@JenWojcik they did use ranked choice voting, or at least there are reports that they went through the procedure of dropping the lowest ranked nominee until finding a consensus candidate.

The problem is that they don't need just the most well-supported one, they need a nominee that can gain near unanimous backing in order to overcome the math of the situation, and RCV can't help with that.