Sales Coaching Plan AI Prompts for Managers

Every sales manager has them. The rep who is not hitting number. The SDR who books meetings but cannot close. The account executive who loses every competitive deal. They are not bad people. They are not even bad sellers. They have specific skill gaps that, if addressed, would unlock their performance.

The problem is that most managers do not have time to diagnose the root cause of underperformance. They spot symptoms, not causes. They manage to the numbers, not the behaviors that drive the numbers. They have coaching conversations that feel supportive but do not change anything.

Effective coaching requires diagnosis before prescription. Before you can help a rep improve, you need to understand why they are struggling. Is it a skill gap? A motivation issue? A territory or account problem? The intervention depends on the diagnosis.

AI can help managers structure their coaching. It can help diagnose root causes, design improvement plans, and run more effective 1:1 conversations. It cannot replace the manager’s judgment or the rep’s willingness to improve.

AI Unpacker provides prompts designed to help sales managers build coaching frameworks that actually improve performance.

TL;DR

• Effective coaching starts with diagnosis, not prescription.
• Most underperformance comes from a few root causes.
• Behaviors drive numbers, not the reverse.
• Coaching conversations need structure to be effective.
• 1:1 meetings should be coaching, not status updates.
• Performance improvement plans work when they address the real issue.

Introduction

Sales coaching is the highest-leverage activity a sales manager does. A manager who coaches well can take an average team and make it excellent. A manager who does not coach can take an excellent team and make it average.

Yet most sales managers were promoted for being good sellers, not good coaches. They do not have coaching frameworks. They run 1:1 meetings as status updates. They give advice instead of asking questions. They manage outcomes instead of developing skills.

The shift from seller to coach is a shift in focus. Sellers focus on their own performance. Coaches focus on developing others. Sellers want to close the deal. Coaches want to develop the rep who closes deals.

1. Performance Diagnosis Framework

Before you can fix a performance problem, you need to understand it. Diagnosis requires looking at the data, observing the behavior, and asking the right questions.

Prompt for Performance Diagnosis

Diagnose underperformance for sales rep.

Rep: Account Executive, 18 months tenure
Performance: 65% of quota (third consecutive quarter below target)
Deals in pipeline: $450K (target quota: $500K, 90% attainment)
Win rate: 25% (team average: 40%)
Average deal size: $25K (team average: $35K)
Sales cycle: 90 days (team average: 60 days)

What I observe:
- Rep is responsive and present
- Builds good relationships with buyers
- Presents well, good product knowledge
- Struggles in competitive situations
- Does not push back on discounts

What I do not know:
- Why win rate is low (price, product, skills?)
- Why deals take longer than average
- Why average deal size is smaller
- What is happening in actual sales conversations

Diagnosis framework:

Area 1: Activity metrics
- Calls made: 40/week (team average: 50)
- Demos scheduled: 8/month (team average: 10)
- Follow-ups sent: Adequate
- Pipeline coverage: 0.9x (below 3x rule)
- Activity is below average but not catastrophic

Area 2: Pipeline quality
- Lead quality: Self-sourced vs assigned mix
- Lead qualification: Are they pursuing right opportunities?
- Deal velocity: Days in stage by stage
- Stall patterns: Where do deals get stuck?
- Competitive situations: Win/loss record vs competitors

Area 3: Sales skills
- Discovery: Can they uncover real needs?
- Value articulation: Can they justify price?
- Handling objections: Can they address buyer concerns?
- Competitive positioning: Can they defend against competitors?
- Closing: Can they ask for the business?

Area 4: Motivation and mindset
- Goal commitment: Does rep believe in quota?
- Resilience: How do they handle rejection?
- Accountability: Do they own outcomes or blame external factors?
- Coachability: Are they open to feedback?

Most likely root causes:

Hypothesis 1: Discovery skills gap
- Evidence: Low win rate, smaller deal sizes
- Why: Not uncovering full needs, cannot position value
- Implication: Cannot justify premium pricing

Hypothesis 2: Competitive positioning gap
- Evidence: 25% win rate vs 40% team average, longer cycles
- Why: Losing competitive deals, leading to longer cycles
- Implication: Needs competitive battlecards and training

Hypothesis 3: Discounting behavior
- Evidence: Smaller deal size, relationship-focused
- Why: Giving price to close instead of value
- Implication: Needs value selling training

What to investigate:
1. Review 5 lost deals (last 90 days) -- what was the loss reason?
2. Observe 2 discovery calls -- can they uncover needs?
3. Review competitive deal analysis -- what competitors, what happened?
4. Check discount history -- how often, how much?

