Here's the exact math behind a $3,000 a month faceless channel Niche: car explainers RPM: $6 Videos per month: 8 Views per month: 500,000 Ad revenue: 500,000 x $6 = $3,000 That's the entire business model on one screen No product, no clients, no inventory, no sales calls And the part people miss is the RPM A car explainer channel pulls around six dollars per thousand views because the advertisers in that space are car brands, insurance companies, and financing offers Compare that to a general entertainment channel sitting at one dollar Same 500,000 views One channel makes $3,000 The other makes $500 Same effort, six times the outcome, decided before you ever made a single video That's why niche selection is the highest leverage decision in this entire business I spent years as a CPA staring at spreadsheets like this one Revenue drivers, unit economics, margin YouTube is the same equation, most people just never run the numbers before they start Eight videos a month sounds like a lot until you realize that's two a week With AI production tools, that's two to three hours of actual work The channel isn't glamorous Nobody knows the owner's name It just quietly pays the mortgage every month - @adamdelduca