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 do you compare to MABL/Testim/Functionize?
MABL & Testim (as well as others) are scripting or record-and-play tools that use Machine Learning to stabilize tests. They do this by making models of clickstream events that are robust through small changes. Large feature changes will still break them. Your team needs to develop, update, and expand the testing suite. You test through their application and do not own any code.
ProdPerfect auto-detects and auto-generates testing suites. When they break, we fix them. You receive, keep, and own the test code.
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Question on: ProdPerfect
How do I know you won't accidentally collect PII?
We typically work with your Security team to actively test the datatracker on a non-sensitive environment. We give them full access to the tracking library and the data we are collecting from their application to demonstrate that we aren’t collecting PII. Your team can also host the data tracker to ensure it is in control of all updates.
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Question on: ProdPerfect
How do you keep the data you collect safe / how will you pass our security review?
Our practice is to not collect personal information of any sort (PII, PHI, PCI, etc). You can see our Security FAQ on our website.
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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

