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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.

The Interpublic Group of Companies, Inc. provides advertising and marketing services worldwide. It operates in three segments: Media, Data & Engagement Solutions, Integrated Advertising & Creativity Led Solutions, and Specialized Communications & Experiential Solutions. The Media, Data & Engagement Solutions segment provides media and communications services, digital services and products, advertising and marketing technology, e-commerce services, data management and analytics, strategic consulting, and digital brand experience under the IPG Mediabrands, UM, Initiative, Kinesso, Acxiom, Huge, MRM, and R/GA brand names. The Integrated Advertising & Creativity Led Solutions segment offers advertising, corporate, and brand identity services; and strategic consulting under FCB, IPG Health, McCann Worldgroup, and MullenLowe Group brands. Specialized Communications & Experiential Solutions segment provides public relations and other specialized communications services, live events, sports and entertainment marketing, and strategic consulting under IPG DXTRA Health, The Weber Shandwick Collective, Golin, Jack Morton, Momentum, and Octagon brand names. The company was formerly known as McCann-Erickson Incorporated and changed its name to The Interpublic Group of Companies, Inc. in January 1961. The Interpublic Group of Companies, Inc. was founded in 1902 and is headquartered in New York, New York.

Publicis Groupe S.A. provides marketing, communications, and digital business transformation services in North America, Europe, the Asia Pacific, Latin America, Africa, and the Middle East. The company offers advisory services for brand strategy, and repositioning and their identity under the Publicis Worldwide, Saatchi & Saatchi, Leo Burnett, Marcel, Fallon, and BBH brands; online advertising services under the Razorfish and Moxie brand names; crisis communications, press relations, public affairs, institutional relations, financial communications, and strategy management services; media consulting, planning, and buying services; performance marketing services; and e-commerce services. It also designs and delivers brand content for various channels, such as television, print, radio, cinema, and billboards, as well as digital, including display and social networks under the Prodigious, Harbor, and The Pub brand names. In addition, the company operates Epsilon PeopleCloud, a unified data and technology platform; and Publicis Sapient, a technological, digital, and consulting platform. Further, it provides healthcare communication services under the Digitas Health, Publicis Health Media, and Saatchi & Saatchi Wellness brands for the healthcare and well-being sectors. It serves clients in the automotive, retail, financial services, consumer products, and media sectors. Publicis Groupe S.A. was founded in 1926 and is headquartered in Paris, France.

WPP plc, a creative transformation company, provides communications, experience, commerce, and technology services in North America, the United Kingdom, Western Continental Europe, the Asia Pacific, Latin America, Africa, the Middle East, and Central and Eastern Europe. The company operates through three segments: Global Integrated Agencies, Public Relations, and Specialist Agencies. It offers marketing strategy, creative ideation, production, commerce, influencer marketing, social media management, and technology implementation services; media strategy, planning, buying and activation, commerce media, data analytics, and consulting services; and media management, public affairs, reputation, risk and crisis management, social media management, and strategic advisory services. The company also provides brand consulting, brand identity, product and service design, and corporate and brand publication services. WPP plc was founded in 1985 and is based in London, the United Kingdom.