Sunan Kalijaga was known as a creative da’i in spreading da’wah. One of the media for his da’wah is a literary work entitled Suluk Linglung. In the Suluk Linglung manuscript, two da’wah strategies had been employed by Sunan Kalijaga, both of which were expected to be relevant if applied in Indonesia today, considering the many issues of radicalism. This research is a literature review. Data were collected by using documentation method through a research on Suluk Linglung. Therefore, to dissect the contents of the manuscript, the author uses qualitative research methods and Gadamer’s hermeneutic approach. Finally, it suggested that Sunan Kalijaga used two da’wah strategies, Sufistic da’wah strategy and multicultural da’wah strategy. It is expected that the use of the strategies in the current da’wah can dismiss the radicalism movement. Therefore, it brings out the principle of da’wah that is gentle, friendly, and nurturing to people, or da’wah rahmatan li-l ‘alamin.