Diagnosis conversation guide:

Opening: Set context for coaching
"I want to understand how things are going so I can best support you. I have noticed some patterns in your performance and I want to explore them with you together."

Discovery questions:
- "Walk me through your last 3 lost deals. What happened?"
- "When you think about deals that did not work out, what do you see as the common thread?"
- "What part of the sales process do you find most challenging?"
- "If you could get better at one thing, what would it be?"

Closing: Set improvement focus
"I have some observations and we will work on them together. For our next 1:1, I want to watch you do a discovery call so I can give you specific feedback."

Tasks:
1. Pull activity and pipeline metrics for past 90 days
2. Review 5 lost deals for patterns
3. Observe at least 2 sales calls
4. Conduct diagnosis conversation
5. Identify root cause vs symptoms

Generate performance diagnosis with root cause hypothesis and investigation plan.

2. Coaching Plan Development

A coaching plan transforms insight into action. It specifies what to work on, how to work on it, and how to measure progress.

Prompt for Coaching Plan Development

Develop coaching plan for underperforming rep.

Rep profile:
- Account Executive, 18 months, 65% quota attainment
- Strengths: Relationship building, product knowledge, responsiveness
- Areas for development: Discovery, competitive positioning, closing
- Motivation: High (wants to improve, frustrated with results)

Root cause diagnosis:
- Discovery skills gap leading to smaller deals
- Competitive positioning weakness leading to longer cycles
- Discounting behavior leading to margin compression

Coaching plan framework:

Coaching priority 1: Discovery skills
Why this first: Foundation skill, affects everything else

Development activities:
1. Training: Discovery methodology course (2 hours)
2. Practice: Weekly discovery call role-play with manager
3. Observation: Manager observes 2 discovery calls per week
4. Feedback: Specific feedback within 24 hours of each call

Success criteria:
- Can articulate 5+ discovery questions per call
- Uncovers at least 2 unmet needs per conversation
- Uses "why" and "what" questions to dig deeper
- Timeline: 30 days to demonstrate improvement

Coaching priority 2: Competitive positioning
Why second: Once discovery improves, positioning becomes easier

Development activities:
1. Training: Competitive positioning workshop (2 hours)
2. Battlecard review: Study 3 main competitors
3. Practice: Competitive scenario role-plays
4. Analysis: Review last 5 lost competitive deals

Success criteria:
- Can articulate our differentiation vs each competitor
- Uses competitive positioning naturally in conversations
- Win rate in competitive situations improves from 20% to 35%
- Timeline: 45 days to demonstrate improvement

Coaching priority 3: Closing and negotiation
Why third: Depends on improved discovery and positioning

Development activities:
1. Training: Value selling and negotiation workshop (2 hours)
2. Practice: Negotiation role-plays with hard-bargaining buyers
3. Observation: Manager observes closing conversations
4. Deal review: Weekly pipeline review with close analysis

Success criteria:
- Discounting frequency reduced by 50%
- Average deal size increases from $25K to $30K
- Win rate improves from 25% to 40%
- Timeline: 60 days to demonstrate improvement

Weekly 1:1 structure:

Minutes 1-5: Wins and pipeline
- What is going well?
- Pipeline review (moved, stalled, new)

Minutes 6-15: Coaching on priority
- What did you work on this week?
- What did you learn?
- What will you do differently?

Minutes 16-20: Specific skill practice
- Role-play or call observation
- Immediate feedback

Minutes 21-25: Support needed
- What do you need from me?
- Block time for deals that need my involvement

Minutes 26-30: Next steps
- Confirm action items
- Preview next week focus

Coaching resources needed:
1. Discovery training course (assign)
2. Competitive positioning materials (provide)
3. Manager time: 2 hours/week dedicated coaching
4. Practice accounts for role-play

What manager commits to:
- Weekly 1:1 without cancellation
- Call observation twice per week
- Specific feedback within 24 hours
- Availability for questions between 1:1s

What rep commits to:
- Complete training assignments
- Practice techniques in live calls
- Be coachable (accept feedback, try new approaches)
- Track own metrics and progress

Progress check-ins:
- Week 2: Initial check on training completion
- Week 4: First skill assessment (discovery)
- Week 6: Pipeline review and deal quality assessment
- Week 8: Full performance review vs coaching goals

Tasks:
1. Finalize coaching priorities and sequence
2. Assign specific training and resources
3. Structure weekly 1:1 agenda template
4. Define success criteria for each coaching area
5. Schedule coaching touchpoints

Generate coaching plan with specific activities, timelines, and success criteria.

