I’m guessing it had a lot more to do with being able to get away with paying off everyone from the cop on the beat to the judge in the courthouse. Plus they were tough times and Capone could supply products that were hard to get and illegal otherwise.
Also it was a lot easier to threaten the lives of officers, lawyers, and judges back then.