Preheat the oven to 350°F and line a baking sheet with parchment paper. Set aside.
To Make The Funfetti Cookie Crumble:
In the bowl of a mixer, add white sugar, brown sugar, cake flour, baking powder, salt, and sprinkles. Gently mix on low speed until just combined.
To the bowl, add oil and vanilla and mix on medium speed for about 2 minutes or until clumps form. Transfer the mixture to another bowl and set aside.
To Make The Funfetti Cookies:
To the empty bowl of the mixer (no need to wash it out), add room-temperature butter and sugar. Beat on medium speed until light and fluffy, about 3-4 minutes. Add eggs and vanilla, and mix, scraping the bowl.
To the bowl, add cake flour, all-purpose flour, cornstarch, baking powder, and salt. Mix until just combined. Add the sprinkles and gently mix until incorporated. Do not overmix.
Using a cookie scoop, place dough balls onto the prepared baking sheet, leaving 3-4 inches between each scoop. Gently flatten out each scoop with the side of a glass and then press a generous amount of crumbles into the top of each cookie.
Transfer baking sheet to the oven and bake for 10-12 minutes or until the center of each cookie has risen a bit but is still soft, and the sides are firm to the touch.
Remove baking sheet from oven and let the cookies cool on the baking sheet for about 5 minutes before transferring them to a wire rack to cool completely to room temperature, about 30 minutes.