'My Drive Thru', which will be released online tomorrow June 10, has been created by Williams from NERD, Santogold and Julian Casablancas, lead singer of indie rock band The Strokes.
The artists collaborated on the track and also participated in the creation of a music video for the single.
The song will be promoted in part through Converse's print, outdoor and online advertising with the tagline: "Three Artists, One Song."
Geoff Cottrill, chief marketing officer of Converse, said: "Converse has been embraced by an amazingly diverse group of musicians and artists over the years.
"As we celebrate the brand's first century, we thought it would be fun to bring together Pharrell, Santogold, and Julian, to create new music together that bridges the styles they are known for.
"The results are everything we hoped for and we're excited to add 'My Drive Thru' into the mix of music that fans will listen to this summer. The music industry is changing and this partnership is about the music and sharing it with fans for free."
'My Drive Thru' can be downloaded from Converse.com and authorised Converse websites worldwide.