[1][2] The album features guest appearances from French Montana, Fabolous, Lil Wayne, Lloyd Banks, Juicy J, Slaughterhouse, Tank, Kirko Bangz, Wiz Khalifa, Twista, and Omarion among others.

On January 5, 2010, Budden hinted via Twitter that Havoc from Mobb Deep made a beat for No Love Lost.

[7] The next day he revealed Beewirks, gentlemen by the name of Dark Night and 8 Bars, Blessed By The Beats and his own underground group SLV (Summer Leather Vest) also among the production.

[5] Guest features on the album were to include Twista, Wiz Khalifa, French Montana, Lil Wayne and Lupe Fiasco.

[12] On February 27, 2012, at a concert, Budden previewed a new track featuring Lil Wayne, and R&B singer Tank called “Put It Down Like You”.

On October 10, E1 Music released the first song from the album, "She Don't Put It Down Like You", which featured fellow rapper Lil Wayne and R&B singer Tank.

[14] On February 5, 2013, the music video was released for "She Don't Put It Down" (Remix) featuring Fabolous, Lil Wayne and Tank.

[30] Roman Cooper of HipHopDX gave the album three out of five stars saying, "The most glaring issue with No Love Lost is the truly terrible production featured throughout.

"[21] Christopher Minaya of XXL gave the album an XL, saying "With No Love Lost, none of Budden’s fans lose.

"[29] Ken Capobianco of The Boston Globe gave the album two stars out of five, saying "Budden has been releasing tart, clever music for a decade, but he sounds completely adrift here, struggling to articulate vulnerability or trying to figure out relationships.