Measure and optimize growth using the AARRR (Pirate Metrics) framework with stage-specific KPIs and funnel analysis
日本語の概要は準備中です。原文の説明を表示しています。
Create and maintain MEDDIC/MEDDPICC deal scorecards for pipeline hygiene, forecast accuracy, and deal coaching
日本語の概要は準備中です。原文の説明を表示しています。
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Build systematic deal scorecards using MEDDIC/MEDDPICC methodology to improve pipeline hygiene, forecast accuracy, and coaching effectiveness.
Based on PTC's MEDDIC (Dick Dunkel) extended to MEDDPICC, creating standardized scorecards for:
| Claude Does | You Decide |
|---|---|
| Creates scorecard templates | Deal stage thresholds |
| Suggests scoring criteria | Coaching priorities |
| Identifies deal gaps | Forecast commits |
| Generates coaching questions | Resource allocation |
| Tracks deal progression | Win strategy |
MEDDPICC Components:
| Component | Definition | Scoring Weight |
|---|---|---|
| Metrics | Quantified business outcomes | 15% |
| Economic Buyer | Budget authority identified | 15% |
| Decision Criteria | How they'll evaluate | 10% |
| Decision Process | Steps to purchase | 10% |
| Paper Process | Legal/procurement | 10% |
| Identify Pain | Business problem articulated | 15% |
| Champion | Internal advocate confirmed | 15% |
| Competition | Competitive landscape known | 10% |
Per-Component Scoring (0-3):
| Score | Definition | Evidence Required |
|---|---|---|
| 0 | Unknown | No information gathered |
| 1 | Identified | Basic information, not verified |
| 2 | Validated | Confirmed with prospect |
| 3 | Leveraged | Actively using in deal strategy |
Stage-Score Alignment:
| Stage | Minimum Score | Required 3s |
|---|---|---|
| Discovery | 8/24 | Pain |
| Qualification | 12/24 | Pain, Champion |
| Demo/Evaluation | 16/24 | Pain, Champion, Criteria |
| Proposal | 18/24 | + Economic Buyer |
| Negotiation | 21/24 | + Paper Process |
| Commit | 22/24 | All components validated |
Weekly Review Focus:
Pipeline Health Metrics:
Input:
Create a MEDDPICC scorecard for:
- Deal: Enterprise software sale, $400K
- Stage: Proposal
- Champion: VP of Operations
- EB: CFO (not met)
- Timeline: Q1 close
Output:
## MEDDPICC Deal Scorecard
### Deal Overview
| Field | Value |
|-------|-------|
| Account | [Customer Name] |
| Opportunity | Enterprise Platform |
| Value | $400,000 ARR |
| Stage | Proposal |
| Close Date | Q1 (March 30) |
| AE | [Name] |
| Last Updated | [Date] |
---
### Score Summary
**Total Score: 16/24** | Stage Requirement: 18/24
| Component | Score | Stage Req | Status |
|-----------|-------|-----------|--------|
| Metrics | 2/3 | 2 | ✅ |
| Economic Buyer | 1/3 | **3** | ❌ GAP |
| Decision Criteria | 3/3 | 2 | ✅ |
| Decision Process | 2/3 | 2 | ✅ |
| Paper Process | 1/3 | 2 | ⚠️ GAP |
| Identify Pain | 3/3 | 3 | ✅ |
| Champion | 3/3 | 3 | ✅ |
| Competition | 1/3 | 2 | ⚠️ GAP |
**Status: NOT READY FOR PROPOSAL** - 3 gaps to address
---
### Component Details
#### Metrics (2/3) ✅ On Track
**Current State:**
- ROI target: 3x in Year 1 ✓
- Primary KPI: Reduce processing time 40% ✓
- CFO business case: Not yet presented ✗
**Evidence:**
> "If we hit 40% reduction, that's $1.2M in operational savings"
> — VP Operations, Discovery Call
**To reach 3/3:**
- [ ] Present business case to CFO
- [ ] Get CFO to validate assumptions
---
#### Economic Buyer (1/3) ❌ CRITICAL GAP
**Current State:**
- EB Identified: CFO Jennifer Walsh ✓
- Access: Email only, no meeting ✗
- Engagement: Unknown priorities ✗
**Gap Analysis:**
We have not met the Economic Buyer. This is a **deal blocker**
for Proposal stage. Champion (VP Ops) reports to CFO but has
not secured meeting.
