Heat your frying pan and add the butter when it's hot. My cakes didn't quite get the sear I wanted, which could have been solved with a hotter pan: If you add a bit of oil to the butter, it will raise the temperature, so I recommend you try that. You can of course also use
ghee, which my husband is a big proponent of.