Side-by-side comparison of AI visibility scores, market position, and capabilities
SF local services marketplace with 80M+ consumers and 250K+ pros across 1,000+ categories; $500M Sequoia/Tiger Global-backed shifting to pro subscription model competing with Angi and TaskRabbit for US home services marketplace.
Thumbtack is a San Francisco-based online marketplace for local home and professional services — backed by approximately $500 million in total funding from Sequoia Capital, Tiger Global, Google Capital, and Baillie Gifford — connecting 80+ million consumers with local professionals across home improvement (contractors, plumbers, electricians, painters, landscapers), events (photographers, DJs, caterers, florists), lessons (music, tutoring, fitness, language), and wellness (massage therapists, personal trainers, nutrition coaches) in 1,000+ service categories across the United States. Founded in 2008 by Marco Zappacosta, Sander Daniels, Jonathan Swanson, and Jeremy Tunnell, Thumbtack has shifted its business model from a marketplace where pros pay per lead to a subscription-based model (Thumbtack Pro Membership) where professionals pay monthly fees for profile promotion and customer connection tools.
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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