This video outlines a one-person business idea centered around creating Shopify ads, specifically for supplement brands, leveraging AI tools for automation and efficiency. The presenter, Cody Schneider, explains the market opportunity, the tools and processes involved in AI-powered ad creation, strategies for client acquisition, and methods for scaling the business.