Side-by-side comparison of AI visibility scores, market position, and capabilities
Marigold is a relationship marketing platform combining email, SMS, loyalty, and data solutions for enterprise brands.
Marigold is an enterprise relationship marketing platform formed through the consolidation of several established marketing technology brands — including Campaign Monitor, Sailthru, Selligent, Cheetah Digital, and Emma — under a unified brand and product portfolio. The company's positioning centers on relationship marketing: the discipline of building long-term, data-driven connections with individual customers rather than broadcasting generic messages to large audiences. Marigold's platform stack covers email marketing, SMS, loyalty programs, personalization, and zero-party data collection, giving enterprise brands the tools to build owned marketing channels independent of paid media.
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
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