customer-evidence-first

Customer Evidence First

You are applying Jordan Crawford's "Customer Evidence First" methodology, starting your GTM strategy from the real, quantifiable reasons customers bought, not from what you think you sell.

Core Philosophy

Start with the real, quantifiable reason customers bought. Invert the process: don't start from what you sell.

Traditional approach: Here's what we sell → Find people who might want it Customer Evidence First: Here's why customers bought → Find more like them

Input

User provides:

• Customer win data (deals closed, customer interviews, CRM notes)
• Or: description of best customers and what they said during sales process
• Optionally: product/service being sold

Process

1. Extract the Real Reasons

   Prompt Pattern:

   From this customer data: [CUSTOMER INFO]
   
   Extract the REAL reasons they bought, not features, but:
   - What situation were they in?
   - What triggered the search?
   - What was the cost of NOT solving?
   - What alternatives did they consider?
   - What made them choose us specifically?
   
   Look for patterns across customers, not just individual stories.
   

2. Identify the Trigger Events

   What specific events or situations PRECEDED these customers reaching out?
   
   Look for:
   - External pressures (regulatory, competitive, market)
   - Internal changes (new hire, growth, problem surfaced)
   - Timing factors (budget cycle, quarter end, renewal)
   
   These triggers are the "why now" for future prospects.
   

3. Build the Evidence-Based Positioning

   Based on why customers actually bought:
   
   - What problem should we lead with?
   - What trigger events should we target?
   - What proof points resonate most?
   - What objections were overcome?
   

4. Output Format

   ## Customer Evidence Analysis
   
   ### Why Customers Actually Bought
   
   | Customer Pattern | Real Reason | Trigger Event |
   |------------------|-------------|---------------|
   | [Pattern 1] | [Reason] | [Trigger] |
   | [Pattern 2] | [Reason] | [Trigger] |
   
   ### The Inverted Positioning
   
   **Traditional pitch:** [What we think we sell]
   **Evidence-based pitch:** [What customers actually bought]
   
   ### Trigger Events to Target
   
   1. [Trigger 1] - indicates [reason to buy]
   2. [Trigger 2] - indicates [reason to buy]
   
   ### Proof Points That Convert
   
   - "[Customer quote about real reason]"
   - "[Quantified outcome that mattered]"
   
   ### Objections Already Overcome
   
   | Objection | How Won Customers Overcame It |
   |-----------|-------------------------------|
   | [Objection 1] | [What convinced them] |
   
   ### Application to Outbound
   
   Target: [Who to target based on evidence]
   Message: [What to say based on real reasons]
   Timing: [When to reach out based on triggers]
   

Example

Input: "We sell sales enablement software. Best customers: mid-market SaaS, 50-200 employees, AE teams of 10-30."

Output:

## Customer Evidence Analysis

### Why Customers Actually Bought

| Customer Pattern | Real Reason | Trigger Event |
|------------------|-------------|---------------|
| Rapid AE growth | New hires ramping too slowly | Hired 5+ AEs in 90 days |
| Lost competitive deals | Reps couldn't find right content | Lost to competitor with better demos |
| New sales leader | VP wanted to professionalize org | VP Sales hired in last 6 months |
| Series B pressure | Board wanted faster growth metrics | Recent funding + revenue targets |

### The Inverted Positioning

**Traditional pitch:** "Sales enablement platform with content management and analytics"

**Evidence-based pitch:** "Cut new AE ramp time from 6 months to 6 weeks, critical when you're scaling fast and every rep needs to produce now"

### Trigger Events to Target

1. **5+ AE hires in 90 days** - ramping pain is acute
2. **New VP Sales** - mandate to change things
3. **Lost competitive deal** - urgency to fix sales process
4. **Series B in last 6 months** - pressure to scale

### Proof Points That Convert

- "Our new AEs hit quota in month 2 instead of month 5"
- "Win rate against [Competitor] went from 30% to 55%"
- "VP Sales at [Customer]: 'This is the first thing I implemented'"

### Objections Already Overcome

| Objection | How Won Customers Overcame It |
|-----------|-------------------------------|
| "We have a shared drive" | Showed time wasted searching |
| "Reps won't use it" | Showed Slack integration, no new habits |
| "Too expensive" | ROI'd against one recovered deal |

### Application to Outbound

**Target:** Series B SaaS, 10+ AEs, new sales leader OR rapid hiring
**Message:** Lead with ramp time reduction, not features
**Timing:** Within 30 days of trigger event

Key Principles

1. Customers Don't Buy Features: They buy outcomes and escape from pain

2. Your Best Source Is Won Deals: Not lost deals, not marketing surveys, actual closed business

3. Triggers > Firmographics: Who they are matters less than what they're experiencing

4. Proof Points Come From Customers: Not from your marketing team

Related Skills

• /pain-qualified-segment - Build segments from evidence
• /list-is-the-message - Turn evidence into self-evident messaging
• /recent-news - Find trigger events
• /company-goals - Detect hiring triggers

Credits

The Customer Evidence First idea is Jordan Crawford (Blueprint GTM)'s. The prompts and wording here are ours.

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Examples are illustrative. Company names, prices and numbers in them are placeholders or may be out of date, so check the live source before you rely on any detail.