Table of Contents
Being able to make real API calls is necessary for making a useful UI prototype. You can find problems with application flow, timing, and API design early on by making real calls. This will improve both the user experience and the API. You can make your own fake APIs with Mockaroo. You decide on the URLs, replies, and error messages. Separate UI and API development, and you can start making better apps faster right away. As you work on an app, you should make sure you test it in a setting that is very similar to a real-world production situation.
When your app goes live, a lot of people will be using it and adding data to the database, which puts stress on your code. If you use the UI to put data into a test environment one record at a time, you’ll never get as much and different kinds of data as your app will get in a few days in production. Even worse, the data you enter will be skewed towards how you normally use the product, not how people actually use it. This means that important bugs will go unnoticed.
Mockaroo Specification
In a nutshell, Mockaroo is a potent and adaptable piece of software that may be utilised for a wide range of data-related activities. It has a low price point, is simple to operate, and comes with a comprehensive set of features. Mockaroo is an excellent option to consider if you are in the market for a solution that generates data.
Feature | Description |
---|---|
Data generation | Mockaroo can generate realistic data for a wide variety of data types, including names, addresses, emails, phone numbers, dates, times, and more. |
Data customization | You can customize the data that Mockaroo generates by specifying the data type, the number of records, and the range of values. |
Data formats | Mockaroo can generate data in a variety of formats, including JSON, CSV, SQL, and Excel. |
API mocking | Mockaroo can be used to mock APIs, which can be helpful for testing and development. |
Collaboration | Mockaroo supports collaboration, so you can share your data sets with others. |
Ease of use | Mockaroo is easy to use, even for beginners. |
Pricing | Mockaroo offers a free plan with limited features, as well as paid plans with more features. |
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What is Mockaroo?

A website known as Mockaroo gives its users the ability to generate fictitious datasets. When you’re trying to develop a demo dashboard from scratch, using fake data or “dummy data” might be a real lifesaver. Using a Ruby syntax, you are able to write formulas, aggregate, and analyse the data that you have created. Although it is not nearly as intuitive as Python, this programming language is nonetheless simple to pick up and use.
Mockaroo review: Realistic Data Important
When the database that is being used for testing is populated with data that appears realistic, you as a tester will experience a greater sense of involvement. When you demonstrate newly added capabilities to other people, it will speed up the rate at which they can understand such capabilities. Real data is varied, and it is possible that it will contain characters that are incompatible with the code that you are utilising.
Apostrophes and characters adapted from other languages are two types of examples of these characters that can be found in Unicode. You will be able to detect and correct issues that are likely to be encountered in the production environment before the app is deployed, which will make your app more trustworthy. Testing your app using data that is as similar as possible to real-world conditions will give you the most accurate results.
Mockaroo review: Data Important

When you are designing an application, you will want to make sure that you test it in conditions that come as near as possible to simulating the conditions of a production environment. In production, you will have a large number of users constantly interacting with your application and adding new information to your database, which will place strain on your code.
If you manually enter data into a test environment using the user interface (UI) one record at a time, you will never be able to build up the volume and variety of data that your application will acquire in just a few days while it is running in production. Worse yet, the data that you submit will be biassed towards your personal usage patterns and won’t match real-world usage, which will result in crucial flaws not being identified.
Final Words
For the purposes of testing and development, Mockaroo is an adaptable and user-friendly application that generates mock data. Its strong suit is its ability to provide realistic datasets that can be customised as needed. It is a great resource for a variety of applications due to its user-friendly interface as well as its vast range of data types, which includes names, addresses, and other information.
The capability of the platform to generate enormous volumes of data that are of a consistent quality and variety, in conjunction with features such as formula-based fields and data privacy settings, further enhances the platform’s utility. Mockaroo is still the best option for consumers who need quick, dependable, and fully customised fake data generation for their projects, despite the fact that some customers may find the pricing structure to be less transparent.
Mockaroo review: The Good and Bad
Mockaroo is a data generator and API mocking tool that assists in the creation of bespoke datasets in Excel, CSV, JSON, and SQL format for the purpose of testing and demonstrating software.
The Good
- Versatile data generation for diverse use cases
- Extensive field options for comprehensive mock data
- Customization features for precise data modeling
- API access facilitates seamless integration
- Convenient data export in multiple formats
The Bad
- Learning curve for advanced customization may be steep
- Limited free plan for users with basic data generation needs
- Requires internet connectivity for API access
Questions and Answers
When looking for options to Mockaroo, it’s also important to think about how reliable and easy to use the new app is. We have put together a list of options, such as Postman, Stoplight, MuleSoft Anypoint Platform, and Workato, that reviewers chose as the best overall alternatives and competitors to Mockaroo.
generate (**options, data_type) => uses one of Mockaroo’s built-in datatypes to make a value. You can find a list of the data types and their properties in Types. For instance, generate(“First Name”) makes up a first name at random.