Practical guides for developers, testers, designers and creators using fictional profiles and synthetic test data.
What Is a Random Person Generator?
Learn how synthetic profiles work, what information they can include, and practical ways to use fictional people for development, QA, design and demos.
Read the guide →What Is Synthetic Test Data?
Learn why developers and testers use fictional data for development, QA, prototypes, databases and demos.
Read the guide →How to Test Forms Without Real Personal Data
Test signup, email, phone, address and profile fields using synthetic data instead of real personal information.
Read the guide →What Is a Device ID? Types & Examples
Understand device IDs, UUIDs, IMEIs, MAC addresses and serial numbers, plus when synthetic device identifiers are useful for development and QA.
Read the guide →JSON vs CSV test data
JSON works well for APIs and fixtures, while CSV is convenient for spreadsheets, imports and bulk tabular testing. The Random Person Generator supports both formats.