When should you use zero-shot prompting?

Use zero-shot when the task is common and well-defined, when the desired output format is simple, when you want to minimize prompt size and cost, or when you need a baseline before adding complexity. Zero-shot is the right starting point for any new task; only add examples or other techniques if the baseline is insufficient.