In June 2023, van Tulleken, along with his brother Chris, were the subject of the BBC genealogy programme Who Do You Think You Are?, in which they learned that Jan van Hoogenhouck Tulleken's father, Ambrosius Tulleken, was a wealthy slave-trader who had a plantation in Demerara in The Guianas.