Hi! You might have a look at the articles from JMP Discovery this year. They might give you some additional thoughts on how to approach your problem.
Yes, that is a great idea for the instances of "123 Co" vs "123 LLC". However, what happens when I have something like "1st Choice Bank Services" vs "First Choice Bank". Is there another setting in Recode I could use that would still group those company names together?