[6][8] In the intro of the song, Megan raps "Yeah, I'm in my bag, but I'm in his too", a line Pitchfork's Rawiya Kameir labeled as "capitalist-feminism".
[6] Complex's Shawn Setaro said the song contains the "best elements from both artists: Megan's humor and in-your-face sexuality, and DaBaby's flowing triplet rhythms and perfectly timed pauses.
"[7] "Cash Shit" received acclaim from critics, with many praising Megan Thee Stallion's and DaBaby's verses.
The song was given a "VERY HOTTTTT [sic]" rating by Milca P. of HotNewHipHop, and was labeled "an effort laced in impalpable swagger and confidence.
[10] In a review of Fever by The New York Times, and praised the line "I'm a finesser and I'm a fly dresser/Move to the top floor and flew in my dresser" as "an unlikely image crash landing into a conventional boast".