The entry of two hard-right candidates this week into Senate races in Missouri and Alabama exposed the perils for Republicans of a political landscape in which former President Donald J. Trump is the only true north for grass-roots voters.

Strong state parties, big donors and G.O.P. national leaders were once able to anoint a candidate, in order to avoid destructive demolition derbies in state primaries.