The 32-year-old singer now lives just five minutes from the couple and even recommended a school for his son Archie. According to the Mirror, the trio have made friends with Adele, who often stops by her 14.5 million pound mansion to say hello. He even suggested discreet local places for them to spend family time without being recognized.
The singer lives nearby in a mansion that she bought for £ 7.7 million in 2016.
They would have joined for the first time during a visit to a community kitchen for the victims of the Grenfell Tower fire in December 2018.
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A source told the Mirror: "Adele is only five minutes from Harry and Meghan and they exchanged notes on the area.
Adele loves the neighborhood. He also recommended low-key preschool locations for his four-year-old son Angelo to take Archie where fans wouldn't bomb them.
"Meghan and Harry want to see how they are doing in the area before they commit to shopping somewhere."
It is the first time that Meghan has lived in Beverley Hills, having previously lived nearby: she grew up in Los Angeles and lived on the Hollywood Sunset Strip when she married film producer Trevor Engelson.
The source added: "Meghan admires how Adele managed to stay out of the spotlight despite being a big star."
In 2011, Adele had previously joked with Glamor magazine that she was "behind" Prince Harry because her love for the party would be a "good laugh".
The Duke and Duchess of Sussex have taken up residence at the Beverley Hills Mansion since arriving in the region in late March.
They currently live in the eight-bedroom house of film producer Tyler Perry.
It is not known if they are paying the rent, but there is no indication that the mansion has been sold.
Although they have not been seen in public with Mr. Perry, it is believed that they met him through his close friend Oprah Winfrey.
The Tuscan-style villa sits on 22 acres in the exclusive gated community of Beverley Ridge Estates.
They had stayed in a oceanfront home on Vancouver Island since announcing they would step down in January but went to the U.S. after Canada has announced that it will restrict access to its borders.
The couple have been seen several times since moving to Los Angeles, volunteering for a local charity that leaves food for locals and walks their dogs.