Yep, Uhaul was my main supplier across the country. Otherwise select gas stations will do filling, Tractor Supply, places that supply gas bottles for residential use, some RV parks/campgrounds, there's no shortage of filling stations.Almost every uhaul place does propane fills in California
Only time the exchange makes sense is when the bottle is either approaching the end of its certification, or is in rough visual/physical condition.