Eyes on Me is written by Kristian Lundin, Savan Kotecha and Delta Goodrem, and was the second single in the UK for Dion's album Taking Chances. Goodrem wrote the song together with Kotecha and Lundin for her third album Delta but didn't made the cut. Dion was offered the song and recorded it instead. Goodrem can still be heard on the track as background vocals.
The single peaked at #133 in the UK Singles Chart.