The album 'Somethin' 'Bout You Baby I Like' was released in 1980 by Capitol Records, marking Glen Campbell's return to the label after several years. Producer Gary Klein, known for his work with pop artists, oversaw the recording sessions, which took place between 1979 and 1980 in Los Angeles studios.
The lead single, the title track, was a moderate success on the country charts, reaching number 6 on the Billboard Hot Country Singles chart. The song was originally a hit for the duo Richard and Linda Thompson in 1974, and Campbell gave it a more polished, commercial approach.
Although the album did not achieve the same sales level as Campbell's earlier 1970s work, it managed to reach number 42 on the Billboard Top Country Albums chart. Klein's production aimed for a contemporary sound, blending country elements with the soft pop characteristic of the era.