**Action Required:**
- [ ] Ask Champion for CFO meeting this week
- [ ] Prepare executive briefing deck
- [ ] Identify CFO's priorities for Q1
**Coaching Questions:**
1. "What's preventing us from meeting the CFO?"
2. "What does your champion say about CFO's priorities?"
3. "Can we propose a joint call with champion + CFO?"
---
#### Decision Criteria (3/3) ✅ Strong
**Current State:**
- Formal criteria documented ✓
- Weighted by priority ✓
- Aligned with our strengths ✓
**Evidence:**
| Criterion | Weight | Our Fit |
|-----------|--------|---------|
| Integration depth | 30% | Strong |
| Time to value | 25% | Strong |
| Total cost | 20% | Medium |
| Support | 15% | Strong |
| References | 10% | Strong |
---
#### Decision Process (2/3) ⚠️ Needs Validation
**Current State:**
- Steps identified ✓
- Timeline mapped ✓
- Approvers known ✓
- Specific dates: Partial ✗
**Process Map:**
Step 1: Technical evaluation ✅ Complete Step 2: Business review ✅ Complete Step 3: Proposal review ⏳ This week Step 4: CFO approval ⏳ [Date TBD] Step 5: Legal/Procurement ⏳ [Timeline unknown] Step 6: Signature ⏳ Target: March 30
**To reach 3/3:**
- [ ] Confirm CFO meeting date
- [ ] Map procurement timeline
- [ ] Identify potential delays
---
#### Paper Process (1/3) ⚠️ GAP
**Current State:**
- Legal review required: Likely ✓
- Timeline: Unknown ✗
- Procurement contact: Not identified ✗
- Standard terms acceptable: Unknown ✗
**Risk Assessment:**
Paper process is a common source of deal slip at this stage.
Unknown timeline creates forecast risk.
**Action Required:**
- [ ] Ask champion about procurement process
- [ ] Identify legal/procurement contacts
- [ ] Offer to start MSA review early
---
#### Identify Pain (3/3) ✅ Strong
**Current State:**
- Pain articulated ✓
- Quantified impact ✓
- Urgency established ✓
- Consequences of inaction clear ✓
**Pain Statement:**
> "Manual processing is costing us 8,000 hours/year. We've
> missed SLAs 3 times this quarter. If we don't fix this,
> we'll lose the [Major Customer] contract."
**Business Impact:**
- 8,000 hours × $50/hr = $400K labor cost
- SLA penalties: $200K potential
- Customer retention risk: $2M contract
---
#### Champion (3/3) ✅ Strong
**Champion Profile:**
| Attribute | Assessment |
|-----------|------------|
| Name | Michael Chen, VP Operations |
| Access | Reports to CFO |
| Influence | High - owns the budget |
| Motivation | Personal - promoted if successful |
| Engagement | Weekly calls, sharing internally |
**Champion Test:**
- ✅ Sells when we're not in the room
- ✅ Shares competitive intel
- ✅ Gives us bad news
- ⚠️ Has not secured CFO meeting yet
---
#### Competition (1/3) ⚠️ GAP
**Current State:**
- Competitors identified: 1 known ✓
- Their status: Unknown ✗
- Their approach: Unknown ✗
- Our differentiation: Assumed ✗
**Known Information:**
- Competitor X was evaluated
- Champion said "we've narrowed to two"
