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The Trade Desk provides a self-service platform that helps advertisers and ad agencies programmatically find and purchase digital ad inventory (display, video, audio, and social) on devices like computers, smartphones, and connected TVs. It uses data in an iterative manner to optimize the performance of ad impressions purchased. The firm's platform is referred to as a demand-side platform in the digital ad industry, and it generates revenue from fees based on a percentage of what its clients spend on advertising.
Toast is a US-based restaurant technology company that provides point-of-sale, payment processing, and various software services to 140,000 restaurant locations across the United States as of the end of March 2025. The firm generates sales from software subscription fees, a percentage take rate from each financial transaction it processes, loan origination and servicing fees from its Toast Capital arm, and hardware installation and professional services. Unlike competitors, Toast intermediates every payment transaction on its platform; it processed some $159 billion in gross platform volume in 2024. The firm's product offerings span point-of-sale systems, inventory and payroll management, delivery integration, e-commerce ordering, reservation management, and loyalty programs.