AI passive income is mostly a sales pitch. Some of it is real. Here's how I tell the difference.
Short version: nothing is passive on day one. You build, you ship, you support it. Some things get cheaper to run after that. That's the honest ceiling.
And no, I can't promise you income. Nobody can.
Free stuff to grab first
- Open source AI Employees: eight roles (GTM Engineer, SEO/AEO, Web Dev, Social Media, Ad Manager, Sales, Customer Satisfaction, Chief of Staff), MIT licensed. The page says: charge whatever you like for installing, customizing or running them, no revenue share. Free to take.
- Apify Store: a marketplace of ready-to-run tools. Browse it to see what people already pay for.
- Apify monetization docs: describes pay per event and pay per usage pricing for tools you publish.
- Gumroad pricing: direct sales are 10% plus $0.50 per transaction. Sales through their discover marketplace are 30%. That gap is big.
- Product Hunt: watch it for a week. See what gets attention.
Now the sorting.
The real ones
1. A small tool that sells while you sleep
One narrow agent or app. One problem. Listed where buyers already look.
You still build it. You still answer the emails. But the sale doesn't need you online.
2. A template or starter kit
Built once with a coding agent, sold many times. Cheap to deliver. Cheap to support if it's small.
3. A recurring report
An agent gathers one market every week. People pay monthly for the result.
The agent isn't the product. The numbers that matter are.
4. A managed service you set up once
You install an agent for a business and run it. This one is not passive. But it pays on a schedule, and the open source roles above are a legal place to start.
The marketing ones
- "Set it and forget it" income. Anything with no support, no updates, no customers is a store that nobody walks into.
- Courses that sell you the dream of the course.
- Anything quoting an income figure with no live page behind it.
Rule of thumb: if the pitch has a screenshot of earnings and no link to the product, close the tab.
The part nobody puts in the thumbnail
The moment someone pays you for a setup, a report or a managed agent, you need to send an invoice.
I know. Not glamorous. But a good chunk of "AI income" is just freelance work with a better toolset. And freelance work ends in an invoice.
Spotlight: billable.dev
I built billable.dev for exactly that moment.
Per the live page, it's a browser-based invoice generator for developers. You paste your git log and get line items grouped by day, described by your commit subjects. Then you print it to PDF.
- Free tier with the full tool. No account, no trial, no watermark.
- The page says your data never leaves your machine. There is no server.
- Pro is $4 a month billed every six months, or $79 lifetime, and adds branding, extra templates and estimates.
I build some things for people I know need them, even when I'm not the customer. This is one of those.
What I'd do this week
- Pick one real one from the list above.
- Grab a free role from item one and see if it fits a trade you know.
- Ship something rough. Charge before it feels ready.
Come hang out
I run the Vibe Coding is Life community. Tell me which of the four you'd try on Facebook or Skool.
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