How I Built an AI Prospecting Machine That Finds 20+ Leads a Day

I have a confession: I hate manual prospecting. The hours of Googling businesses, copying phone numbers into spreadsheets, qualifying leads one by one — it always felt like the worst use of my time as a developer. So I automated the entire thing. Over the past few weeks, I have been building an AI-powered prospecting system that runs on autopilot. It finds businesses, qualifies them, queues them for outreach, and even makes the calls. Here is how it works and what I have learned. The Architecture The system runs as a set of cron jobs on my VPS, each targeting a different campaign vertical: Receptionist campaign — dental offices, law firms, and medical practices that need better phone handling Reviews campaign — businesses with weak online reviews that could use reputation management AI campaign — companies that could benefit from AI automation (CPAs, law firms, medical groups) Boring campaign — wealth managers, dermatologists, estate planners (the unsexy but profitable niches) Each cam