I mean, they literally repeat the word "good" 50+ times, there are only two verses, and the ending is just a dance break followed by the "holy moly" bit again. At least in Queencard, Super Lady, Klaxon, etc. they had a fun ending.
So, Good Thing is earwormy, but also, a kinda nothing...