She played the younger version of Beyonce's character Lilly in the 2003 film The Fighting Temptations.
And on Thursday, pop superstar Beyonce shared a throwback snap of the two of them to her Instagram as she wished Chloe a happy birthday.
In the snap, Beyonce is seen cuddling up to Chloe as they wore matching dresses in a pic presumably taken on set during filming of the movie.
Georgia native Chloe moved to Los Angeles with her sister Chloe in 2012.
When the sisters were 13 and 11, they started posting videos of them covering pop songs to their own YouTube channel, starting with a cover of Beyoncé's Best Thing I Never Had.
Beyonce subsequently signed the pair - known as Chloe x Halle - to her Parkwood record label.
Since then, Chloe has been cast in a recurring role on ABC's Grown-ish and sister Halle is currently filming Disney's live action remake of The Little Mermaid.
Last Sunday, Chloe walked the red carpet at the BET Awards in Los Angeles in a floor-length black mesh Valentino gown paired with a black bra and panties.
She and Halle were nominated for four awards: Best Group, Album of the Year (Ungodly Hour), Her Award (Baby Girl) and Video of the Year (Do It).