Perpetua vs Adept AI

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

Perpetua

GrowthAdvertising Technology

AI Advertising Optimization for Retail Media

Perpetua is an AI-powered advertising optimization platform for Amazon, Instacart, and retail media, helping brands grow with automated campaign management and market intelligence.

About

Perpetua is an advertising technology company headquartered in San Francisco that provides AI-powered advertising optimization for brands selling on Amazon, Instacart, Target, and other retail media platforms — automating the campaign creation, bid management, and performance optimization workflows that drive retail media program results for brand teams and the agencies that manage their advertising. Founded in 2018 and backed by leading growth investors, Perpetua was built to make retail media advertising accessible and effective for brands that lack the in-house advertising operations expertise and analyst headcount to manually manage the continuous bid optimization, keyword expansion, and negative keyword maintenance that Amazon advertising at scale demands.

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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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