Scott Disick, Kourtney Kardashian
Could Scott Disick and Kourtney Kardashian be getting back together? Pictured: The couple at the Opening Ceremony + Calvin Klein Jeans "#MyCalvins" launch in Los Angeles, on April 23, 2015. Getty Images

Rumors have been swirling about Scott Disick's love life ever since he and longtime girlfriend Kourtney Kardashian split in July. But could they be back on again? "Keeping Up With the Kardashians" fans on Twitter are hopeful.

On Friday Kourtney, 36, posted a photo on the social media site of her and Scott, 32, from many years ago. The mother of three shared the picture along with a brief caption, telling fans that the picture was taken before she and her "baby daddy" had kids. In it she and Scott are seen enjoying a night on the town. She offered no further explanation for sharing the picture, but got fans thinking that she and her former beau may be working things out.

Kourtney's buzz-worthy photo comes on the coattails of rumors suggesting Scott may have started a relationship with Amber Rose, who dated Kanye West from 2008 to 2010. Rumors began on Tuesday after The Shade Room shared a screen grab revealing that Amber Rose had followed Scott on Instagram. The Philadelphia native denied trying to stir things up with the Kardashian family, with whom she has a history of conflict. Despite her statement on the matter, rumors continued swirling after she and Scott were seen boarding a private jet together. She has since addressed their relationship, telling "Allegedly" podcast hosts Theo Von and Matthew Cole Weiss, that there is no truth to the dating rumors. She said she and Scott are "not close" and have never spent time alone together. She did, however, call the father of three "a really cool guy."

Kourtney and Scott split in July 2015 after Daily Mail published photos of Scott cuddling with ex-girlfriend Chloe Bartoli in Monte Carlo. They were first seen lying together poolside before getting cozy inside a restaurant located in the celebrity vacation hotspot. Kourtney and Scott's split played out during Season 11 of "KUWTK." During episode 2 Kourtney and her family were alerted that the photos had hit the internet and Kourtney promptly decided to end her relationship with her boyfriend.