Side-by-side comparison of AI visibility scores, market position, and capabilities
Customer data platform that collects, unifies, and routes real-time user data across marketing, analytics, and personalization tools for enterprise brands.
mParticle is a New York-based customer data platform (CDP) that sits at the center of enterprise data infrastructure, collecting behavioral and transactional data from mobile apps, websites, and connected devices and routing it in real time to hundreds of downstream marketing, analytics, personalization, and data warehouse destinations. The platform's SDK-based data collection captures granular user events — screens viewed, items added, purchases, and custom events — with consistent schema enforcement across all collection points, ensuring data quality before it reaches downstream tools. mParticle's identity resolution capabilities unify anonymous and known user profiles across devices and channels into persistent customer profiles that persist through login events and device changes. The platform provides audience segmentation tools that allow marketers to build and activate real-time audiences against advertising and marketing platforms without requiring engineering support for each new integration. mParticle serves enterprise brands in retail, media, financial services, and gaming — including companies like Spotify, Airbnb, Starbucks, and NBCUniversal — that manage high-volume user data pipelines across complex multi-platform product surfaces. Founded in 2013, mParticle raised over $150M from investors including Comcast Ventures, Bain Capital Ventures, and Social Capital, competing directly with Segment (Twilio), Tealium, and Adobe Real-Time CDP.
Digital promotions and cashback performance marketing platform. 200M+ consumer reach via Ibotta Performance Network. Denver CO. NYSE: IBTA. IPO April 2024. $342M TTM revenue.
Ibotta is a Denver, Colorado-based performance marketing platform that enables consumer packaged goods brands to deliver targeted digital promotions to over 200 million consumers through the Ibotta Performance Network (IPN). The company went public on the New York Stock Exchange in April 2024 under the ticker IBTA in the largest technology IPO in Colorado history. Ibotta reported trailing twelve-month revenue of $342.4 million and 27 percent user growth in Q2 2025, establishing itself as a leading technology infrastructure layer for digital shopper marketing.
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