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Topic starter
29/07/2026 7:35 am
I work on our billing support team. We get a lot of tickets asking for invoice breakdowns. Our old chatbot prompt was pretty generic and often gave confusing answers, which meant tickets escalated to a human.
I used PromptLayer's compare feature to test a new, more detailed prompt I wrote against the old one. I logged 50 common invoice questions. The new prompt gave the correct, clear answer immediately 42 times. The old one only did it 28 times. I could show my manager the side-by-side logs and the metric: we could cut about 30% of those tickets. They approved the change right away.