The biggest wins come from specificity. "Write a product description" gives you generic filler. "Write a 40-word product description for a waterproof hiking boot, aimed at first-time trekkers, plain and warm in tone" gives you something usable. The model can only meet the bar you set.
Examples help more than adjectives. Showing the model one or two samples of what good looks like usually beats describing it. This is why serious AI features ship with carefully written system prompts behind the scenes.
Updated July 2026