Need Some Instant
Fake Data to Test Your App?

Generate realistic test data instantly with our powerful fake data generator.
Perfect for testing, development, and prototyping.

Tool

Create your data

Use Full Address
Robot

Why Is Realistic Test Data Important?

Why Is Realistic Test Data Important?

Effective testing demands a production-like environment where diverse, unpredictable data challenges your code. Manually entered test data lacks variety and scale, hiding bugs, missing edge cases, and leading to biased results.

DataMaker generates lifelike synthetic test data, helping you test complex inputs like long-form addresses or multilingual inputs, speed up stakeholder demos, and ensure your app is ready for real users. All without exposing sensitive information.

How to Use the DataMaker's Instant Fake Data Tool?

To generate lifelike data for your testing:

  1. Choose and customize data types - In the "Data Type" column, select from options like Name, Email, Birthdate, or Zip Code, then adjust any extra settings such as full address or custom formats.
  2. Rename your field - In the "Name" column, label it to fit your project, such as "Customer Name" instead of "Name".
  3. Arrange fields - Drag and drop to reorder, click the trash icon to remove, or use + Add another field to include more.
  4. Pick output settings - Choose CSV or JSON, then enter the number of rows, up to 100,000 free.
  5. Preview and Generate - Click Preview to check a sample and click Generate Data to get your file instantly.

That's it. Quick, intuitive, and ready for testing, development, or prototyping. Sign up to unlock more features and customization options.

How to use guide

Why DataMaker?

Even without signing up or upgrading from the free version, you get powerful capabilities right out of the gate:

Instant,Production-Ready Data

Instant,Production-Ready Data

Generate lifelike test data in seconds, perfect for real-world simulation.

High Personalization

High Personalization

Easily edit templates to fit your exact needs. Customize fields, formats, logic, and more to generate data that matches your real use cases.

Secure,Compliant Test Data

Secure,Compliant Test Data

Built-in masking and smart generation ensure sensitive data stays protected.

Scalable for Any Team

Scalable for Any Team

From solo developers to enterprise QA teams, DataMaker grows with you.

And when you compare DataMaker side-by-side with other tools, the difference is clear—power, simplicity, and flexibility all in one.

Note:This comparison is based on verified user insights and publicly available documentation as of 2024 -2025.

DataMaker
Mockaroo
Mostly AI
Tonic.ai
Advanced Rule-Based Configs

Fully supported

Lacks dynamic rule-based responses

Limited dependency control

Limited handling of complex relationships

Data Masking for PII

Integrated

Not available - synthetic only

String PII protection

Strong masking & anonymization

Real-Time API Integration

Stream & request data via API

Available

Available

Available

Scalable Synthetic Data for Large Datasets

Optimized for enterprise scale

Not suitable for large-scale performance testing

Yes

Yes

Nested / Relational Data Generation

Native support

Difficult and confusing to set up

Limited shaping based on data hierarchy

Supported with setup

Custom Email Domain Selection

Built-in

Missing — no direct domain selection

Yes

Yes

Visual UI + No-Code Workflows

Easy-to-use with no-code options

Clean UI

Simple UI

Intuitive dashboard

Comprehensive Documentation & Onboarding

Full guides and on-demand support

Lacking for complex features like formulas

Needs better tutorials for advanced users

Learning curve and onboarding setup issues

Robot

What Will You Get More After Signing Up?

Signing up for DataMaker unlocks a powerful suite of capabilities designed to make synthetic data generation faster, smarter, and more collaborative.

AI-powered data generation

AI Chatbot That Generates Data from Plain English

Just describe the data you need in natural language—our AI chatbot will generate it instantly. You can also view your data history anytime and reuse previous requests effortlessly.

Reusable Templates for Speed & Consistency

Save and customize field configurations for repeat projects—no need to start from scratch every time.

Direct Integration with Your Ecosystem

Seamlessly connect DataMaker to databases, SAP, Snowflake, Jira, Cypress, or any platform in your existing workflow.

Self-Service Provisioning

Empower your team to generate the data they need, when they need it, without bottlenecks.

Self-Service Provisioning

Empower your team to generate the data they need, when they need it, without bottlenecks.

Team Project Collaboration

Share templates, manage test data securely, and collaborate across QA, development, and DevOps.

Secure, Compliant Data Management

Built-in tooling for sensitive data masking and compliance with data privacy standards.

Priority Support & Community Access

Get fast answers through 24/7 support, and tap into a growing community of QA professionals and developers.

RESTful API Automation

Automate data generation tasks via our REST API and add support to fit into your CI/CD pipeline.

Free Trial of Advanced Features

Explore premium features risk-free, start quickly with your email, and elevate your data testing strategy.

Team collaboration and enterprise features

How Can You Get the Most Out of DataMaker?

DataMaker mesh waves visualization

To make the most of DataMaker, start by signing up for free, no credit card required. Explore advanced features at your own pace, or dive straight into testing with our ready-to-use templates and AI-powered data generators.

Need help along the way?

Our knowledge base is full of quick guides and practical tips.

You can also reach out to our support team anytime or book a free consultation to get tailored advice for your specific needs.

Whether you're testing software, training AI models, or building secure staging environments, we're here to help you generate high-quality, production-like data, super fast.