Happenstance

Happenstance, Inc. built an AI-powered network search platform that helps users find anyone in their network for sales, hiring, fundraising, and more, mapping professional connections across multiple platforms and surfacing relevant people with warm introduction paths. Multi-platform network integration connects Gmail, LinkedIn, Calendar, Twitter, Outlook, Google Contacts, and Instagram to build a comprehensive contact map, and AI-powered search lets users describe who they're looking for in natural language, with matches ranked by relationship strength. Every search result identifies mutual connections who can facilitate introductions, and the platform works within ChatGPT, Claude, and Claude Code via API plus CLI access for developers, with network expansion searching beyond direct contacts into secondary and tertiary connections.