3. 1:1 Meeting Structure

The 1:1 meeting is the foundation of coaching. It should not be a status update. It should be development time.

Prompt for 1:1 Optimization

Optimize 1:1 meeting structure for sales coaching.

Current situation:
- 30-minute 1:1 weekly with each rep
- Current structure: 25-minute status update, 5-minute coaching
- Problem: No time for real coaching, always reacting to issues

Goals for 1:1:
1. Develop skills through coaching and feedback
2. Solve specific deals and challenges
3. Build relationship and accountability
4. Prepare rep for next week

Better 1:1 structure:

Minutes 1-5: Pipeline accountability
- Review key deals (3-5 that matter)
- "What will you do this week to move these forward?"
- Identify blockers that need manager help
- Not a detailed deal review -- focus on critical moves

Minutes 6-20: Coaching focus (THE PRIORITY)
- One specific skill to work on
- Pre-identified: From observation, call recording, rep self-assessment
- Format: Role-play, call observation feedback, or skill practice
- Manager coaches, rep practices, specific feedback given

Minutes 21-25: Challenge solving
- One or two specific deals with challenges
- Manager helps problem-solve
- Share perspective, make recommendations
- Rep decides what to do with advice

Minutes 26-30: Motivation and connection
- What is going well? (Celebrate wins)
- What is frustrating? (Acknowledge reality)
- What do you need? (Support request)
- Preview of next week (Context setting)

What to avoid:
- Do not let status updates dominate
- Do not cancel for "more urgent" things
- Do not skip the coaching practice section
- Do not make it a one-way report

Rep preparation before 1:1:
1. Review pipeline before meeting
2. Come with 1 specific challenge to discuss
3. Self-assess one skill to work on
4. Be ready to practice, not just talk

Manager preparation before 1:1:
1. Review rep's activity and results from past week
2. Listen to at least one call recording
3. Identify specific feedback to give
4. Prepare one skill practice scenario

Call recording review process:
1. Manager listens to call before 1:1
2. Takes notes on specific behaviors (good and bad)
3. Identifies one thing to praise, one to improve
4. Gives feedback in 1:1 with specific examples

Feedback formula:
1. Observation: "I heard you do X..."
2. Impact: "This is effective because..."
3. Alternative: "Next time, try Y..."
4. Practice: "Let me hear you do it this way..."

What to track in 1:1:
- Coaching topic covered
- Skill practice completed
- Deals discussed and actions agreed
- Follow-up commitments from both sides

When 1:1 is not working:
- Rep is not improving over 4-6 weeks
- Fundamental motivation issue, not skill issue
- Conduct formal performance review
- Consider if role change is needed

1:1 frequency by rep type:
- New rep (< 6 months): Weekly, 45 minutes
- Developing rep (needs coaching): Weekly, 30 minutes
- Performing rep (on track): Bi-weekly, 30 minutes
- Star rep (exceeding): Bi-weekly, 30 minutes, focus on retention

Tasks:
1. Audit current 1:1 structure
2. Design improved 1:1 template
3. Create rep preparation guide
4. Train team on new structure
5. Monitor and adjust based on results

Generate optimized 1:1 structure with agenda template and coaching approach.

4. Performance Improvement Plans

Sometimes coaching is not enough. A formal performance improvement plan (PIP) is needed when coaching has not worked or when the performance gap is too large to address informally.

Prompt for Performance Improvement Plan

Develop performance improvement plan.

