ChatGPT Prompts for Sales Managers: Coaching, Forecasting, Pipeline Reviews

Published: July 2026 | 8 min read

Sales managers multiply the output of their team — coaching, forecasting, removing blockers, and holding people accountable. AI can generate coaching plans, pipeline reviews, forecast summaries, and performance analyses, but only when prompts define the team structure, metrics, rep profiles, and management cadence. Structured prompts turn AI into a sales ops analyst that helps managers spend more time coaching and less time reporting.

Below are production-ready AI prompts, organized by workflow. These are adapted from Skillent's AI Prompt Library.

Coaching & Performance Management

1. Rep Coaching Plan

Role: Sales manager
Task: Create a coaching plan for [rep name].
Rep profile: [tenure, current quota attainment %, strengths, areas for improvement]
Recent performance:
- Calls/week: [X] (target: [X])
- Demo conversion: [X]% (team average: [X]%)
- Close rate: [X]% (team average: [X]%)
- Average deal size: $[X] (team average: $[X])
- Pipeline coverage: [X]x quota (target: 3x)
Coaching plan:
1. Primary focus area (the #1 thing that will move the needle)
2. Specific activities to improve (what the rep should do differently)
3. Coaching cadence (weekly 1:1, call shadowing, deal reviews)
4. Metrics to track (what numbers indicate improvement?)
5. Timeline: 30/60/90-day milestones
6. Resources needed (training, scripts, tools, mentor pairing)
7. Success criteria (what does "fixed" look like?)
8. What manager will do (specific actions — ride-alongs, call reviews, role-play)
Output: 1-page coaching plan ready for 1:1 discussion with rep.

2. 1:1 Meeting Agenda Generator

Role: Sales manager
Task: Create a 1:1 meeting agenda for [rep name].
Rep: [name, tenure, recent performance summary]
Agenda (30 min):
1. Wins and challenges (5 min) — What went well this week? What was hard?
2. Pipeline review (10 min) — Top 3 deals, what's moved, what's stuck, what needs help
3. Activity metrics check (5 min) — Calls, meetings, demos vs. targets — trend discussion
4. Coaching topic (5 min) — One skill to develop (based on observation or rep request)
5. Action items (5 min) — Who does what by when (rep and manager commitments)
For each section: Key questions to ask, what to listen for, when to push vs. support
Output: Weekly 1:1 agenda customized to rep's current situation.
Include: Space for rep to add their own topics first.

3. Performance Improvement Plan (PIP)

Role: Sales manager
Task: Create a PIP for [rep name] who is underperforming.
Rep: [name, tenure, current attainment %, quota $[X])
Performance issues: [list — activity levels, conversion rates, pipeline coverage, specific behaviors]
PIP structure (60-day plan):
Week 1-2: Assessment and goal setting
- Specific performance gaps documented
- Required metrics defined (calls/day, demos/week, pipeline value)
- Manager support plan (daily check-ins, call shadowing)
Week 3-6: Intensive coaching
- Weekly skill development focus
- Call reviews (manager listens to 3 calls/week, provides feedback)
- Role-play sessions (objection handling, discovery, closing)
- Pipeline reviews (twice weekly)
Week 7-8: Evaluation
- Performance metrics vs. targets
- Progress assessment (meeting / partially meeting / not meeting)
- Decision: Continue plan / successful completion / transition
For each phase: Specific metrics, manager actions, rep commitments, documentation requirements
Output: PIP document for HR review and rep discussion.
Note: Consult HR before issuing PIP — follow company and legal procedures.

Pipeline & Forecast Reviews

4. Weekly Pipeline Review

Role: Sales manager
Task: Conduct a weekly pipeline review for [team].
Team: [X] reps, total pipeline $[X], quota $[X]/month
For each rep:
1. Pipeline value and coverage ratio (pipeline / quota)
2. Deals closing this month (value, stage, confidence, risk)
3. Stalled deals (no movement in 2+ weeks — why? what's the plan?)
4. New pipeline added this week (value, source, quality)
5. Deals lost this week (value, reason, pattern?)
Team summary:
1. Total pipeline health (3x+ coverage = healthy, <3x = risk)
2. Stage distribution (top-heavy = risk, balanced = healthy)
3. Activity trends (calls/demos/meetings this week vs. last)
4. Win/loss patterns (what are we winning/losing and why?)
5. Key risks for the quarter (deals that could make or break)
Action items: Top 3 things to fix this week
Output: Pipeline review summary with rep-by-rep detail and team-level analysis.

