AI Mock Data Generator
Generate realistic test and mock data instantly. Our AI-powered mock data generator creates believable data for testing, demos, and development.
Features
- Realistic Data: Generates names, emails, addresses that look real
- Multiple Formats: Output in JSON, CSV, SQL INSERT, or XML
- Custom Schemas: Define your own data structure
- Relationships: Maintains consistency across related fields
How to Use
- Describe the data structure you need
- Select the output format (JSON, CSV, SQL, XML)
- Specify the number of records
- Click Generate to create your data
Example Descriptions
- "10 user objects with name, email, age, and address"
- "50 product records with SKU, name, price, category, and stock"
- "100 orders with customer_id, product_id, quantity, and date"
Supported Output Formats
| Format | Best For |
|---|---|
| JSON | APIs, JavaScript/Node.js applications |
| CSV | Excel, data analysis, imports |
| SQL INSERT | Database seeding, migrations |
| XML | Legacy systems, SOAP APIs |
Data Types Supported
- Personal: Names, emails, phone numbers, addresses
- Business: Company names, job titles, departments
- Financial: Credit cards, prices, transactions
- Technical: UUIDs, IP addresses, URLs
- Dates: Past, future, or specific ranges
- Custom: Any format you describe
Tips for Better Results
- Be specific about field formats (e.g., "US phone number format")
- Mention relationships between fields
- Specify date ranges if relevant
- Include edge cases you want to cover