Testing

Testing and sample data generators

Generate sample numbers, dates, times, names, words, colors, and passwords for forms, prototypes, QA, and demos.

For developers, designers, QA testers, product teams, teachers, and demo builders.

Overview

Sample data makes prototypes, forms, demos, and QA sessions easier to test. A page often behaves differently when names are long, dates vary, passwords contain symbols, or colors create contrast issues.

RandThings is not a replacement for a full test-data platform, but it is useful when you need quick values during manual testing, design review, classroom examples, or lightweight demos.

Practical Workflows

Avoid real personal data in examples

Use generated names, dates, numbers, and words instead of copying customer or student data into screenshots, demos, spreadsheets, or test forms.

Test boundaries on purpose

Try short and long values, early and late dates, simple and complex passwords, and several color combinations. Random tools help reveal cases that hand-written examples often miss.

Keep serious testing separate

Use RandThings for quick manual checks and demo data. For automated testing, compliance work, or realistic production-like datasets, use a controlled test-data process.

Good habits

  • Use generated data for demos instead of real user records.
  • Copy values into a test note when the same case must be repeated.
  • Pair random dates and random times for calendar workflows.
  • Review generated passwords only in secure contexts and avoid sharing them in plain text.

Mistakes to avoid

  • Using casual random values as the only QA strategy.
  • Putting sensitive production data into browser tools.
  • Forgetting to test invalid, empty, and extreme values.
  • Assuming a generated color palette is automatically accessible.

Related Guides

View all guides

Common Questions

Can I use RandThings to generate test data?

Yes, for lightweight manual testing, demos, form checks, examples, and prototypes. Use controlled datasets for automated or compliance-sensitive testing.

Should I enter real customer data into these tools?

No. Use generated names, dates, numbers, words, and colors instead of sensitive production data.

Which tools are most useful for testing forms?

The random number, date, time, name, word, color, and password generators cover many common manual form-testing cases.

Use random results responsibly

Random tools are best for low-risk choices, examples, prompts, group activities, and casual workflows. Make the rule clear before generating the result so the outcome is easier to trust.

For legal, medical, financial, safety, regulated, or high-value decisions, use a process designed for that responsibility and keep appropriate records outside the browser.

Last reviewed: April 20, 2026