Home cooks often abandon recipes when they don't have exact ingredients, leading to food waste or extra grocery trips.
A smart converter that suggests substitutions and recalculates measurements based on what's actually in your pantry.
Meal planners would pay for premium features. Eco-conscious consumers want the waste reduction.
Start with basic volume conversions before adding AI suggestions.
Risk: Accurate food substitution requires extensive domain knowledge.