Without example utterances, the LLM may struggle to match customer inputs to the correct action, leading to inaccurate or failed responses. This can negatively affect the user experience and reduce the effectiveness of the system.

Ensure that each Topic includes at least one example utterance. Add one to three sample customer messages that accurately represent expected inputs. This helps improve recognition and ensures the Topic is triggered correctly.