Allman – Local-First LinkedIn DM Access for AI

Users pay $100s/month to access their own social media data through third-party tools. Allman is a CLI that lets you own and locally access your LinkedIn DMs, enabling AI agents to handle repetitive messaging tasks. Expandable to all messengers (WhatsApp, Slack, etc.) for unified inbox automation.

LinkedIn's API lockdown has pushed developers toward expensive third-party data brokers, and the 2024 wave of personal AI agents (tools like Rabbit, Rewind, and various MCP integrations) has created real demand for local-first data access that doesn't route sensitive messages through someone else's servers. No clear incumbent owns the "bring your own social data to your AI stack" category, though Zapier and Make handle adjacent automation at a higher abstraction layer. The $2k–8k/month band is realistic only if this lands with sales teams or recruiters who already expense automation tooling — individual developers won't pay that, and the math requires either a tight niche audience or the expanded multi-messenger vision actually shipping. The biggest risk is that LinkedIn actively breaks scraping or local session access, as they've done repeatedly, turning maintenance into a full-time job and making retention impossible.