Chuck Eddy of Entertainment Weekly wrote: "The staccato rap harmonies of these hugely popular Cleveland gangsta youngstas, Bone Thugs-N-Harmony, resulted in startling gospel beauty on earlier hits. "Look Into My Eyes", the first commercial single from the Batman & Robin soundtrack, aims for a hypnotic darkness but ultimately feels tired and trite: spiritless voices dragging themselves through formless tempo shifts over a beatless background blur".[2]AllMusic critic gave the single 1.5 out of five stars.
^Sandiford-Waller, Theda (May 31, 1997). "Hot 100 Singles Spotlight". Billboard. Vol. 109, no. 22. p. 101. Bone Thugs-N-Harmony's 'Look Into My Eyes' (Ruthless/Relativity) and R. Kelly's 'Gotham City' [...] are due at retail June 3 and June 27, respectively.
^"New Releases: Singles". Music Week. July 12, 1997. p. 31.