Open source
detectedthird-partyThe free, self-hostable AGPL repo is the acquisition engine. Zero ad spend; the repo is the discovery surface, issues are the sales calls, contributors become advocates.

// mix weights are our estimate from detected signal volume
Open-source repo as top-of-funnel from day one (after a $12k bought-content SEO false start) → concentrated launch events timed to GitHub trending → verified-MRR authority posting on X → repositioned for the AI-agent ecosystem in early 2026, which 5.6×’d MRR in three months.
The free, self-hostable AGPL repo is the acquisition engine. Zero ad spend; the repo is the discovery surface, issues are the sales calls, contributors become advocates.
When the agent ecosystem exploded, shipped an agent CLI, MCP server and marketplace skill within weeks and repositioned "social scheduler" into "agentic social scheduler". MRR went $21k to $118k in three months.
Every release treated as a launch: coordinated pushes across Hacker News, Reddit, Dev.to, Medium and Product Hunt, timed to spike GitHub trending. Drove 3k to 14k stars in three months.
Posts one provable metric (Stripe-verified MRR) constantly on X; long-form X articles are his declared current channel. "Belief makes every other channel convert better."
Site carries 3k indexed pages: 2.1k competitor comparison pages, 425 blog posts, 244 tool pages — a live programmatic surface.
One email a week on how SaaS actually gets users — the new teardowns, what changed, and the founder claims our crawl just caught out. No fluff, unsubscribe anytime.