HubTools

Sample JSON Generator

Generate sample JSON data with various data types and structures.

Why Generate Sample JSON?

Sample JSON — also called mock data, test fixtures, or seed data — is fake-but-realistic JSON used in place of real production data during development. The use cases are everywhere: seeding a fresh database for QA, populating a frontend list view before the backend API exists, writing unit tests that don't depend on network calls, building a CMS preview environment, recording API contract examples in OpenAPI docs, or simply showing the shape of your API to a teammate without exposing real customer records. Manually typing out 100 records of plausible test data is tedious; copying real data risks leaking PII. A generator threads the needle. This one builds JSON arrays of records with configurable field types in your browser. Format the result with the JSON Formatter, or convert to CSV for spreadsheet handoff with the CSV/JSON Converter.
Sample JSON Generator
Number of Records
Format
Array

How to use this tool

  1. 1
    Pick fields and types
    Add fields to the schema with type (string, number, boolean, date, email, array). Each type produces a different style of fake value.
  2. 2
    Set the array size
    Choose how many records to generate — 10 for a sanity-check demo, 1,000+ for stress-testing a list component.
  3. 3
    Generate and inspect
    Hit Generate and the JSON appears in the output editor. Verify the shape matches what your code expects.
  4. 4
    Copy or download
    Use Copy to paste into a test file, or Download to save as a .json fixture for your repo.

Frequently asked questions

What is mock data and when should I use it?
Mock data is fake-but-realistic data used in place of real production data during development, testing, demos, and prototyping. Use it to seed databases, populate UI screens before the backend API is ready, write unit and integration tests, or share examples without leaking real user data into bug reports or support tickets.