I don’t wear leather (it’s not a conscience thing ... and I find that a combination of mink oil or neat’s-foot oil and beeswax does a good job of keeping my vintage seating looking posh.

Beyond that, while mink oil is greasy and so tends to stay on, and in, the leather, maybe it won’t sink in too far with just the one application. You could even wash the boots with warm ...