He was spotted with a group of bodyguards carrying Gucci bags.
A pictorial check reveals the picture was taken by a white shopper, also present near the caffe’ where Chatunga is seen walking out of.
VOA reports that the First Family’s son’s location in the picture is a local McDonald’s outlet.
The development comes weeks after the man was involved in a violent incident between his mother, Grace and a South African female, Gabriella Engels.
Chatunga flew to New York with his parents, part of a large 70 member delegation (said to be spending $15 000 per person during the 10 days duration) currently at the United Nations summit scheduled to end on September 23.
The 70 include family members; First Lady Grace Mugabe, their daughter Bona and grandson Simbanashe.