Side-by-side comparison of AI visibility scores, market position, and capabilities
Creator platform with a library of mini-apps for monetization, fan engagement, and digital product sales from a creator's link.
Koji is a San Diego-based creator platform that provides a library of mini-apps that creators can add to their profile link for fan engagement, digital product sales, and monetization. Rather than a simple link-in-bio, Koji's mini-app model enables creators to embed interactive experiences — custom tipping experiences, digital art sales, recipe collections, watch party links, and hundreds of other creator-specific applications — all accessible from a single creator profile. Developers can build and publish new mini-apps on Koji's platform, creating a crowdsourced app store for creator tools that grows continuously with new monetization and engagement options. Koji serves creators across TikTok, Instagram, YouTube, and Twitch who want more interactive and versatile tools than basic link pages provide. The company raised $36M from investors including a16z, Jump Capital, and SWaN & Legend Venture Partners. Koji differentiates from Beacons and Linktree through its mini-app ecosystem that allows creators to offer unique, purpose-built fan experiences beyond standard digital product sales.
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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