Built for QA coverage
Switch between valid, invalid and mixed datasets to exercise happy paths, validation and failure handling.
EverythingQA tools
Create realistic valid data plus negative, boundary and security-focused values for manual and automated testing. Export the complete dataset as CSV or JSON.
Dataset configuration
Choose a preset or define each column yourself.
Generated locally in your browser. Nothing is uploaded or stored.
Preview up to 50 rows; exports contain the complete dataset.
Configure the fields and choose valid, invalid or mixed QA data, then generate a dataset you can copy or export.
Switch between valid, invalid and mixed datasets to exercise happy paths, validation and failure handling.
Generation happens in your browser. The configured schema and generated values are not sent to EverythingQA.
Download CSV for spreadsheets and data-driven tests, or JSON for API requests, fixtures and scripts.