Home bakers struggle to accurately scale recipes and adjust baking times/temperatures for different pan sizes

Home bakers frequently need to upscale or downscale recipes for different occasions but lack reliable methods to adjust ingredient ratios, baking times, and temperatures without ruining their bakes. Current solutions are fragmented across multiple websites, cookbooks, and trial-and-error experimentation, leading to failed batches, wasted ingredients, and frustration. Bakers need a quick, accurate conversion tool that accounts for pan geometry, ingredient interactions, and heat distribution changes.