Decide what you’re making (simmered sauce, baking, or a drink) and choose the substitute by closest flavor depth first.
Measure using the listed ratio (use exact ratios for baking; for sauces, dissolve fully in warm liquid before adding).
Adjust to taste with small increments: add a pinch of salt for molasses balance or add a few drops more flavor (molasses/date syrup) if it tastes flat.
If the recipe needs a thick, glossy finish, simmer 2–5 minutes longer to reduce excess moisture from liquid sweeteners.