Why Generated Data Beats Hand-Written Fixtures
Hand-written test data drifts toward the trivial: three records, all with the same shape, all with short values. Generated records give you variety — different name lengths, different numeric ranges, dates spread across a window — which is where display bugs and off-by-one errors actually surface.
Entities Available
- Users — names, emails, addresses, and identifiers.
- Products — titles, prices, categories, and stock values.
- Orders — line items, totals, and statuses.
- Transactions — amounts, currencies, and timestamps.
What This Generator Does Not Do
Records come from these built-in entity templates, not from a free-text prompt or a schema you paste in. If you need a specific shape, generate the closest entity and reshape it with the JSON Multi-Converter, or extract the fields you want with the JSONPath Tester. Being explicit about that is more useful than implying a capability that is not there.
Data Is Fictional, and Local
Everything is synthesised in your browser, so no request goes out and no dataset is fetched. The values look plausible but describe no real person — safe for screenshots, docs, and shared demos.
Who this guide is for
- Seed a local database or test suite with plausible records
- Populate a UI prototype before the real API exists
- Build a mock API response for a front-end integration test
- Produce example payloads for documentation and demos