Commissioned to be used as the opening theme song for the drama Arasā-chan Mushūsei, it was released as one of the A-sides of the band's first single in July and August 2014.

[5] [6] The artwork was revealed on July 20, and featured a girl kissing a mascot character created by Fukui dubbed "Gesu-kun".

He began the song by thinking of the keyword "Ryōkiteki na" ("bizarre"), feeling it fit well with Arasā-chan.

[13] Compared to Gesu no Kiwami Otome's previous releases, critics focused more on the lyrics of "Ryōkiteki na Kiss o Watashi ni Shite", which CDJournal praised as combining together into a "mosaic of love" and the "sentimental, friendly melody".

[16] Tomohiro Ogawa of Rockin' On noted the juxtaposition between Kawatani's "poppy" melody and danceable tune, and the "painful" lyrics.

[19] Over the course of the eleven weeks that the physical single was in the top 200 releases, it managed to sell a total of 23,000 copies.