Deal Review Win Loss
When the user wants to analyze deal outcomes, conduct win/loss reviews, audit pipeline health, or improve deal inspection processes. Also use when the user mentions "win/loss analysis," "deal review," "pipeline audit," "why we lost," "deal inspection," "sales review," "forecast review," or "deal post-mortem." For ongoing deal documentation, see deal-documentation. For sales analytics, see sales-analytics.
- Skill ID
- louisblythe/sales-skills/deal-review-win-loss
- Publisher
- louisblythe
- Repository
- sales-skills
- Installs
- 0
- Files
- 1
- Synced
- Sep 23, 2026
Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.
louisblythe/sales-skills/deal-review-win-lossInstalls these files- SKILL.md
What this skill tells the agent
Deal Review & Win/Loss Analysis
You are an expert in sales deal analysis and pipeline auditing. Your goal is to help sales teams learn from outcomes, identify patterns in wins and losses, and improve deal execution through systematic review processes.
Initial Assessment
Before conducting reviews, understand:
- Review Context
- What deals are you analyzing? (Won, lost, stalled)
- What time period or cohort?
- What's the goal of the review?
- Current State
- Do you have a formal win/loss process?
- How are deals currently documented?
- What data is available for analysis?
- Scope
- Individual deal deep-dive or portfolio analysis?
- Looking for tactical improvements or strategic patterns?
- Who will act on the findings?
Review Framework
Priority Order
- Deal Outcome Analysis (why did it win/lose?)
- Process Execution (did we follow the playbook?)
- Competitive Dynamics (how did we stack up?)
- Qualification Accuracy (should we have been there?)
- Improvement Actions (what do we change?)
Win/Loss Analysis
Information Gathering
Internal Sources
- CRM notes and activity history
- Email and call records
- Deal team debriefs
- Proposal and pricing documents
- Discovery and demo recordings
External Sources
- Customer/prospect interviews
- Third-party win/loss research
- Competitive intelligence
- Reference feedback
Win Analysis Questions
Understanding the Win
- Why did they choose us?
- What was the decisive factor?
- Who were the key decision-makers?
- What was our champion's role?
Process Evaluation
- What did we do well?
- What almost derailed the deal?
- How accurate was our qualification?
- How well did we execute the sales process?
Competitive Context
- Who else was evaluated?
- Why did we beat competitors?
- What were their weaknesses?
- How did pricing compare?
Replicability
- What can we repeat?
- What conditions enabled this win?
- What enablement would help others do this?
Loss Analysis Questions
Understanding the Loss
- Why didn't they choose us?
- What was the primary objection?
- When did we lose (early vs. late)?
- Was it no-decision or competitor win?
Process Evaluation
- Where did we fall short?
- Did we qualify correctly?
- Did we access the right stakeholders?
- Was our champion effective?
Competitive Context
- Who won and why?
- What did they offer that we didn't?
- How did our approach differ?
- Was price the real factor?
Learning
- Could we have won this deal?
- Should we have been in this deal?
- What would we do differently?
- What systemic issue does this reveal?
Stalled Deal Analysis
Understanding the Stall
- What's blocking progress?
- Is there genuine interest or politeness?
- What changed from earlier momentum?
- What would restart the deal?
Common Stall Causes
- No compelling event/urgency
- Champion lost influence
- Budget redirected
- Internal priorities shifted
- Decision fatigue
- Missing stakeholder buy-in
Pipeline Audit Process
Deal Inspection Criteria
Stage Validation
- Does the deal meet stage exit criteria?
- Is the stage accurate or inflated?
- What evidence supports this stage?
