The album was produced by Bigg D, Cool & Dre, Jim Jonsin, Mannie Fresh, Money Mark Diggla, Signature, Briss, Jazze Pha, KLC, Needlz, and Nick "Fury" Loftin.

It features guest appearances from Dre, CO, Duece Poppito, Jazze Pha, Kelly Rowland, Lil Scrappy, Lil Wayne, Mannie Fresh, Money Mark Diggla, Plies, Rick Ross, Snoop Dogg, T.I., Trey Songz, and Trick Daddy.

[7] Melanie Cornish of HipHopDX concluded: "all in all Trina didn't strike out with her third album, it was a certified hit and will keep her fan base watching for the next time she comes to the plate".

[5] AllMusic's Andy Kellman found Trina's "righteous raunchiness is more than a little exhausted on Glamorest Life", adding that she sounds "distanced and not nearly as energised as she was on 2002's Diamond Princess".

[4] Jim Durig of IGN wrote that the album "doesn't expand on the glimmers of potential Trina showed in her earlier work, instead moving away from that strong, uninhibited rawness to fully pander to an adolescent crowd".