Side-by-side comparison of AI visibility scores, market position, and capabilities
Koddi is a retail media software platform enabling travel and retail companies to launch, operate, and optimize first-party advertising networks on their owned digital properties.
Koddi is an advertising technology company that provides retail media software enabling travel platforms, hotel groups, airlines, retailers, and marketplace operators to build and operate first-party advertising networks on their owned digital properties — monetizing the high-intent shopping and search traffic their platforms generate through sponsored listing programs that allow travel suppliers, brands, or sellers to pay for preferred placement in search results, recommendation slots, and category pages. Koddi was founded with a particular focus on travel — an industry where hotel chains, OTAs, and airline distribution platforms have similarly high-intent search and booking environments to retail, but where the retail media technology ecosystem has been slower to penetrate than in physical retail.
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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