It happens when I am going 20 or slower, just over a flat surface.
If you could be more specific as exactly where it is coming from, Motor, Suspension? Front? Rear? etc... This would be a great help diagnosing the problem over the internet.
I think it would be the suspension since the knock sounds and feels like it's coming from underneath the car, in the front on the driver's side.