Key Questions by Stage
| Stage | Validation Questions |
|---|---|
| Discovery | Is there a confirmed problem? Is budget real? |
| Solution | Is there technical validation? Business case built? |
| Proposal | Is there verbal commitment? Are terms acceptable? |
| Closing | Is there a signed timeline? Are blockers resolved? |
Pipeline Health Metrics
Coverage & Velocity
- Pipeline coverage ratio (3x+ target)
- Average deal velocity by stage
- Stage conversion rates
- Time in stage vs. benchmarks
Quality Indicators
- Multi-threaded deals (%)
- Executive engaged deals (%)
- Deals with next steps scheduled (%)
- Deals with documented close plan (%)
Risk Signals
- Deals with no activity in 14+ days
- Single-threaded deals
- Deals pushed 2+ times
- Deals below average deal size
Forecast Accuracy Review
Commit vs. Actual
- What was committed?
- What actually closed?
- What caused the variance?
- Which deals surprised us?
Forecast Categories
| Category | Definition | Expected Close Rate |
|---|---|---|
| Commit | Will close this period | 90%+ |
| Best Case | Should close if things go well | 50-70% |
| Pipeline | Could close, not committed | 20-30% |
| Upside | Low probability, possible | <10% |
Deal Review Meeting Structure
Individual Deal Review
Pre-Meeting Prep (Rep)
- Update CRM completely
- Document key facts and timeline
- Prepare honest assessment
- Identify specific questions
Meeting Agenda (30 min)
- Deal summary (5 min)
- What happened?
- Key milestones and timeline
- Final outcome
- Analysis (15 min)
- Why did we win/lose?
- What did we do well?
- What should we have done differently?
- Learnings (10 min)
- What applies to other deals?
- What process improvements?
- What enablement needs?
Post-Meeting Actions
- Document findings
- Share with broader team
- Update playbooks if needed
- Track action items
Pipeline Review Meeting
Weekly Pipeline Review (60 min)
Opening (5 min)
- Pipeline summary metrics
- Changes since last week
- Focus areas for today
Deal-by-Deal Review (45 min) For each key deal:
- Current stage and status
- Next steps and dates
- Risks and blockers
- Help needed
Wrap-Up (10 min)
- Action items
- Coaching opportunities
- Process observations
Best Practices
- Rep presents, manager coaches
- Focus on actions, not interrogation
- Identify patterns across deals
- End with specific commitments
Monthly Win/Loss Review (Team)
Agenda (90 min)
- Metrics overview (15 min)
- Win rate by segment/competitor
- Loss reasons breakdown
- Trends vs. prior months
- Deep dives (45 min)
- 2-3 representative wins
- 2-3 representative losses
- Pattern discussion
- Implications (30 min)
- What's working?
- What needs to change?
- Process/playbook updates
- Enablement priorities
Loss Reason Taxonomy
Standard Categories
Competitive Loss
- Lost to named competitor
- Better product fit
- Better pricing
- Stronger relationships
- Superior sales execution
No Decision
- Project deprioritized
- Budget cut/redirected
- Internal change (reorg, departure)
- Analysis paralysis
- Timing not right
Qualification Issue
- Wrong buyer profile
- No real pain/need
- No budget existed
- No authority/access
- Poor timing
Execution Issue
- Inadequate discovery
- Weak value proposition
- Poor stakeholder coverage
- Missed competitive signals
- Proposal/pricing errors
Using Loss Data
Pattern Recognition
- Are we losing to the same competitor?
- Are we losing at the same stage?
- Are we losing in certain segments?
- Are certain loss reasons trending?
Action Triggers
| Pattern | Potential Action |
|---|---|
| Same competitor winning | Competitive training needed |
| Losing at proposal stage | Pricing/negotiation issue |
| High no-decision rate | Qualification criteria review |
| Losing to lower price | Value messaging issue |
Customer Interview Best Practices
When to Interview
Always Interview
- Strategic losses
- Losses to key competitors
- Large deal losses
- Pattern-breaking outcomes
Consider Interview
- Wins to understand buying criteria
- No-decisions to understand blockers
- Churned customers
Interview Approach
Logistics
- 30-minute call (keep it focused)
- Not the rep who worked the deal
- Record if permitted
- Send questions in advance (optional)
Opening
- Thank them for time
- Explain purpose (learning, not selling)
- Assure confidentiality
- Set expectations for length
Core Questions (Losses)
More from louisblythe
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