Preheat oven to 350°F. Line a 9x9-inch light-colored metal baking pan with parchment paper.
In a large bowl, whisk together melted butter, brown sugar, and granulated sugar for 1–2 minutes until glossy and smooth.
Add eggs and egg yolk. Whisk until fully incorporated and slightly thickened.
Mix in vanilla extract and cookie butter until smooth and creamy.
In a separate bowl, whisk together flour, cornstarch, baking powder, salt, and cinnamon.
Fold dry ingredients into wet ingredients just until combined. Do not overmix.
Fold in chopped Biscoff cookies and white chocolate chips.
Spread batter evenly into prepared pan.
Drizzle warmed cookie butter over the batter and gently swirl with a knife.
Bake for 26–29 minutes or until the edges are deep golden brown and the center still has a slight jiggle.
Cool completely before slicing into bars.