"No Love at All" was recorded at the Columbia Studio in April 1970, located in Nashville, Tennessee. The sessions was produced by Glenn Sutton, Anderson's longtime producer at the Columbia label as well as first husband.[2]
"No Love at All" reached number 15 on the BillboardHot Country Singles chart in 1970. It was Anderson's eleventh major hit single as a recording artist.[3] It also became a minor hit on the Canadian RPM Country Songs chart, reaching number 42 in 1970.[4] The song was issued on Anderson's 1970 studio album, No Love at All.[2]
B. J. Thomascovered "No Love at All" in the winter of 1971. His version became a pop hit in the United States and Canada, reaching number 16 in both countries. The song did better on the Easy Listening charts, reaching number 4 in the U.S.
Bobbi Martin also covered the song in 1971, reaching number 123 on the U.S. Billboard chart.