Automation Testing Tools Resources
Articles, Discussions, and Reports to expand your knowledge on Automation Testing Tools
Resource pages are designed to give you a cross-section of information we have on specific categories. You'll find articles from our experts, discussions from users like you, and reports from industry data.
Automation Testing Tools Articles
2023 Trends: The Rise of Automation Testing
This post is part of G2's 2023 digital trends series. Read more about G2’s perspective on digital transformation trends in an introduction from Emily Malis Greathouse, director, market research, and additional coverage on trends identified by G2’s analysts.
by Michael Pigott
Automation Testing Tools Discussions
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Question on: ProdPerfect
How many test cases will I get?There is no set amount of test cases, so this will vary from customer to customer. We don’t charge per test case, so we’re not incentivized to cap you on the total number. The ultimate number of test cases will depend upon how many the analysis engine discovers: if the discovered workflow has a sufficiently strong pattern and high frequency, it will get a test case. The guaranteed minimum coverage of our test suite is 65% of all observed user behavior; your number may be higher.
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Question on: ProdPerfect
What don’t you test for?We don’t test for purely visual regressions, and we aren’t a substitute for Unit Testing, as we don’t test for the correct data being returned by the application. If you have test cases that are designed to test that certain input variables consistently yield certain outputs, we recommend pushing these to Unit or Integration testing where possible, and we won’t cover them in our end to end tests.
We also can’t yet handle Canvas elements or other drawing. We’re working on it, promise.
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Question on: ProdPerfect
How do you handle edge cases?(Commonly asked about: signup flow, password change, etc)
If an action or flow is performed by a statistically significant number of users, we’ll cover it–we have tight thresholds for what’s “in” and what’s “out” of the testing suite. ProdPerfect will include password change flows, account management flows, and signup flows (for example). However, there may be very rare flows that can cause bugs. We won’t catch these automatically. Instead, we provide all of our customers an allocation of “on demand” tests. You simply tell us what to test, and we’ll build those tests to cover these edge cases.
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Automation Testing Tools Reports
Mid-Market Grid® Report for Automation Testing
Spring 2026
G2 Report: Grid® Report
Grid® Report for Automation Testing
Spring 2026
G2 Report: Grid® Report
Enterprise Grid® Report for Automation Testing
Spring 2026
G2 Report: Grid® Report
Momentum Grid® Report for Automation Testing
Spring 2026
G2 Report: Momentum Grid® Report
Small-Business Grid® Report for Automation Testing
Spring 2026
G2 Report: Grid® Report
Enterprise Grid® Report for Automation Testing
Winter 2026
G2 Report: Grid® Report
Small-Business Grid® Report for Automation Testing
Winter 2026
G2 Report: Grid® Report
Mid-Market Grid® Report for Automation Testing
Winter 2026
G2 Report: Grid® Report
Grid® Report for Automation Testing
Winter 2026
G2 Report: Grid® Report
Momentum Grid® Report for Automation Testing
Winter 2026
G2 Report: Momentum Grid® Report