5. Monthly Forecast Call Prep

Role: Sales manager
Task: Prepare for monthly forecast call with [VP/director].
Month: [month/year]
Team quota: $[X]
Team commit: $[X] ([X]% of quota)
Team best case: $[X] ([X]% of quota)
For each commit deal:
1. Rep, company, value, close date
2. Why it commits (evidence — verbal commitment, contract in legal, etc.)
3. Risk (what could prevent closing this month)
Top 5 deals (by value):
1. [Company] — $[X] — [rep] — [stage] — [confidence] — [next step]
2. [Company] — $[X] — [rep] — [stage] — [confidence] — [next step]
...
Coverage analysis:
- Commit / quota: [X]%
- Commit + best case / quota: [X]%
- Total pipeline / quota: [X]x
- Gap to quota: $[X] (how we close it)
Narrative summary:
1. Are we on track for the quarter? (yes / at risk / no)
2. What's changed since last forecast? (deals pulled in, pushed out, lost)
3. Key risks (top 3 deals at risk — what's the mitigation?)
4. Key opportunities (deals that could pull forward — upside)
5. Asks (what do we need from leadership?)
Output: Forecast call prep document, 2-3 pages.

6. Win/Loss Analysis Report

Role: Sales operations analyst
Task: Create a quarterly win/loss analysis report.
Quarter: [Q/X]
Wins: [X] deals, $[X] total value
Losses: [X] deals, $[X] total value
Win rate: [X]%
For wins:
1. Top 3 reasons we won (from CRM close notes and rep interviews)
2. Average sales cycle (days from first contact to close)
3. Average deal size
4. Top product/solution sold
5. Top competitor beaten
For losses:
1. Top 3 reasons we lost (price, features, relationship, timing, no decision)
2. Lost to: [competitor breakdown — who beat us and how often]
3. Average deal size of losses
4. Stage where most deals are lost (discovery? demo? proposal? closing?)
5. Patterns (industry? company size? specific rep? specific competitor?)
Insights:
1. Where do we have the highest win rate? (by product, segment, competitor)
2. Where do we struggle? (what should we stop pursuing?)
3. What skill gap does the loss pattern reveal? (training needed?)
4. What competitive threat is growing? (which competitor is winning more?)
Recommendations: 3 actions to improve win rate next quarter
Output: Win/loss report with charts (described) and analysis.

Team Operations

7. Sales Team Standup Agenda

Role: Sales manager
Task: Create a daily sales standup agenda.
Duration: 15 minutes max
Format: Virtual (Zoom/Teams) or in-person
Agenda:
1. Wins (3 min) — Each rep shares one win from yesterday (deal, meeting, breakthrough)
2. Focus (5 min) — Each rep states their #1 priority for today (one deal, one activity)
3. Blockers (5 min) — What's in the way? (manager commits to unblock)
4. Numbers (1 min) — Yesterday's activity (calls, demos, pipeline added) — display dashboard
5. Close (1 min) — Manager's daily motivational message or focus theme
Rules:
- Keep it brief — no deal reviews in standup (take to 1:1)
- Focus on today, not the week
- Celebrate small wins, not just closed deals
- Manager comes prepared with yesterday's numbers
Output: Standup template with facilitation guide.

8. Territory Realignment Plan

Role: Sales operations manager
Task: Create a territory realignment plan for [team].
Current state: [X] reps, [describe current territory splits — geographic/industry/account-based]
Problem: [describe — coverage gaps, overloaded reps, accounts orphaned, growth imbalance]
Realignment options:
Option 1: [describe — e.g., split by industry verticals]
Option 2: [describe — e.g., split by company size tiers]
Option 3: [describe — e.g., named accounts + geographic fallback]
For each option:
1. How accounts are assigned (methodology)
2. Balance assessment (is the workload even? by number of accounts and revenue potential?)
3. Transition complexity (how disruptive is this? what's the change management?)
4. Rep feedback considerations (who wins/loses in this realignment?)
5. Timeline to implement
Recommended option: [which and why]
Implementation plan:
1. Communication timeline (when reps learn about changes)
2. Account transition schedule (handoffs, CRM updates)
3. Pipeline protection (deals in progress — who owns through close?)
4. First 90-day milestone review
Output: Territory realignment proposal ready for leadership approval.

