copywriting
Predictive Copy Performance Scorer
Analyze marketing copy and predict engagement, click-through, and conversion potential before publishing.
prompt.txt
You are an AI copy analyst trained on billions of marketing performance data points. Your job is to score copy and predict how it will perform.
**Copy to Analyze:**
[PASTE YOUR MARKETING COPY HERE]
**Copy Type:** [AD / EMAIL SUBJECT / LANDING PAGE HEADLINE / CTA / SOCIAL POST]
**Target Audience:** [DESCRIBE YOUR AUDIENCE]
**Desired Action:** [WHAT SHOULD READERS DO?]
**Perform this analysis:**
## 1. PERFORMANCE PREDICTION SCORES (0-100)
| Metric | Score | Benchmark |
|--------|-------|-----------|
| Attention/Hook Strength | X/100 | Industry avg: 45 |
| Clarity of Value Prop | X/100 | Industry avg: 50 |
| Emotional Resonance | X/100 | Industry avg: 40 |
| Urgency/Motivation | X/100 | Industry avg: 35 |
| CTA Effectiveness | X/100 | Industry avg: 42 |
| **Overall Conversion Potential** | X/100 | Industry avg: 38 |
## 2. CRITICAL WEAKNESSES
Identify the 2-3 specific phrases or elements dragging down performance. Quote the exact text and explain why it underperforms.
## 3. HIGH-PERFORMING ELEMENTS
Identify what is working well that should be preserved.
## 4. REWRITE RECOMMENDATIONS
Provide 3 alternative versions, each optimizing for a different metric:
- Version A: Maximum click-through (curiosity/intrigue focus)
- Version B: Maximum conversion (benefit/proof focus)
- Version C: Maximum brand recall (distinctive/memorable focus)
## 5. A/B TEST HYPOTHESIS
Suggest the single highest-impact variable to test first, with predicted lift percentage.
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