James Reid appeared to have spent time together with Filipina-American model Kelsey Merrit in Los Angeles, California.
Photos of the two were apparently uploaded by a certain Instagram user which were then reposted on gossip site Fashion Pulis on Friday.
James appeared to have a small talk with Kelsy in her car before sending her off with a kiss on the cheek.
Netizens were quick to speculate if the two are dating or just working on a project together.
James has been in and out of Los Angeles while pursuing his music career. James is part of international label and artists management Transparent Arts which is based in the said city.
The actor-musician is being romantically linked to Kpop idol and Momoland member Nancy Jewel McDonie.
Kelsey, on the other hand, was previously spotted spending time with Hollywood star Jared Leto, sparking dating rumors.