Can a solar storm cause a blackout?

It already has; the 1989 storm is a well-known case studied by the power industry. Geomagnetic storms can drive geomagnetically induced currents (GICs) that stress transformers and grid operations, so blackout risk is real, but it also depends on grid design, ground conductivity, and storm characteristics.