To make this Southern Caramel Cake gluten-free, substitute the all-purpose or cake flour with a 1:1 gluten-free flour blend designed for baking. Ensure that your baking powder and powdered sugar are certified gluten-free, as some brands may contain trace amounts of gluten or cross-contamination risk. All other ingredients are naturally gluten-free.