AI Agent Playbook Writer
Writing step-by-step AI "playbooks" so businesses' AI agents handle tasks like proposals, inboxes and scheduling
Video published Sep 14, 2026 by The Calum Johnson Show
Startup cost: Very low startup cost (an AI subscription) (our estimate; the video doesn’t give figures)
Source video
The Calum Johnson Show · AI Runs My Entire Business: EASY Way To Use AI Agents In Your Work, Content & Life (Step by Step!) ↗
What It Is
You help businesses get AI agents to do real work by writing playbooks: clear step-by-step instructions for one task, such as drafting a client proposal from a call recording or sorting an inbox. You test each playbook in Claude until the results match how the business wants the job done, then hand it over or keep it running for a monthly fee. It's all done on a computer.
The Pitch
The guest says the mistake most people make is asking how to build their first agent when they should build their first playbook. She says one proposal-writing playbook tripled the number of projects she and her team take on, and that her AI did over 8 hours of work in a day on its own.
Who It’s Best For
Organised people who are good at breaking a job into steps and like tidying up how a business runs.
The Truth (as we see it)
This is the guest describing her own business, not a tested side hustle, and no client prices are given. Setting agents loose on inboxes and payment links carries real risk if a playbook goes wrong, so you'll need careful testing and approval steps. The episode includes a sponsored segment and a sign-up link for the agent tool she uses.
Our assessment, based on the video and what’s typical across similar videos. We don’t independently verify income claims or prices.
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