Best AI Prompts for Sales Call Analysis with Gong

TL;DR

Gong provides conversation intelligence that surfaces actionable insights from sales calls
Use strategic prompts to extract coaching opportunities and competitive intelligence
Apply call analysis for objection identification and win/loss patterns
Combine Gong insights with human judgment for effective coaching
Build systematic workflows for surfacing and acting on call insights

Introduction

Sales calls contain goldmines of insight that go unanalyzed. Managers don’t have hours to review every call, yet the patterns that would improve performance hide in conversation data. Gong solves this with AI-powered analysis, but the tool only delivers value when you know what to ask it.

The key is framing strategic questions that surface actionable intelligence. Instead of “analyze this call,” ask specific questions about competitor mentions, objection patterns, or coaching opportunities. Your expertise then translates insights into development actions.

This guide provides prompts that unlock Gong’s conversation intelligence for sales improvement.

Why Gong for Call Analysis
Coaching Analysis Prompts
Competitive Intelligence
Objection Handling Analysis
Win/Loss Patterns
Team-wide Analysis
FAQ

Why Gong for Call Analysis

Scale: Analyze every call, not just the ones you have time to review.

Objectivity: AI sees patterns humans miss in conversation.

Benchmarking: Compare performance across team members.

Trend Identification: Surface patterns over time, not just individual calls.

Coaching Focus: Move from “what happened” to “what to improve.”

Coaching Analysis Prompts

Rep Performance Review

Prompt 1 - Individual Call Coaching:

Analyze this sales call for coaching opportunities.

Rep: [name]
Call type: [discovery/demo/negotiation/closing]
Duration: [length]
Outcome: [won/lost/in-progress]

Questions to answer:
1. What did the rep do well? (specific examples)
2. Where did the rep struggle? (exact moments)
3. What questions did they miss asking?
4. How effectively did they handle objections?
5. Was discovery thorough enough for the deal stage?
6. Did they confirm next steps clearly?

Specific moments to highlight:
- [Timestamp]: [what happened] - [coaching point]
- [Timestamp]: [what happened] - [coaching point]

Coaching priorities:
1. [Most impactful improvement]: [specific action to take]
2. [Second priority]: [specific action to take]

Make this actionable for the rep's development.

Discovery Quality Assessment

Prompt 2 - Discovery Call Analysis:

Assess discovery quality on this call.

Rep: [name]
Buyer persona: [who they were meeting]

Discovery elements to evaluate:

Opening:
- Did they establish rapport?
- Did they confirm buyer goals?
- Did they set clear agenda?

Questioning:
- Questions asked: [list key questions]
- Question quality: [open-ended vs. closed]
- Areas missed: [topics not explored]
- Pain depth: [did they dig deep enough?]

Listening:
- Rep talk ratio: [estimate]
- Parroting vs. synthesis: [do they reflect understanding?]
- Next-level questions: [did they uncover root causes?]

Commitment:
- Did they confirm buyer engagement?
- Were next steps clear?
- Did they set expectations appropriately?

Discovery effectiveness: [1-10 with rationale]

Priority coaching areas:
1. [Skill to develop]: [specific approach]
2. [Skill to develop]: [specific approach]

What would make this discovery excellent?

Demo Effectiveness

Prompt 3 - Demo Performance Review:

Evaluate demo effectiveness on this call.

Rep: [name]
Product area: [what was demonstrated]
Buyer level: [economic buyer/technical/user]

Questions to answer:

Relevance:
- Did demo match buyer needs identified in discovery?
- Were correct features highlighted for this buyer?
- Was ROI or value clearly connected?

Delivery:
- Pacing: [too fast/slow/balanced]
- Engagement: [did they check for understanding?]
- Technical depth: [appropriate for audience?]
- Demo confidence: [did they handle issues smoothly?]

Interactivity:
- Did they involve buyer during demo?
- Did they pause for questions?
- Was there genuine dialogue or one-way show?

Objection handling during demo:
- [Objection]: [how rep responded]
- [Objection]: [how rep responded]

Demo success factors:
- What worked: [specific elements that landed]
- What missed: [opportunities not taken]

Improvement priorities:
1. [Change]: [specific approach]
2. [Change]: [specific approach]

What would make this demo 10/10?

Competitive Intelligence

Competitor Mention Analysis

Prompt 4 - Competitive Call Intelligence:

Extract competitive intelligence from this call.

