Do not stress about generating data to demo your app or run tests

Hi Product Hunt,
I’m excited to introduce FakerForge, an AI-powered mock data generator built to solve a common developer frustration: generating realistic, structured test data without writing scripts or manually crafting examples.

If you’ve ever had to seed a database, test an API, or prepare demo content, you know how time-consuming it can be to create good mock data. FakerForge removes that friction.

What FakerForge Does

FakerForge uses AI to generate high-quality, schema-accurate mock data in seconds. Describe what you need — or provide a data structure — and it produces clean, consistent datasets you can download or copy in your preferred format.

Key Features

• AI-powered schema understanding

• Generate data in JSON, CSV, SQL or XML

• Create large datasets instantly

• Custom rules and field constraints

• Useful across development, QA, UI/UX, and prototyping

Why I Built It

I was tired of juggling faker libraries, throwaway scripts, and random spreadsheets every time I needed demo or test data. With modern AI capable of understanding structure, I wanted a simpler way: describe your dataset and get clean, usable data immediately.

Who It’s For

• Developers seeding databases

• QA teams preparing test scenarios

• Designers and PMs building prototypes

• Founders preparing screenshots, demos, and pitch materials

• Anyone who needs realistic data quickly

Feedback Welcome

I’d love to hear your thoughts, feature requests, and ideas. FakerForge is actively evolving, and early feedback will help shape the roadmap.

Try it out at fakerforge.com.
Thanks for taking a look.