The couple will officially announce their news on Paltrow’s website, Goop, multiple sources have told US Weekly.
The Oscar-winning actress turned clean eating (and jade egg inserting) advocate met Falchuk on the set of Glee in 2014, when Paltrow starred as substitute teacher Holly Holliday on the show. Falchuk co-created Glee, as well as American Horror Story and Scream Queens.
Paltrow, 45, famously “consciously uncoupled” from husband Chris Martin in 2014, after 11 years of marriage. They have two children together, daughter Apple and son Moses.
Falchuk, 46, also has two children from a previous marriage: Isabella and Brody.