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For the sugar cookie crust, preheat the oven to 350 degrees F.
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Beat the granulated sugar and butter in a large bowl with an electric mixer on high speed until light and fluffy for 1 to 2 minutes. Add the lemon zest, vanilla, and egg, and beat until incorporated. Add the flour, baking powder, and salt, and mix on low speed until just combined. Scrape the dough into a large (12-inch) nonstick skillet and press into an even layer to cover the entire bottom of the skillet. (If the dough becomes too soft to work with, pop the skillet in the refrigerator to chill for 10 minutes before proceeding.) Prick the dough all over with a fork, leaving a 1-inch border.
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Bake the crust until golden and the edges are set, 22 to 24 minutes. Let cool in the skillet on a wire rack, then loosen the edges of the crust with a butter knife and invert onto a platter or cutting board to unmold. Invert again so the crust is right-side up. (To make ahead, let cool, then wrap well in plastic wrap and keep at room temperature.
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For the topping, clean out the mixer bowl and add the cream cheese and butter. Beat on medium speed until light and smooth, about 1 minute. Add the honey and vanilla, and beat to combine. Add the confectioner’s sugar and beat on low speed until just combined. Increase the speed to high and beat until fluffy, 1 to 2 minutes. Refrigerate the topping, covered, until ready to use (stir again until smooth).
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To assemble the fruit pizza, spread the cream cheese topping on the crust in an even layer, leaving a border for the crust. Top with the fruit in a random pattern. Dust with more confectioner’s sugar if using just before serving, then cut into slices.