CitrusAd vs Adept AI

Side-by-side comparison of AI visibility scores, market position, and capabilities

CitrusAd

GrowthAdvertising Technology

Retail Media Platform

CitrusAd is a white-label retail media platform enabling grocery and retail chains to sell sponsored product ads on their digital properties. Acquired by Publicis Groupe.

About

CitrusAd is a retail media platform company that was founded in 2017 in Brisbane, Australia and acquired by Publicis Groupe in 2021, providing grocery retailers, pharmacy chains, and specialty retailers with a white-label self-serve advertising platform that enables them to monetize their digital commerce properties through sponsored product, sponsored brand, and display advertising programs sold directly to the brands and suppliers they stock. CitrusAd's founding insight was that retailers have valuable first-party shopper data and high-intent product discovery environments that brands would pay premium prices to advertise within — but that most retailers lacked the technology infrastructure, ad server capabilities, and self-serve advertiser portal required to operate a profitable retail media business independently.

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Adept AI

EmergingAI Infra

AI Agents

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.

About

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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