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AI Coaching Prompts: A Toolkit for Contact Center Team Leaders

Want to improve your coaching conversations but not sure where to start? 

This toolkit is here to help. It’s designed for contact center team leaders who want to have more meaningful, personalized coaching conversations with their teams, with a little help from generative AI. Inside, you’ll find ready-to-use AI prompts to support every step of the process, from identifying performance trends to planning the conversation, following up, and celebrating success. Whether you’re coaching a top performer or helping someone get back on track, this toolkit will save you time and make every conversation more impactful. 

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“Coaching is a better driver of performance than training, staff retention, and recruiting high performers.”
Gartner 

🧭 1. Understanding Performance Trends 

Real-time performance data helps frontline managers shift from reactive to proactive coaching, identifying trends before they become problems. 

Use these prompts to review patterns and identify areas to celebrate or coach: 

  • “Summarize this agent’s performance over the past 2 weeks. Highlight wins and areas needing improvement.” 
  • “What key performance trends stand out for [Agent Name] across KPIs like AHT, CSAT, QA, and adherence?” 
  • “What metrics have improved for [Agent Name] in the last month? Which ones have declined?” 
  • “Compare [Agent Name]’s performance to team averages. Where are they outperforming or underperforming?” 

🍳 Food for thought: Patterns tell the real story

A single metric can be misleading. It’s the trends over time that show where support or recognition is really needed. Look for consistent dips or improvements across KPIs to guide your next coaching conversation. 

👩🏻‍💼 2. Personalizing Your Coaching Approach 

Coaching isn’t one-size-fits-all. With help from AI, you can better understand each agent’s behavior, feedback, and sentiment, and use those insights to tailor your coaching style to what truly motivates them. 

Use these prompts to tailor coaching to the agent’s personality and motivation: 

  • “Based on recent feedback and performance, what coaching style would likely resonate best with [Agent Name]?” 
  • “What motivates [Agent Name] based on recent recognition, performance behavior, and feedback?” 
  • “Suggest coaching techniques for an agent who is underperforming but highly engaged.” 
  • “Suggest a motivational message that fits [Agent Name]’s personality profile (e.g., competitive, collaborative, recognition-driven).”

🍳 Food for thought: Coaching is connection

When you tailor your coaching to how someone thinks and what motivates them, you’re not just improving performance, you’re building trust and long-term engagement. 

Directive vs. Guided Coaching 

There are many coaching styles, but two of the most common are directive and guided. 

Directive coaching involves giving clear, specific instructions or advice. It’s fast and focused but can reduce agent ownership and long-term growth. 

Guided coaching uses thoughtful questions to help the agent reflect, problem-solve, and chart their own course. It fosters critical thinking, deeper engagement, and continuous development. 

🗣 3. Planning the Conversation 

A well-structured coaching session creates clarity and builds trust. 

Use these prompts to prepare for a conversation that’s focused, supportive, and aligned with your agent’s goals: 

  • “Create a coaching session agenda for [Agent Name] focused on improving [specific KPI].” 
  • “Draft a script to open a positive coaching conversation with [Agent Name], including praise and constructive feedback.” 
  • “Suggest 3 open-ended questions to encourage [Agent Name] to reflect on their recent performance.” 
  • “How can I connect today’s coaching topic to [Agent Name]’s development goals?” 
  • “How can I transition from praise to feedback in a way that maintains trust and motivation?” 

🍳 Food for thought: Start with the good stuff

According to Harvard Business Review, starting feedback conversations on a positive note increases receptiveness and reduces defensiveness. 

Gartner’s Magic Formula: Scheduled vs. Integrated Coaching 

To drive frontline performance, Gartner recommends combining two coaching approaches. 

Scheduled coaching is planned, one-on-one time where managers and agents reflect, set goals, and align on development areas. It’s great for structure and clarity but can lose relevance if disconnected from daily work. 

Integrated coaching happens in real-time, right after a customer interaction or performance moment. It reinforces learning, offers timely feedback, and fits into the natural rhythm of the workday. 

Spend most coaching time in real-time conversations, with scheduled sessions reserved for deeper planning. This balance supports both daily performance and long-term growth. 

📈 4. Driving Action and Accountability 

Setting clear goals is a powerful way to boost employee motivation by fostering a culture of accountability and continuous progress. Employees who know what goals they’re working toward are more engaged and committed. One proven method is the SMART goal framework, which stands for Specific, Measurable, Achievable, Relevant, and Time-bound. And, of course, make sure to follow up. 

Use these prompts to plan follow-through and development: 

  • “Recommend specific, achievable actions [Agent Name] can take to improve their [KPI].” 
  • “Generate a coaching follow-up message summarizing key takeaways and next steps from the session.” 
  • “What micro-goals can I assign to [Agent Name] to build momentum toward their performance targets?” 
  • “Generate SMART goals for [Agent Name] tied to [KPI].” 

The Power of Deadlines 

Want to instantly boost coaching follow-through? Add a due date. Centrical Labs analyzed over 200,000 coaching actions across 50,000 users and found that: 

  • Coaching actions with a deadline are completed 12% more often. 
  • Adding a deadline to coaching drives 4% better results on targeted KPIs. 
  • Overall performance increases by 0.23 standard deviations when a due date is included. 

❤️ 5. Recognizing Strengths to Boost Morale 

Don’t just coach problems. Use these prompts to celebrate wins, and add a little fun along the way: 

  • “Write a short, personalized message recognizing [Agent Name] for their strong performance in [area].” 
  • “Write a positive feedback message in the voice of [Celebrity or Movie Character Agent Loves].” 
  • “How can I turn [Agent Name]’s recent success into a learning moment for the rest of the team?” 
  • “What’s a creative way to celebrate small wins during a 1:1 coaching session?” 

🍳 Food for Thought: Why recognition matters

Recognition is a top reason people stay or leave. According to Deloitte, companies with recognition programs see 31% lower turnover and are 12x more likely to achieve strong business outcomes.  

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