Most ingredient swaps in free-from baking follow the same logic.
Remove the thing that is causing the problem. Replace it with the nearest available alternative. Move on.
Almond flour instead of wheat flour. Coconut oil instead of butter. Oat milk instead of dairy. The result is technically different and often texturally wrong and the person making it cannot figure out why, because they followed the logic correctly.
The logic is the problem.
A substitute asks one question: what can I use instead? A functional ingredient asks a different one: what is this ingredient actually doing, and what will do that job as well or better?
The answers are rarely the same.
Coconut oil replaces the fat in butter. But it does not replace the flavour butter carries, or the way butter interacts with sugar during creaming to create lightness. Almond butter, added alongside the coconut oil, does both of those things and adds protein and depth that butter never could.
Oat milk replaces the liquid in dairy. But it does not replace the fat that gives dairy its richness or the way cream affects the final texture of a ganache or a custard. Full-fat coconut cream does both of those things and holds emulsification better than dairy in warmer temperatures.
Coconut sugar replaces the sweetness of refined sugar. But it also retains moisture, creates tenderness, affects browning, and adds a depth of flavour that refined sugar does not have. Used correctly it does everything refined sugar does and then some.
The shift is from replacing to choosing with intention. Every ingredient in a functional recipe is there because of what it contributes, not just because of what it avoids.
That distinction, small as it sounds, is the difference between a dessert that works and one that almost does.
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