Mock Data Lab

Generate realistic test data from JSON Schema, TypeScript types, or sample JSON. Smart field detection, configurable output, and export options — all in your browser.

Multiple Input Formats

JSON Schema, TypeScript types, or sample JSON. Paste what you have and we'll infer the structure.

Smart Field Detection

Recognizes names, emails, phones, dates, URLs, UUIDs, addresses, and more from field names.

Configurable Output

Record count, locales, edge cases (nulls, empty strings, boundary values), and seed for reproducibility.

Export Formats

JSON, CSV with headers, or SQL INSERT statements with proper escaping and NULL handling.

How It Works

Define Schema

Paste JSON Schema, TypeScript interface, or sample JSON. We infer types and generate realistic data.

Configure

Set record count, locale, edge cases, and optional seed for reproducible generation.

Generate

Preview in table, copy or download as JSON, CSV, or SQL INSERT statements.

Launch Tool
Display this data beautifully with PromptUI →