Generate Dummy Data

Turn vague requirements into rich, realistic datasets. Our AI generator mirrors the structure of your application so you can validate features with data that behaves like the real thing.

How does the AI know what to generate?

Feed the generator your schema, field hints, and tone. Our models blend that context with curated patterns to craft data that matches your structure and stays consistent across records.

Can I trust the data to reflect real-world scenarios?

We emphasize edge cases, nested relationships, and temporal variation so your QA and demos surface the issues static data misses. You can tweak personas and behaviors to fit your workflows.

What format does the generated data use?

Every run downloads a neatly structured JSON file. Import it into your mocks, seed routines, or documentation workflows—JSON support is first-class today, with more formats on the way.

What happens when my schema changes?

Update a field, adjust relationships, and regenerate in a few clicks. Your previous datasets stay versioned so you can roll back or compare outputs as your product evolves.

Can my team collaborate and reuse setups?

Save presets with your schema, relationship rules, and tone. Share them across workspaces so teammates can spin up fresh datasets for every prototype without rewriting instructions.