- No pricing or proposal intel
**Action Required:**
- [ ] Ask champion directly about competitor status
- [ ] Understand competitor's proposal/pricing
- [ ] Prepare competitive positioning
---
### Gap Resolution Plan
| Gap | Priority | Action | Owner | Due |
|-----|----------|--------|-------|-----|
| Economic Buyer | P1 | Request CFO meeting | AE + Champion | This week |
| Competition | P2 | Discovery with champion | AE | Day 2 |
| Paper Process | P2 | Map procurement timeline | AE | Day 3 |
---
### Coaching Summary
**Primary Focus:** Get in front of CFO before sending proposal
**Key Questions to Ask in 1:1:**
1. Why haven't we met the Economic Buyer yet?
2. What do we actually know about the competition?
3. What could cause this deal to slip past Q1?
**Forecast Recommendation:**
- Current: In forecast at 50%
- Recommendation: Keep at 50% until CFO meeting secured
- Path to 80%: EB meeting + Competition clarity + Paper process mapped
Input:
Summarize MEDDPICC health for these 5 deals:
1. Deal A: 22/24 (Commit stage)
2. Deal B: 14/24 (Proposal stage)
3. Deal C: 18/24 (Demo stage)
4. Deal D: 10/24 (Qualification stage)
5. Deal E: 16/24 (Negotiation stage)
Output:
## Pipeline MEDDPICC Health Summary
### Overview
| Deal | Stage | Score | Req'd | Status |
|------|-------|-------|-------|--------|
| Deal A | Commit | 22/24 | 22 | ✅ On track |
| Deal B | Proposal | 14/24 | 18 | ❌ 4 pts below |
| Deal C | Demo | 18/24 | 16 | ✅ Above req |
| Deal D | Qualification | 10/24 | 12 | ❌ 2 pts below |
| Deal E | Negotiation | 16/24 | 21 | ❌ 5 pts below |
**Pipeline Health: 2/5 deals on track (40%)**
---
### Priority Attention
| Priority | Deal | Issue | Recommended Action |
|----------|------|-------|-------------------|
| P1 | Deal E | 5 pts below in Negotiation | Pull back to Proposal |
| P2 | Deal B | 4 pts below in Proposal | Hold proposal, fill gaps |
| P3 | Deal D | 2 pts below in Qualification | Accelerate discovery |
---
### Deal E (CRITICAL)
**Problem:** In Negotiation stage with 16/24 score (req: 21)
This deal is at high risk. Likely gaps in:
- Economic Buyer (not confirmed?)
- Paper Process (not mapped?)
- Competition (unknown?)
**Recommendation:** Do not forecast this deal. Move back to
Proposal stage and address gaps before continuing negotiation.
---
### Common Gaps Across Pipeline
| Component | Avg Score | Concern |
|-----------|-----------|---------|
| Paper Process | 1.2/3 | Most common gap |
| Competition | 1.4/3 | Frequent blind spot |
| Economic Buyer | 1.8/3 | Access issue |
**Coaching Focus:** Paper Process discovery earlier in cycle
Follow-up Prompts:
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Measure and optimize growth using the AARRR (Pirate Metrics) framework with stage-specific KPIs and funnel analysis
日本語の概要は準備中です。原文の説明を表示しています。
Calculate A/B test statistical significance. Use when: determining if test results are significant; calculating required sample size; estimating test duration; analyzing conversion experiments; making data-driven decisions
日本語の概要は準備中です。原文の説明を表示しています。
Assess customer account health using product usage, support sentiment, payment status, and relationship signals
日本語の概要は準備中です。原文の説明を表示しています。
Analyze paid advertising performance across channels and recommend budget reallocation to maximize ROAS and minimize CAC. Use when: planning quarterly ad budget allocation, diagnosing underperforming ad channels, deciding whether to scale spend on a channel, calculating marginal ROI across Google Ads, Meta, LinkedIn, or TikTok, rebalancing media mix after performance shifts, or setting up a test-and-scale framework for new channels.
日本語の概要は準備中です。原文の説明を表示しています。
Use when testing skills, commands, or agents for quality. Use after creating new skills, before deploying agents, or when debugging inconsistent agent behavior. Triggers on "evaluate", "test quality", "is this skill working", or QA of AI workflows.
日本語の概要は準備中です。原文の説明を表示しています。
Use when analyzing server logs to understand how AI crawlers (GPTBot, ClaudeBot, PerplexityBot) interact with your site. Use when optimizing content placement for LLM retrieval, diagnosing why AI search isn't citing your content, or auditing crawl patterns to find optimization gaps.
日本語の概要は準備中です。原文の説明を表示しています。