Homeglossary

What is Structured Output?

Structured output is when an AI model returns its answer in a fixed, predictable format, like JSON, instead of free-form text. In app building, it's how the AI agent hands data to your app in a shape the app can read and use directly, which matters because an app can act on labelled values automatically but has to guess its way through a paragraph.

Structured output is where an AI answer becomes something you can build on.

How structured output works

You tell the model not just what to answer but what shape the answer must take: which fields to include, and what type each one is. The model then returns its response inside that structure, so instead of a sentence it hands back labelled values your app can pull apart cleanly.

Structured output examples

Say you build a tool that reads a customer email and logs the request. Instead of returning a summary paragraph, the AI returns structured output: a category, a priority level, and a short summary, each in its own field. Your app drops those straight into the right columns of your database, so the email becomes a sortable record with no manual copying.

Frequently Asked Questions

Your Questions, Answered

This will automatically populate, don't change

Don't change this element unless you know what you are doing

Start Building
on Emergent today
Start Building