""Vibe" contributor Miguel Burke also praised Rob for being "incredibly adept at constructing graphic, autobiographical episodes and intricate tales" and pointed out Puff's "irritating ad-libs ("Make It Hot")" and "wannabe-rough rhymes ("Down the Line")" as negative qualities, concluding with, "But that doesn't change the fact that although the album gets down and dirty, "Life Story" is a breath of fresh air."