Risk: Low

The upfront costs are small (AI tools, maybe ad spend for marketing), so there’s not much financial risk. The bigger “risk” is time, if you don’t land clients or create ads that convert, your earnings may be low. But you’re unlikely to lose large amounts of money unless you overspend on expensive software or paid ads too early.