The single was produced by Rick Rock, and features a chorus by Nate Dogg that alters lyrics from 2Pac's "Ambitionz az a Ridah".

Rolling Stone writer Kris Ex noted how the album contained "by-the-numbers danceable bounces" and "predictable thug rhyme themes" throughout the track listing but said that, "Ghetto Fabolous is the most entertaining argument for hip-hop excess to come along in a while, due to Fab's ability to add lyrical twists and turns to the genre.

"[9] DeMarco Williams of HipHopDX gave praise to Fabolous' "dynamic presence" and "rhyming skills" being reminiscent of Jay-Z and Jadakiss, concluding that "if you can get over the fact that his tracks have no heart, it's well worth a cop.

"[5] Steve 'Flash' Juon of RapReviews highlighted the contributions from Timbaland, Rick Rock and DJ Envy as being "energetic and listenable" but felt that Fabolous was "vexing" as an artist for having a dated grab bag of references and DJ Clue lacking quality beats outside of "Trade It All" and "Ride for This", concluding that, "[T]he shame of this album is that by failing to make a huge dent, Fabolous ends up being lumped in with similar rappers like Jadakiss and Ma$e instead of dropping an industry bomb worthy of his star-studded name.

[1] On February 3, 2003, the album was certified platinum by the Recording Industry Association of America (RIAA) for shipments of over a million copies in the US.