AI Mock Data Generator
Describe the records you need and get realistic sample JSON to seed a database, build a UI, or test an API — no more hand-writing fake data.
Frequently asked questions
How do I describe the data?+
List the fields in plain English — e.g. 'id, full name, email, signup date, and a plan of free/pro/enterprise'. Put the number of records in the count field.
What format is the output?+
A valid JSON array of objects, ready to copy into your code, database seed, or API mock.
Is it realistic?+
Yes — it generates plausible, varied values (real-sounding names, valid-looking emails, sensible dates). Review before using in anything sensitive.
Want this built into your own software?
These free tools are a taste of what we do. Leave your details and our team will reach out — or build something like this into your systems.
Prefer to chat? Contact us