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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.

Groupon, Inc., together with its subsidiaries, operates a marketplace that connects consumers to merchants. It operates in two segments, North America and International. The company sells goods or services on behalf of third-party merchants. It serves customers through its mobile applications and websites. The company was formerly known as ThePoint.com, Inc. and changed its name to Groupon, Inc. in October 2008. Groupon, Inc. was incorporated in 2008 and is headquartered in Chicago, Illinois.

Havas is one of the world's largest global communications groups. Founded in 1835 in Paris, the Group now employs 18,600 people in over 100 countries. Havas is committed to being the world's best company at creating meaningful connections between people and brands through creativity, media and innovation. Havas is also the most integrated Group in its sector, with most of its creative and media teams sharing the same premises, the Havas Villages, designed to increase synergies and creativity for all its clients and agencies.

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.