mParticle

Market position

Described in 2021 press coverage as one of the leading independent CDP vendors competing with startups such as Amperity, Twilio and Tealium and with incumbents Adobe and Salesforce, in a market where CDP adoption was growing rapidly (Gartner's 2020 survey cited 87% of respondents fully deployed or deploying a CDP). mParticle differentiated itself as "infrastructure" rather than a marketing cloud. Following the 2025 merger, mParticle sits within Rokt, which describes itself as a global ecommerce technology leader.

Company and press materials emphasize: an infrastructure-first approach centered on data quality, governance and privacy controls rather than a single-team marketing tool; neutrality and openness toward third-party technologies; a hybrid architecture running real-time streaming and warehouse-native activation side by side; real-time identity resolution via IDSync; a breadth of 300+ deep native integrations; and newer agentic/predictive layers that let non-technical marketers build and activate audiences without engineering handoffs.

Technology

The platform combines real-time event streaming (client SDKs for iOS, Android and web; Events, Profile and Firehose APIs; HTTP/Node/Python/Ruby ingestion) with warehouse-native activation over cloud data warehouses and data lakes. Identity resolution is handled by IDSync, with an Identity Dashboard, identity logs and user activity history. Data quality and governance are enforced through Data Plans, a Data Catalog, custom transformation rules, role-based access, observability and consent management. Machine learning powers predictive attributes and Predictive Audiences (churn, conversion, value growth, next best action, similar customers), and newer agentic features let users describe a goal in natural language and receive audience logic with visible reasoning, conversational refinement and human approval before saving. More than 300 native outbound integrations connect to tools such as Braze, Amplitude, Mixpanel, Facebook, AppsFlyer, Snapchat, Pinterest and others; the company states enterprise-class security including SSO and MFA and support for GDPR and CCPA compliance.

Go-to-market

Direct enterprise sales motion supported by demos, customer case studies and expert consultations on the website, complemented by developer documentation to drive technical implementation. Partnerships extend distribution and capability — the 2020 LiveRamp alliance added 550+ LiveRamp-powered integrations for audience reach extension, and the company highlights AWS competency status and MACH Alliance membership. Series E proceeds were earmarked for global go-to-market expansion and R&D.

Multi-channel consumer brands and B2C enterprises, plus startups. Named customers and references across the sources include NBCUniversal, Spotify, Airbnb, Klarna, Burger King, Giant Eagle, Route, Dave & Buster's, SoFi, Inspire Brands, Marley Spoon, Marks & Spencer, Joe & The Juice, Tatcha and CKE brands. In 2019 the company said adoption included six of the top ten food and beverage brands, three of the largest financial services brands, two of the top travel and hospitality brands, four of the largest media and entertainment brands, and the largest U.S. retailer. Buyers span engineering, product, marketing and analytics functions.

Geography

Headquartered in New York City with offices in San Francisco, Seattle, Sydney and London as of 2021. Following the merger, the mParticle site describes Rokt's footprint of nine offices across 15 markets, with historical expansion into Melbourne, Singapore, New Zealand, the US, UK, Canada, Germany, Japan, France, the Netherlands, Spain, Ireland, the Nordics, Austria, Belgium and Switzerland.

History

Press releases from the company state mParticle was founded in 2013 and is headquartered in New York City. It raised a $45 million Series D led by Arrowroot Capital in March 2020, announced alongside a LiveRamp partnership, bringing total capital raised past $120 million. In May 2021 it hired former Twilio executive Chee Chew as its first chief product officer, and in October 2021 raised a $150 million Series E led by Permira's growth fund at an $800 million valuation, taking total funding to $272 million. Rokt's corporate timeline records that Rokt merged with mParticle in 2025, the same year Rokt reported 700+ employees, a secondary transaction valuing it at $3.5 billion, and the acquisition of Canal.

Risks & controversies

Sources note intense competition in the CDP category from both venture-backed rivals (Amperity, Twilio, Tealium) and large incumbents (Adobe, Salesforce) that were expanding their own CDP offerings, and structural market pressure from the decline of third-party cookies and tightening privacy regulation. In 2021 the CEO stated the company was not being built to be acquired and hinted at a possible IPO; mParticle subsequently merged with Rokt in 2025. No litigation or other controversies are reported in the sources.