"Fall in Love with You" was released with the flip side "Willie and the Hand Jive", a 1958 song by Johnny Otis, due to public demand, as Richard had been playing it on stage. Richard recalled that he thought "Willie and the Hand Jive" "was so good that we recorded it and released it on the back of Fall In Love With You which we thought was the better single. But the public thought otherwise, you see. And they were asking for the B-side as many times as they were asking for Fall In Love With You".[4]
Although no longer deemed as the canonical official UK Singles Chart from March 1960, on the NME chart "Willie and the Hand Jive" peaked at number 18, with ”Fall in Love with You" peaking at number 2.[4][2]
In December 1960, Richard recorded a German-language version of "Fall in Love with You", titled "Bin verliebt", with German lyrics by Lambert Fleming. It was released as a single only in Germany in January 1961. The song has a completely different backing track compared to the original version, and the band is credited as 'Berlipp's Band' (with 'die Hansen-Boys' as backing singers), so it's unlikely the Shadows played on it.[5] The B-side is a German-language version of "A Voice in the Wilderness", titled "Die Stimme der Liebe", with German lyrics by Jean Nicolas, which also has a completely different backing track.[6]