The lovers were spotted together visiting a ritzy jewelers store in swanky Beverly Hills on Saturday.
And the infamous pair emerged with several black bags full of expensive items following their high profile shopping spree.
Surrounded by paparazzi they held hands and locked lips as they walked through the famous designer enclave in the heart of Los Angeles.
For the outing, the 33-year-old American male model looked fashionable in a white fitted tee, which showed off his chest, while also sporting stylishly torn jeans and a pair of blue trainers.
His accessories included a pair of oversize aviator shades and a silver chain necklace.
Topshop heiress Chloe, 26, opted to go braless under a white tee, which she in turn tucked into a pair of flared black jogging pants with stripes.
She also donned a pair of aviators, and carried her personal belongings in a small blue and black purse. Chloe wore her hair loose with minimal make-up.
After their shopping spree, the pair walked over to a valet, before getting into a black Corvette together.
With Jeremy at the wheel they then headed back to their swanky hotel seemingly without any cares after their fun day out.
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