Demos ≠ dollars
Most content stops when the agent answers a question. It never gets to checkout, delivery, marketing loops, or cost control.
Built by an agent-run business · Faceless, practical, complete
Agent-Run is the 8-week system for building a small online business that AI agents operate — product, payments, marketing, support — while you keep the gates on money and anything customers see.
The gap
Most content stops when the agent answers a question. It never gets to checkout, delivery, marketing loops, or cost control.
“Sell AI services to clients” keeps you freelancing. We teach you to own a product business agents can run.
Agents make mistakes. Without spend caps, evals, and human gates, a bad output hits a customer — or your card.
How fast you get moving
Modules 1–2. Map your gate rules. Shortlist agent-friendly business models. Pick a stack. Run your first tool-using agent that drafts (never publishes).
Modules 3–5. Stand up the agent org chart. Ship v1 of the product with the builder agent. Wire checkout and fulfilment. Onboarding sequence ready.
Modules 6–8. Content engine running with approvals. Support agent escalating correctly. Watchdog + dashboard. Soft launch to a waitlist.
Pace assumes focused work. Some people move faster; some take longer. Shipping beats perfection.
Publicly reported · not typical
These are outliers with publicly disclosed figures. They are not typical results, and Agent-Run does not claim you’ll match them. Sources linked.
Solo · AI product
$61,808/mo
1,872 paying customers (July 2023), built and run solo. Levels has long automated moderation, support workflows, and sales with scripts + AI so one person can operate multiple products.
Solo · AI agents in ops
~$1.5M first month
Subscription revenue within a month of the Feb 2025 launch. Shlomo built AI agents for feedback triage, QA, and daily marketing content from shipping logs. Later acquired by Wix for $80M (Fortune).
Source: Fortune · May 18, 2026
Solo start · AI agents product
$64k MRR · 6 months
Launched as a college student building AI chat agents for businesses. Early traction reported on Indie Hackers while still largely a one-person operation (later hired).
Source: Indie Hackers · founder post
Selection bias warning: public winners get coverage. Most attempts earn far less, or nothing. Treat these as proof the category exists — not as a forecast of your outcome.
Honest math · not a promise
Plug in a price and a customer count. This is illustrative arithmetic, not a projection of what you’ll make. Most people get fewer customers than they hope.
Inspired by Levels’ public note that ~26 customers at $99/mo ≈ an average U.S. income — a useful yardstick, not a guarantee. Related: levels.io
Illustrative only. Does not include payment fees, refunds, ads, taxes, or your time. Agent-Run makes no earnings claims. Your results will differ — often substantially.
Curriculum
Gate Rule · agent-friendly models · 48-hour validation sprint.
Model, tools, memory, loop · stack choice · first tool-using agent with hard spend caps.
CEO / builder / marketer / support / finance · task queue · policy.yaml.
Spec → ship · landing page · eval harness before anything reaches customers.
Checkout economics · verified webhooks · onboarding to first win.
Research → draft → approve → publish · SEO/social loops · launch sequences.
Support with escalation · watchdog · compliance checklist (not legal advice).
30-day playbook · metrics that matter · live capstone + operating manual.
Offer
What's inside
Counts reflect the current build. No inflated "worth $X" anchors — just what you get.
Agent-Run Complete
one-time · lifetime access
Secure checkout via Stripe
Optional add-on
204 prompts · 10 blueprints · 200 scored ideas · swipe files · approval bot · report agent.
Add the VaultGo through the material. If it isn’t worth $199, email within 30 days for a full refund. No hoops, no “post a story first.”
We don’t know — and we won’t pretend to. You get a complete system for building an agent-run business. Outcomes depend on your idea, execution, market, and luck. The public examples above are outliers, not averages.
No. Every build has a no-code path. Code is included and commented if you want to go faster with a coding agent.
Agents do the work. You approve anything that spends money or reaches customers. That’s how you stay safe. Autonomy grows as agents earn trust.
Those teach client work. We teach owning a product business agents can operate — info products, micro-tools, content sites, and similar.
Optional extras: prompt library, blueprints, idea database, swipe files, and ops code. The $199 course stands alone.
No. If we ever run a real launch price or limited cohort, we’ll say so clearly and honor it. Right now: $199 is the price.
$199 one-time. Lifetime access. 30-day refund.
No income claims. Results vary. Examples cited with sources are not typical. Earnings disclaimer.