Competitor mentioned: [name]
Context of mention: [who brought them up, when in call]

Questions to answer:

Mention context:
- Who introduced the competitor? [rep/buyer]
- At what point in the conversation? [early/late/closing]
- Tone: [casual/charged/skeptical]

Competitor portrayal:
- How was [Competitor] characterized?
- What weaknesses were mentioned?
- What strengths were acknowledged?

Rep response:
- How did the rep handle the competitor mention?
- Did they respond effectively?
- Were they defensive or confident?
- Did they differentiate clearly?

Buyer sentiment:
- Was buyer favorable toward competitor?
- Did buyer express specific reasons for considering them?
- Was this a real evaluation or passing mention?

Competitive positioning opportunities:
- [Gap to address]: [how to position against this]
- [Weakness to correct]: [how to improve]

Prepare battlecard update: [yes/no with rationale]

Competitive Win/Loss Analysis

Prompt 5 - Competitive Win/Loss:

Analyze competitive dynamics in this deal.

Competitors in deal: [list]
Outcome: [won/lost]

Questions to answer:

Competitor mention timeline:
- When were competitors first mentioned?
- How often were they discussed?
- At what stage did competitor become decisive?

Comparative positioning:
- What did we do well vs. competitors?
- What did competitor do better?
- Where did we lose ground?

Decision factors:
- What was the primary decision driver?
- How did price factor in?
- How did relationship factor in?
- How did product capability factor in?

If won despite competitor strength:
- What gave us the edge?
- How did we position our strengths?
- How did we address our weaknesses?

If lost to competitor:
- What was the deciding factor?
- Was there anything we could have done differently?
- How can we prepare for next time?

Create battlecard update: [priority competitor areas to address]

Objection Handling Analysis

Objection Pattern Identification

Prompt 6 - Objection Handling Review:

Analyze objection handling on this call.

Objections encountered:
1. [Objection]: [exact or paraphrased]
   - Timestamp: [when raised]
   - How rep responded: [what they said]
   - Effectiveness: [strong/weak/partial]

2. [Objection]: [exact or paraphrased]
   - Timestamp: [when raised]
   - How rep responded: [what they said]
   - Effectiveness: [strong/weak/partial]

Objection handling evaluation:

Rep approach:
- Did they acknowledge the objection?
- Did they ask follow-up questions to understand?
- Did they provide evidence or proof?
- Did they bridge back to value?

Patterns across objections:
- [Pattern 1]: [where it appeared]
- [Pattern 2]: [where it appeared]

Skill level assessment:
- Acknowledgment: [score]
- Understanding: [score]
- Response quality: [score]
- Overall: [score]

Priority improvements:
1. [Skill]: [specific approach to develop]
2. [Skill]: [specific approach to develop]

Role-play scenario to develop: [objection situation to practice]

Pricing Discussion Analysis

Prompt 7 - Pricing Conversation Review:

Analyze pricing discussion on this call.

Pricing topics covered:
- [How budget was discussed]
- [How pricing was introduced]
- [How discounts were handled]

Timeline:
- When did pricing come up?
- Who introduced it?
- How long was spent on pricing?

Buyer reaction:
- Initial response: [sticker shock/pushed back/accepted]
- Follow-up concerns: [specific issues raised]
- Final positioning: [how rep responded]

Rep response quality:
- Did they justify value before discussing price?
- Did they understand buyer's constraints?
- How did they handle discount requests?
- Did they protect margin appropriately?

Negotiation dynamics:
- [Issue]: [how resolved]
- [Issue]: [how resolved]

Outcome:
- [Final pricing agreed]
- [Any concessions made]
- [Margin impact]

Pricing skill assessment: [1-10 with rationale]

If deal was lost on price:
- Was there room to negotiate?
- Could value have been better communicated?
- Did we understand buyer's constraints fully?

Win/Loss Patterns

Call Outcome Analysis

Prompt 8 - Deal Outcome Review:

Analyze why this deal was [won/lost].

Deal: [description]
Outcome: [won/lost]
Stage: [where in process]

Questions to answer:

If won:
- What drove the win?
- What made us stand out?
- How did we differentiate from competitors?
- What did the buyer say that indicated we won?

If lost:
- Why did we lose?
- When was the decision made?
- Was there anything that could have changed outcome?
- How did we position ourselves?

Key call moments:
- [Moment]: [why it mattered]
- [Moment]: [why it mattered]

Buying committee:
- Who was on the call?
- Were we talking to decision makers?
- Did we engage all stakeholders appropriately?

