Use AI to prepare a focused sales coaching session

Pick one skill and define it

Choose a narrow behavior such as asking a follow-up question, checking understanding, or agreeing a specific next step. Describe what good performance looks like in terms a rep can observe. A broad request to evaluate sales ability invites vague commentary.

Use notes or recordings through your approved internal review process. Explain the coaching purpose to the team and limit access to the people who need the material. Start with a small sample and keep customer context attached so a difficult call is not judged in isolation.

Ask for evidence rather than a personality score

Have AI identify passages where the behavior appears, where an opportunity was missed, and where the record is too ambiguous to judge. Review those passages yourself. Speaker-label errors and incomplete transcripts can produce misleading conclusions.

Avoid using generated sentiment, confidence, or personality labels as a substitute for observing the conversation. A buyer’s short answer might reflect time pressure, an audio issue, or an unsuitable offer. Discuss alternative explanations with the rep before deciding what to practice.

Turn the review into a practical exercise

Choose one moment and rewrite two possible follow-up questions together. Run a short role-play, then agree how the rep will apply the behavior in the next week. Keep the record focused on the skill and the agreed exercise.

Measure whether the behavior becomes more consistent across comparable conversations. Do not treat a small call sample or an AI score as proof of overall rep performance. The manager remains responsible for context, feedback, and any personnel decisions.

Coaching session checklist

• A single skill with an observable definition.
• Specific passages or timestamps supporting the feedback.
• Ambiguities and transcript limitations acknowledged.
• One practice exercise agreed with the rep.
• A later review of the behavior in comparable calls.