# Wexelerate Pitch Citations Audit
*Every number verified for sourcing rigor*

## Numbers Found on Pitch Page

### ✅ PROPERLY SOURCED

| Number | Usage | Source & Citation | 
|--------|-------|------------------|
| $444B | "Global agency market" | (IBISWorld, 2025) |

### ⚠️ PARTIALLY SOURCED (Research-Based Estimates)

| Number | Usage | Source & Citation | Notes |
|--------|-------|------------------|--------|
| 15% | "15% of traditional agency cost" | (CE Analysis, 2026) | Based on cost structure analysis in research |
| €10K | "Agency retainers start at €10K monthly" | (Clutch, 2024) | Converted from $10,000+/month figure |
| 85% | "85% cost reduction" | (CE Analysis, 2026) | Derived from 15-25% cost = 75-85% reduction |
| $8-12B | "Startup segment largely underserved" | (CE Estimate, 2026) | Research estimate, no direct source cited |
| 20% | "20% of startup creative moved to AI providers" | (CE Estimate, 2026) | Based on "15-20%" migration range in research |

### 🚨 FLAGGED - NO VERIFIABLE SOURCE

| Number | Usage | Issue | Suggested Fix |
|--------|-------|--------|---------------|
| €2,250 | "€2,250 monthly delivers €15K agency output" | **FLAGGED** - CE's own pricing, not market data | State as "CE pricing model" or remove comparison |
| €15K | "€15K agency output" | **FLAGGED** - No source for this specific output value | Replace with sourced agency cost range |
| 70% | "70% Agency work now automatable" | **FLAGGED** - Research shows ranges (60-80%) but not this exact figure | Use "60-80%" (Allied Market Research, 2024) |
| $1.5B | "eToro $1.5B fintech engagement" | **FLAGGED** - Not found in research, appears to be eToro's valuation | Verify eToro's actual market cap or remove |
| 100M+ | "Products reaching 100M+ users" | **FLAGGED** - Personal claim, not independently verified | Add "Reported" or verify with specific product examples |

## Recommended Inline Citations

### For Use on Pitch Page

**Replace current text with:**

- "$444B Global agency market (IBISWorld, 2025)"
- "Agency retainers start at €10K monthly (Clutch, 2024)"  
- "85% cost reduction based on industry analysis (CE, 2026)"
- "60-80% of agency work now automatable (Allied Market Research, 2024)"
- "15-20% of startup creative moved to AI providers (CE Estimate, 2026)"

### Numbers Requiring Immediate Attention

1. **€2,250 and €15K comparison** - Reframe as CE's value proposition without unsourced benchmarks
2. **70% automation claim** - Replace with sourced 60-80% range
3. **eToro $1.5B** - Verify or remove
4. **Dan's 100M+ users** - Add verification or context

## Source Quality Assessment

### Strong Sources ✅
- **IBISWorld**: Industry-standard market research firm
- **Clutch**: Recognized agency pricing authority  
- **Allied Market Research**: Established research provider

### Estimates/Analysis ⚠️
- **CE Analysis (2026)**: Based on research synthesis but not independent verification
- **CE Estimate (2026)**: Internal projections, clearly marked as estimates

### Missing Sources 🚨  
- eToro financial data
- Specific CE pricing benchmarks
- Dan's product reach claims

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**RECOMMENDATION**: Assaf should verify the 5 flagged numbers before pitch. All other numbers can be used with proper citations as suggested above.