Situation:
- Account Executive, 18 months tenure
- 3 consecutive quarters below quota (65%, 70%, 65%)
- Coaching has been attempted for 6 months
- Manager has documented coaching conversations
- Rep is motivated but has not improved

Performance summary:
- Quota attainment: 65% (gap of $175K)
- Win rate: 25% (vs 40% team average)
- Average deal size: $25K (vs $35K team average)
- Activity: Below average but not critical

PIP framework:

Section 1: Performance gaps (specific, measurable)
1. Quota attainment below 85% for 3 consecutive quarters
2. Win rate below 30% for past 6 months
3. Average deal size below $30K for past 6 months

Section 2: Root cause (documented)
1. Discovery skills gap (observed in calls, documented)
2. Competitive positioning weakness (lost deal analysis)
3. Inconsistent pipeline management

Section 3: Improvement activities (specific, time-bound)

Week 1-2: Foundation
- Complete discovery skills training (4 hours)
- Complete competitive positioning workshop (2 hours)
- Review and commit to PIP expectations

Week 3-4: Skill building
- Daily discovery call practice with manager
- Weekly competitive deal analysis (3 deals)
- Role-play negotiations twice per week

Week 5-6: Application
- Manager observes all discovery calls
- Independent deal review (rep presents findings)
- Apply skills in live deals with manager observation

Week 7-8: Consolidation
- Demonstrate independent skill application
- Show pipeline improvement metrics
- Present improvement plan results

Section 4: Success criteria (specific, measurable)
- Week 4: Demonstrate discovery skill improvement in role-play
- Week 6: Win rate improves to 35% on observed calls
- Week 8: Pipeline quality improves (average deal size $28K, win rate 35%)
- Week 8: Quota attainment for current quarter at 80%+

Section 5: Support provided
- Manager coaching: 1 hour per week dedicated
- Training materials: All provided
- Practice opportunities: Manager time for role-plays
- Peer support: Paired with high-performing rep for observation

Section 6: Consequences
- If success criteria met by Week 8: PIP concluded, return to normal management
- If progress but not complete: Extended PIP (2 weeks)
- If no progress: Employment action (final warning or termination)

PIP meeting structure:

Opening: Set tone
"This is a formal performance improvement plan. The purpose is to give you clear expectations and support to succeed. I want to be direct: you need to improve, and this plan outlines exactly what that looks like."

Review: Go through plan
1. Walk through performance gaps (be specific)
2. Walk through improvement activities (be clear on expectations)
3. Walk through success criteria (be measurable)
4. Confirm support being provided

Commitment:
"I am committed to supporting you through this. I will provide the coaching and resources. Your job is to do the work. Do you have any questions about the plan?"

Follow-up:
"I will check in weekly on progress. Our next meeting is [date]. Is there anything you need from me before then?"

Documentation:
- Written plan signed by manager and rep
- Copies given to rep and HR
- Original filed in rep record
- Weekly progress notes maintained

PIP best practices:
- Be specific (no vague criticisms)
- Be supportive (this is about improvement, not punishment)
- Be consistent (follow through on commitments)
- Be honest (if it is not working, say so)
- Be fair (this is the second chance, not endless chances)

Tasks:
1. Document performance gaps with specific evidence
2. Design improvement activities with timelines
3. Define measurable success criteria
4. Prepare PIP document
5. Schedule PIP meeting

Generate performance improvement plan with documentation and follow-up approach.

FAQ

How do I know if coaching is working?

Track specific behaviors, not just results. Results lag behavior by weeks or months. If you are coaching discovery, track whether discovery skills are improving (can they ask better questions?). If behaviors are improving, results will follow.

When should I escalate to a PIP?

After 2-3 months of coaching without improvement. If the performance gap is severe (e.g., 50% of quota), you may need to start with a PIP immediately. If the issue is motivation (not capability), coaching may not be the answer.

How do I coach a rep who has more experience than me?

Your role is manager, not peer. You do not need to be the best seller to coach sellers. Focus on what you can control: observation, feedback, development planning. When in doubt, bring in senior peers or enablement for specific skill coaching.

What if the rep is not coachable?

Some reps are not open to feedback. They blame the market, the product, the company, the customers. They are not willing to change. If coaching is not working because the rep is not coachable, you need to make a difficult decision about whether they are in the right role.

Conclusion

Sales coaching is the highest-leverage activity a manager does. It requires diagnosis before prescription, structure to be effective, and consistency to drive improvement.

AI Unpacker gives you prompts to diagnose root causes, develop coaching plans, structure 1:1 meetings, and manage performance improvement. But the judgment about when to coach versus when to manage out, the consistency to follow through, and the courage to have difficult conversations — those come from you.

The goal is not a coaching program. The goal is a team that is continuously improving.