The couple has been engaged for a year, according to ET. A rep for Paltrow has not commented.
The couple went public with their romance back in April 2015 at Robert Downey Jr.’s 50th birthday bash. Before that, they had been linked for more than a year, but flew under the radar with their relationship.
“She’s crazy about Brad,” a source close to the actress previously told PEOPLE. Though the source said that she’s “cautious about marriage” and “very happy with how things are,” it wasn’t “out of the question” for the couple to walk down the aisle in the future.
Paltrow, 45, has been giving her man some social media love lately. She posted a picture of the two dressed as characters from her movie Sev7n for Halloween and also wished him a happy birthday earlier in the year.
The actress first met the Glee co-creator when she guest-starred on the show back in 2010. The duo began dating after Paltrow split from Coldplay frontman Chris Martin after 11 years of marriage. She shares two kids with the rocker — daughter Apple, 13, and son Moses, 11.
Falchuk, 46, has two children, Brody and Isabella, from his 10-year marriage to Suzanne Bukinik, which ended in a divorce filing in March 2013.
This article originally appeared on PEOPLE.