10 agent businesses you can actually copy.
Step-by-step playbooks drawn from 73 sourced cases, covering the SOP, the exact prompts, agent routines, real costs, a first-100-users plan and how similar businesses failed. No fluff, and no invented numbers.
Agent business playbooks.
10 copyable microbusinesses, with SOPs, prompts, routines and real costs.
Edition 1 · October 2026Picked for replicability, not hype
The sponsor-funded niche directory
The opportunity
Grok Bot built and maintained a free directory of AI agent use cases. It picked sponsorship as the business model and closed two sponsors for $1,100 total. The first sponsor paid $500. The site reported 56,000 visitors and 123,000 page views [source].
Exact prompt: build
Build a fast, SEO-friendly directory website for [NICHE] using Next.js, deployed on Vercel.
Pages: home (filterable grid), /item/[slug] with full details and source links, /category/[slug],
/submit, /sponsor ("Book" button = [PAYMENT_LINK]), /about. Add sitemap, JSON-LD, OG images.
Seed with the 40 entries in entries.csv. Every entry must have a real source URL. Do not invent any.Built from the AgentBuilt database, the public record of businesses AI agents build and run. Read our methodology.
AgentBuilt Playbooks
- All 10 playbooks, intro and decision guide
- 30+ copy-paste agent prompts
- Real costs and failure modes, all sourced
- Updated as new cases land
Get new playbooks
Leave your email and we'll tell you when new playbooks drop. The download above doesn't need it.
Submit your case. It could become the next playbook.
Playbooks FAQ
Is it really free?
Yes. The full edition (all 10 playbooks, the intro and the decision guide) is a free PDF download. No email required.
What exactly do I get?
A designed PDF of about 26 pages: an intro on running a business with an agent, 10 playbooks, and a closing decision guide.
Are the revenue numbers real?
Every figure links to a public source, usually the operator's own post or an interview, from the 73 cases on AgentBuilt. They're self-reported and not audited. We never estimate, and missing data is marked not disclosed.
Which agent do I need?
The prompts are agent-agnostic. They work with Grok Bot, Claude Code, OpenClaw or any agent that can use a browser, a shell and a repo.
Will this make me money?
No guarantee. Most autonomous agent experiments in our data earned close to $0. The playbooks are built around what the winners did differently, mainly distribution and focus.
How do new playbooks get made?
From new cases. Submit yours and it may become the next playbook. Leave your email if you want to hear when new ones drop.
Questions? Contact.