G2

Raphael j.

Lead AI Engineer

Computer Software

Small-Business (50 or fewer emp.)

9/25/2026

"Streamlined Prompt Creation, Testing, and Versioning in One Place"

4/5

What do you like best about Prompting Systems?

Prompting Systems has become my main workspace for prompt engineering. I can create prompts, run tests against different models, and keep clear version history all in the same place instead of juggling Notion docs, Google Docs, and scattered notebooks. Being able to quickly compare outputs side by side and track what changed between versions has noticeably sped up my iteration cycle when building AI features. The overall workflow feels clean once you’re in it, so I spend more time improving prompt quality and less time on manual organization. Review collected by and hosted on G2.com.

What do you dislike about Prompting Systems?

The learning curve is a bit steeper than expected when you first start exploring the more advanced features. Some multi prompt workflows especially when testing several variations at once still feel a little clunky and could be smoother. A few UI improvements around bulk testing and clearer onboarding for power user features would make the experience even better. Review collected by and hosted on G2.com.

What problems is Prompting Systems solving and how is that benefiting you?

Before Prompting Systems I was managing prompt versions across multiple files and manually comparing results, which was slow and error prone. The platform solves that by giving me a single place to develop, version, test, and refine prompts for AI applications. I can iterate faster, keep a clear history of what worked, and more systematically improve the quality of the prompts I ship. This has made my AI feature development process more organized and efficient. Review collected by and hosted on G2.com.