Choose the fields you need, a region and how many rows, then download realistic dummy data as JSON, CSV or SQL insert statements — ideal for seeding databases, demos and tests.
Pyalm builds custom software, APIs and integrations for businesses in India and the UAE. We made these developer tools for our own team — use them free, and talk to us when you need something built.
Testing with production data risks leaking personal information; testing with 'test1, test2' hides layout and validation bugs. Generated data looks real — varied name lengths, valid-looking phone formats, plausible addresses — without belonging to anyone.
Choose UAE for +971 mobile numbers and Emirati, Indian and expat names; India for +91 numbers, PIN codes and states; or US and UK formats. Seeding with the formats your real users have catches validation and display bugs early.
📖 Read the full guide: Why You Should Test with Fake Data (and How to Generate It in Seconds)
Generate UUID v4 and time-ordered v7 IDs in bulk, and validate any UUID.
Format, validate, minify and syntax-highlight JSON — with exact error line and column.
Send GET, POST, PUT, PATCH and DELETE requests from your browser and inspect the response.
No. Every value is randomly combined from built-in lists of common first names, surnames, streets and cities. Email addresses use reserved example domains such as example.com so they can never reach a real inbox.
Yes. Choose SQL output and set the table name to get ready-to-run INSERT statements, or download CSV to import with your database's import tool.
Enter a seed value and the same settings will always produce the same rows — useful for repeatable tests and screenshots.