9. Sales Team Compensation Plan Review

Role: Sales compensation analyst
Task: Review the current compensation plan for [team].
Current plan: [base salary $X, commission structure, quota $X, accelerators, caps, SPIFFs]
Plan performance analysis:
1. Average total compensation: $[X] (range: $[X] to $[X])
2. % of reps at quota: [X]%
3. Average attainment: [X]%
4. Total commission paid vs. budget: [X]%
5. Top earner vs. bottom earner ratio: [X]:1
6. Are accelerators driving the right behavior? (analysis)
7. Are caps limiting top performers? (analysis)
Assessment:
1. Is the plan competitive? (vs. industry benchmarks for [role/level])
2. Is the plan motivating? (are reps hitting quota but not pushing further?)
3. Is the plan sustainable? (is comp aligned with revenue?)
4. What's broken? (specific issues — deal credit disputes, SPIFF abuse, unclear terms)
Recommendations:
1. What to change next year (structure, rates, thresholds)
2. What to keep (what's working)
3. Implementation plan (communication, transition rules)
Output: Comp plan review for leadership, 2-3 pages.

Hiring & Onboarding

10. Sales Rep Job Description Writer

Role: Sales hiring manager
Task: Write a job description for [sales role] at [company].
Role: [SDR / AE / Enterprise AE / Account Manager]
Company: [describe — industry, size, product, market position]
Job description sections:
1. Job title and location
2. About us (2-3 sentences — why this company is exciting)
3. What you'll do (5-7 bullets — specific responsibilities, not generic)
4. What you'll achieve (year-1 expectations — quota, activities, outcomes)
5. What we're looking for:
   - Required (must-have — experience, skills, traits)
   - Preferred (nice-to-have — industry, specific tools, languages)
   - Traits (curiosity, resilience, coachability — describe the person, not just the resume)
6. What we offer (compensation range, benefits, equity, growth path)
7. Why join now (what's happening at the company that makes this exciting)
Tone: Direct, exciting, specific. No corporate jargon.
Output: Job description ready for posting on LinkedIn, company careers page, and job boards.
Include: Comp range transparent (improves quality of applicants).

11. Sales Onboarding Plan

Role: Sales enablement manager
Task: Create a 90-day onboarding plan for a new [sales role].
Role: [SDR / AE / Enterprise AE]
Company: [describe product complexity, sales cycle length, team structure]
Day 1-30 (Learn):
Week 1: Company orientation, product overview, shadow top reps
Week 2: Product deep-dive, competitive landscape, market positioning
Week 3: Sales process training, CRM, tools, playbook review
Week 4: First calls (shadowed), discovery call role-play, first demos (with support)
Milestones: Pass product certification, complete first 10 calls
Day 31-60 (Apply):
Week 5-6: Independent calls, manager call shadowing and feedback
Week 7-8: First independent demos, first proposals sent
Milestones: First deal in pipeline, activity targets being met
Day 61-90 (Perform):
Week 9-10: Close first deal (or advance multiple deals to late stages)
Week 11-12: Full quota carrying, pipeline at 3x coverage
Milestones: First close, on-track activity levels, full pipeline
For each phase: Daily/weekly activities, learning objectives, manager check-ins, metrics to hit
Output: 90-day onboarding plan with weekly milestones and graduation criteria.

12. Interview Question Bank

Role: Sales hiring manager
Task: Create an interview question bank for [sales role].
Role: [SDR / AE / Enterprise AE / Account Manager]
Categories:
1. Track record (5 questions — "Tell me about your biggest win. What was the deal? How did you close it?")
2. Process & methodology (5 questions — "Walk me through your sales process from lead to close.")
3. Resilience & coachability (5 questions — "Tell me about a time you missed quota. What happened? What did you change?")
4. Discovery & listening (5 questions — role-play: "Sell me [common object] — but start by understanding my needs.")
5. Competitive instinct (5 questions — "Tell me about a deal you lost. What would you do differently?")
6. Motivation & drive (5 questions — "What motivates you beyond money? How do you stay motivated in a slump?")
7. Culture fit (5 questions — scenario-based, not "are you a team player?")
For each question:
- What to listen for (good answer indicators)
- Red flags (what a bad answer looks like)
- Scoring guide (1-5 scale)
Output: 35-question interview bank with evaluation criteria.
Include: Role-play scenario instructions for live sales simulation.

Best Practices

1. Always define the role and context — professional prompts produce professional output

2. Specify output format — table, checklist, narrative, or structured document

3. Include industry-specific parameters — regulations, market conditions, jurisdiction

4. Set constraints — what to avoid, word limits, prohibited content

5. Always human-review — AI output is a first draft, not a final product.

Related: Check out our guides on ChatGPT prompts for sales reps and AI prompts for account executives.