Money, run by machines. Every claim proven on screen.
Ran The Numbers builds AI systems that handle real money problems — auditing subscriptions, keeping books, watching markets — and publishes the results with every number on screen, including the unflattering ones. The channel's own books are part of the content: you can watch the revenue line chase the break-even number, live.
The rules we don't break
- Every number is computed or sourced, on screen. If we can't verify it, we don't say it.
- Paper trading only. Anything market-related runs on simulated money — real market data, zero real dollars at risk. Simulated results flatter: no slippage, perfect fills, no fear.
- The AI proposes. You decide. Every system we build can see, propose, and flag — none of them can move a dollar.
- Free means free. The prompts and templates are published in full, no email walls.
- Honest failure modes. Every build ships with a "where it breaks" section, because everything breaks.
How this is made
This is an AI-assisted production: the research, math checks, scripts, visuals, and these pages are produced with AI tools under human direction — which is the point of the channel. The math is verified against primary sources before publication; sources are cited on every page and in every video description.
Contact
Find us on YouTube or X @RanTheNumbersHQ.