A pinch weld clamp includes a clamp body and a channel formed in the body. The channel is configured to engage a flange or pinch weld on a vehicle. One or more set screws extend from an outer wall of the clamp body into the channel to clamp onto the pinch weld. A connecting screw is connected to the clamp body to attach a device, such as a running board, to the vehicle.