The move follows a hint earlier this month by former Starbucks Executive Chairman Howard Schultz, who suggested that a tie-up with Alibaba`s billionaire founder Jack Ma could be on the horizon.
A formal announcement of the deal will be made later this week, the Wall Street Journal reported on Monday. Starbucks declined to comment.
Starbucks quarterly sales in China declined 2 percent in the period ended July 1, a steep departure from the 7 percent growth in the same period a year earlier.
The Seattle-based cafe chain blamed a crackdown on unapproved third-party delivery services for much of the slowdown, as well as cannibalization of its own stores with the retailer`s rapid expansion in the Chinese market.
Increased competition from fast-growing rivals like China`s Luckin, which has already opened more than 660 outlets in 13 Chinese cities since officially launching in January, has also pressured Starbucks` 3,400-store operation.
In its third quarter earnings call, Starbucks admitted to an "underperformance" in China, and said it was making progress on plans for delivery there, starting this fall in Beijing and Shanghai.
Wall Street is hoping a partnership with Alibaba`s food delivery arm, Ele.me, will help fuel Starbucks growth plans in the country. Starbucks aims to almost double its number of stores in China by 2022.
"An imminent announcement of a delivery solution is an important first step, as is a roll out of mobile ordering," which is not yet in China, Sharon Zackfia, an analyst for William Blair, wrote in a research note.
"While the margin implications of third-party delivery are unclear, no margin is worse than that of a lost sale," Zackfia said.
Starbucks shares were down 29 cents, or 0.5 percent, at $51.86 in afternoon trading. They are down nearly 10 percent since the beginning of the year.
(This article has not been edited by Zeebiz editorial team and is auto-generated from an agency feed.)