from various locations. The company was formerly known as The Rubicon Project, Inc. and changed name to Magnite, Inc. in July 2020. Magnite, Inc. was incorporated in 2007 and is headquartered in New York, New York.

The Trade Desk, Inc. operates as a technology company in the United States and internationally. The company offers a self-service cloud-based platform that allows buyers to plan, manage, optimize, and measure data-driven digital advertising campaigns across various ad formats and channels, including video, display, audio, digital-out-of-home, native, and social on various devices, such as computers, mobile devices, televisions, and streaming devices. It provides data and other value-added services. The company serves advertising agencies, brands, and other service providers for advertisers. The Trade Desk, Inc. was incorporated in 2009 and is headquartered in Ventura, California.