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How Synthific works

Back to generator

Describe your dataset

Enter a plain-English description of the data you need. Synthific will infer a schema and generate a preview instantly.

Refine the result

Tune the prompt and regenerate the preview to shape the output until it fits your needs.

Export your data

Download preview data as CSV or JSON. Exports include column explanations and categorical encodings for numerical workflows.

Built-in types

Use names, emails, companies, statuses, dates, numbers, booleans, UUIDs, and URLs to build realistic datasets quickly.

Quick tips

  • Be specific about the business context so the generated data is more accurate.
  • Use status-like values for columns such as plan tier or region.
  • Regenerate after refining the prompt to refresh the preview rows.