Mark Richardson of Pitchfork gave the album a 7.5 of 10, commenting that Lover's Acid "reveals Vibert as a producer with a keen sense of musical humor and an abiding interest in funkiness".
The critic's evaluation was grounded in their assertion that Lover's Acid demonstrates Vibert's skill as a producer, emphasizing his capacity for incorporating humor and funky elements into his creations.