Side-by-side comparison of AI visibility scores, market position, and capabilities
Pencil is an AI creative automation platform generating and testing ad creatives using machine learning trained on high-performing ad data.
Pencil is an AI-powered creative automation platform designed to help performance marketing teams generate, test, and scale ad creatives across paid social and display channels. The platform's AI models are trained on ad performance data from thousands of brands and billions of ad impressions, allowing them to predict which creative elements — hooks, visuals, copy structures, calls to action — are most likely to drive strong results before a creative is even launched. Teams can generate multiple creative variations from brand assets and a brief, then prioritize testing the concepts most likely to perform rather than testing randomly.
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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