Structured prompts are prompts that take the form of a schema (generally JSON like), which forces the language model to generate responses with multiple constraints. Structured prompting also helps you think about the prompt in a better manner and gives you the superpower to generate improved responses from the same model.
Here, you can generate prompts (general or system) in a structured manner to receive better responses from the models (image or language).