G2

Manisha P.

Automation test Engineer

Small-Business (50 or fewer emp.)

2/24/2026

"Great for UI and End-to-End Test Case Generation"

5/5

What do you like best about Muffins.ai?

It allows generating test cases not only for UI validation but also for complete end-to-end functionality check. Review collected by and hosted on G2.com.

What do you dislike about Muffins.ai?

Fixing existing broken test cases is very time-consuming. Review collected by and hosted on G2.com.

Recommendations to others considering Muffins.ai:

When you start using Muffins initially, you may not see immediate results or noticeable improvement. However, over time, it becomes effective and helps in identifying bugs. Review collected by and hosted on G2.com.

What problems is Muffins.ai solving and how is that benefiting you?

The platform is easy to use,it is possible to become comfortable with it in a very short time. Muffins has changed the way UI testing is done—if a developer misses something, Muffins helps catch it. It allows generating test cases not only for UI validation but also for complete end-to-end functionality check. The CI/CD integration helps trigger test cases automatically after deployment, and the reports clearly show test results and reasons for failures. The support from the team is very responsive, helpful, and quick. Review collected by and hosted on G2.com.