"Eyes on You" is an up-tempo J-pop track with the elements of R&B and disco music.

The single peaked at number 13 on the Oricon Weekly Singles Chart and has been certified gold by the Recording Industry Association of Japan with more than 100,000 units downloaded.

[3] The single's B-side track, "Kono Mama Zutto Asa Made" is a hip-hop track which incorporates the Tanto Metro and Devonte song "Everyone Falls in Love" (1997).

[5][6][1] In Japan, "Eyes on You" debuted at its peak, number 13 on Oricon Weekly Singles Chart, with the sales of 9,887 copies.

It stayed on the chart for six weeks, selling 25,246 copies in total.