---
name: creative-learnings
description: Document learnings from creative tests including patterns of what worked and what didn't, updating the angle/hook performance database, and identifying new hypotheses to test. Use after test cycles to capture institutional knowledge and inform future creative strategy.
---

# Creative Learnings

Document and systematize learnings from creative tests.

## Process

### Step 1: Analyze Recent Test Results

**Gather Test Data:**
- All creatives tested in period
- Performance metrics (CPA, CTR, CVR)
- Spend and volume
- Test duration

**Categorize Results:**
- Clear winners (scale)
- Promising (iterate)
- Clear losers (kill)
- Inconclusive (retest)

### Step 2: Extract Patterns

**What Worked - Analyze:**
- Common elements in winners
- Hook types performing
- Body structures winning
- CTA formats converting
- Visual styles succeeding
- Avatar responses

**What Didn't Work - Analyze:**
- Common failure points
- Hook types failing
- Angles not resonating
- Visual styles flopping
- Audiences not responding

### Step 3: Update Performance Database

**Angle Tracker:**
| Angle | Tests | Wins | Win Rate | Best CPA | Notes |
|-------|-------|------|----------|----------|-------|
| [Angle 1] | X | X | X% | $X | [Learning] |

**Hook Type Tracker:**
| Hook Type | Tests | Wins | Win Rate | Notes |
|-----------|-------|------|----------|-------|
| Greed | X | X | X% | [Learning] |
| Emotion | X | X | X% | [Learning] |

**Framework Tracker:**
| Framework | Tests | Wins | Win Rate | Notes |
|-----------|-------|------|----------|-------|

### Step 4: Identify New Hypotheses

**From Winners:**
- What can we double down on?
- What variations should we test?
- What audiences should we expand to?

**From Losers:**
- What should we stop doing?
- What assumptions were wrong?
- What variables need isolation?

**From Market:**
- What competitors are doing?
- What trends are emerging?
- What gaps exist?

### Step 5: Output Learnings Document

```
## CREATIVE LEARNINGS: [Date Range]

### TEST SUMMARY

**Tests Conducted:**
- Total creatives tested: [#]
- Winners identified: [#]
- Win rate: [X%]
- Total test spend: $[X]

**By Category:**
| Type | Tested | Winners | Win Rate |
|------|--------|---------|----------|
| New angles | X | X | X% |
| Hook variations | X | X | X% |
| Body iterations | X | X | X% |
| CTA tests | X | X | X% |

---

### KEY LEARNINGS

**LEARNING 1: [Title]**
- What we tested: [Description]
- Result: [Outcome]
- Why it worked/failed: [Analysis]
- Application: [How to use this]
- Confidence: [High/Medium/Low]

**LEARNING 2: [Title]**
...

---

### WHAT'S WORKING

**Winning Angles:**
1. [Angle] - Why: [Explanation]
2. [Angle] - Why: [Explanation]

**Winning Hook Types:**
1. [Type] - Performance: [Metrics]
2. [Type] - Performance: [Metrics]

**Winning Formats:**
- [Format description and why]

**Winning Visual Styles:**
- [Style description and why]

**Winning Avatars:**
- [Avatar responding best]

---

### WHAT'S NOT WORKING

**Failed Angles:**
1. [Angle] - Why failed: [Analysis]
   - Action: [Stop/Revise/Retest]

**Failed Hook Types:**
1. [Type] - Why failed: [Analysis]

**Failed Formats:**
- [What and why]

**Avoid:**
- [Thing to stop doing]
- [Thing to stop doing]

---

### PATTERN ANALYSIS

**Successful Patterns:**
- [Pattern 1]: Seen in X winners
- [Pattern 2]: Seen in X winners

**Failure Patterns:**
- [Pattern 1]: Seen in X losers
- [Pattern 2]: Seen in X losers

**Correlations Found:**
- [Variable A] + [Variable B] = [Outcome]

---

### ANGLE/HOOK DATABASE UPDATE

**New Additions:**
| Element | Type | Status | Win Rate | Notes |
|---------|------|--------|----------|-------|
| [New angle] | Angle | Proven | X% | [Note] |
| [New hook] | Hook | Testing | - | [Note] |

**Status Changes:**
- [Element]: [Old status] → [New status]

**Retired:**
- [Element]: Reason: [Why removed]

---

### HYPOTHESES FOR NEXT CYCLE

**High Priority Tests:**
1. **Hypothesis:** [Statement]
   - Based on: [Learning that inspired this]
   - Test: [What to create]
   - Expected outcome: [Prediction]

2. **Hypothesis:** [Statement]
   ...

**Medium Priority Tests:**
1. [Hypothesis and test plan]

**Experimental:**
1. [Wild card ideas worth trying]

---

### COMPETITIVE INSIGHTS

**What competitors are doing:**
- [Observation 1]
- [Observation 2]

**Opportunities identified:**
- [Gap we can exploit]

---

### RECOMMENDATIONS

**Creative Strategy Adjustments:**
1. [Recommendation]
2. [Recommendation]

**Process Improvements:**
1. [Recommendation]

**Resource Allocation:**
- More focus on: [Area]
- Less focus on: [Area]

---

### NEXT STEPS

**Immediate (This Week):**
1. [ ] [Action item]
2. [ ] [Action item]

**Short-term (This Month):**
1. [ ] [Action item]

**Share With Team:**
- Key insight to communicate: [Summary]
```

## Building Institutional Knowledge

**Document Everything:**
- Even "obvious" learnings
- Capture the "why" not just "what"
- Include context and conditions

**Make It Searchable:**
- Consistent naming conventions
- Tags/categories
- Regular updates

**Share and Apply:**
- Team access to learnings
- Reference in creative briefs
- Update SOPs based on learnings

Source: General creative optimization best practices