“Wanna Make You Love Me” is recorded by American country music singer-songwriter Andy Gibson. It was released on 12 September 2011 by Curb Records and R&J Records as the first single from the album. It was produced by James Stround, and written by Bobby Pinson and Jim Collins. The music video was released in September 2011 and directed by David McClister. It peaked at number 83 on the US Billboard Country Songs chart and at number 27 on the US Billboard Hot 100 Chart.