Next steps:
- Were next steps clear?
- Was there a commitment to move forward?
- What barriers remain?

Patterns to watch:
[Trends across this call that might indicate deal health]

What to do differently next time:
[Specific improvements for similar deals]

Pipeline Health Assessment

Prompt 9 - Pipeline Call Indicators:

Assess pipeline health from this call.

Deal stage: [where in pipeline]
Call type: [regular check-in/technical demo/negotiation]

Positive indicators:
- [Signal]: [evidence from call]
- [Signal]: [evidence from call]

Negative indicators:
- [Signal]: [evidence from call]
- [Signal]: [evidence from call]

Engagement signals:
- Buyer enthusiasm: [high/medium/low with evidence]
- Response to next steps: [eager/reluctant/uncertain]
- Information sharing: [open/guarded/defensive]

Competitive signals:
- [Competitor mention or lack thereof]

Risk factors:
- [Risk]: [evidence]
- [Risk]: [evidence]

Deal health verdict: [healthy/needs attention/at risk]

Recommended actions:
1. [Immediate action]: [rationale]
2. [Follow-up action]: [rationale]

Is this deal worth continued investment? [yes/no with rationale]

Team-wide Analysis

Team Performance Trends

Prompt 10 - Team Coaching Themes:

Identify coaching themes across team calls this [week/month/quarter].

Team size: [number of reps]
Calls analyzed: [number]
Deals in motion: [number]

Common strengths identified:
1. [Skill]: [examples from calls]
2. [Skill]: [examples from calls]

Common coaching opportunities:
1. [Skill gap]: [examples from calls]
2. [Skill gap]: [examples from calls]

Objection handling patterns:
- Most common objections: [list with frequency]
- Team handling quality: [strongest/weakest areas]

Discovery patterns:
- Best discovery questions used: [examples]
- Most missed areas: [topics often not explored]

Demo effectiveness:
- Most effective demo techniques: [examples]
- Common demo mistakes: [examples]

Competitive positioning:
- How competitors are appearing: [patterns]
- Team response quality: [assessment]

Priority coaching focus for next [period]:
1. [Focus area]: [why it matters]
2. [Focus area]: [why it matters]

What coaching would move the needle most?

Deal Stage Analysis

Prompt 11 - Stage-Specific Analysis:

Analyze calls at [stage] stage.

Stage: [early/discovery/evaluation/negotiation]
Calls analyzed: [number]

Questions to answer:

Stage-appropriate activity:
- Are we asking right questions for this stage?
- Are we demonstrating appropriate value?
- Are we advancing toward next stage?

Stage-specific metrics:
- Average call length: [minutes]
- Key topics typically covered: [list]
- Objections common at this stage: [list]

Stage-specific best practices:
1. [Best practice]: [why it matters]
2. [Best practice]: [why it matters]

Common mistakes at this stage:
1. [Mistake]: [how to avoid]
2. [Mistake]: [how to avoid]

What separates deals that advance from those that stall?

Advance criteria for this stage:
[What must be accomplished to justify moving forward]

FAQ

How do I get Gong to surface the right insights?

Ask specific questions. “Find coaching opportunities” works better than “analyze this call.” The more targeted your questions, the more actionable the insights.

What’s the right volume of calls to analyze?

Quality over quantity. Review enough calls to identify patterns, but focus on calls that represent key deal stages or where you suspect issues.

How do I prioritize coaching focus?

Identify the highest-leverage skill gap. What single improvement would most impact win rates? Focus coaching there first.

Should I share Gong insights directly with reps?

Yes, but frame them constructively. Gong shows what happened; coaching develops why it matters and how to improve. Share insights, not surveillance.

How do I track coaching impact?

Measure the specific behaviors you’re coaching. If you coached discovery questioning, track discovery question frequency in future calls. Measure behavior change, not just call analysis.

Conclusion

Gong transforms sales call data from untapped potential into actionable intelligence. Strategic prompts surface patterns that improve coaching, competitive positioning, and win rates.

Key Takeaways:

Ask specific questions to get actionable insights
Focus coaching on highest-leverage improvements
Track patterns across calls, not just individual moments
Combine AI analysis with human coaching judgment
Measure behavior change from coaching interventions

Your calls contain the answers. Learn to ask Gong the right questions.

Looking for more sales resources? Explore our guides for sales coaching and conversation intelligence.

Best AI Prompts for Sales Call Analysis with Gong