Argov's debut album "Eleanor" (1981) featured the title track, "Sod HaMazalot" ("The Zodiac Secret"), and "Mah Lakh, Yaldah?" ("What's With You, Girl?"), a tribute to his ex-wife, Bracha, who remained the love of his life. With the success of the album, Argov became a popular singer, and performed live throughout Israel. He was among the first singers to achieve commercial and nationwide success in the sphere of Middle Eastern-Mediterranean/Oriental (Mizrahi)-style music, despite the fact that his music was not mainstream at the time and radio stations gave predominance to pop music from overseas.