"Obsessed" received generally positive reviews from music critics.
Los Angeles Timess Ann Powers described it as an "aggressive track",[REF] while Lauren Carter of the Boston Herald wrote "Carey's musical stiff-arm ends with some vocal acrobatics to let us know she's still got it.