Whisk together mayonnaise, lemon juice, shallot, 1 teaspoon kosher salt and 1/4 teaspoon pepper in a large bowl.
Grate carrots in a food processor fitted with a large grating attachment. Add carrots to the dressing along with the grapes and parsley tossing to coat evenly. Serve.
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