The Lean AI Agency Playbook: How to Land $2k-5k/Month Clients With Just Claude and a Browser

Most agency advice is built for teams of ten with a sales staff and a retainer-heavy service model. This is not that. This is for one person who wants to charge $2,000 to $5,000 per month for AI automation work, deliver it in under 20 hours, and do it again next month. It's more achievable than most people think. Here's how the model works. The Niche Problem Everyone Gets Wrong The biggest mistake new AI agencies make: "I help businesses with AI." That's not a niche. That's a direction. A niche is: "I build automated content pipelines for B2B SaaS companies with 10-50 employees." Or: "I build AI-assisted client onboarding workflows for marketing agencies." The narrower your niche, the faster you close clients. Counterintuitive but true. When someone reads your pitch and thinks "this is exactly my problem," they reply. When they read something generic, they move on. Pick one industry. Pick one workflow type. Start there. The Three Services That Actually Sell After talking to dozens of a