Exclaim! gave the album a mixed review, finding it "Almost too mellow at times to be one of [Kid606's] records, the music really is a treat to listen to".
In a review to the remix album PS You Love Me, Pitchfork Media stated that with PS I Love You, "Kid proved to the world that he had processing and compositional skills to rank him amongst the heavy hitters of the genre.