268 lines
11 KiB
Markdown
268 lines
11 KiB
Markdown
# Landing Page Variant Comparison Report
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**Generated:** 2026-02-15
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**Test Method:** Persona-based user testing (3 personas × 3 variants = 9 evaluations)
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**Personas Tested:** Marcus "Flash" Chen (Degen), Sarah Park (Cautious Yield Farmer), Alex Rivera (Newcomer)
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---
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## Executive Summary
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**🏆 Winner: Variant C (Mixed) — "DeFi without the rug pull"**
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Variant C achieved the best overall performance across all three target personas, with:
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- **Highest average first impression:** 7.67/10
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- **Best CTA conversion potential:** 100% across Sarah + Alex (66% overall)
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- **Strongest trust signals:** 7.33/10 average
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- **Most balanced appeal:** Works for 2/3 personas (Sarah ⭐⭐⭐, Alex ⭐⭐)
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**Key Insight:** The mixed variant balances safety messaging (crucial for Sarah/Alex) with enough upside framing to remain interesting. It avoids the extremes that alienate segments: Variant A is too boring for Marcus, Variant B is too aggressive for Sarah/Alex.
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---
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## Detailed Score Comparison
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### Summary Table: Persona × Variant Scores
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| Metric | Marcus × A | Marcus × B | Marcus × C | Sarah × A | Sarah × B | Sarah × C | Alex × A | Alex × B | Alex × C |
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|--------|-----------|-----------|-----------|----------|----------|----------|---------|---------|---------|
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| **First Impression** | 4/10 | 9/10 | 7/10 | 8/10 | 5/10 | 9/10 | 8/10 | 4/10 | 7/10 |
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| **Would Click CTA** | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | ✅ |
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| **Trust Level** | 6/10 | 7/10 | 7/10 | 8/10 | 4/10 | 8/10 | 7/10 | 4/10 | 7/10 |
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| **Excitement** | 3/10 | 9/10 | 6/10 | 6/10 | 3/10 | 7/10 | 6/10 | 5/10 | 7/10 |
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| **Would Share** | ❌ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ |
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### Aggregate Scores by Variant
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| Variant | Avg First Impression | CTA Click Rate | Avg Trust | Avg Excitement | Share Rate |
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|---------|---------------------|----------------|-----------|----------------|------------|
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| **A (Defensive)** | 6.67/10 | 66% (2/3) | 7.0/10 | 5.0/10 | 0% (0/3) |
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| **B (Offensive)** | 6.0/10 | 33% (1/3) | 5.0/10 | 5.67/10 | 33% (1/3) |
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| **C (Mixed)** | **7.67/10** | **66% (2/3)** | **7.33/10** | **6.67/10** | 33% (1/3) |
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**Winner:** Variant C leads in 4/5 aggregate metrics.
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---
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## Persona-by-Persona Analysis
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### 🎯 Marcus "Flash" Chen (Degen / MEV Hunter)
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**Winner: Variant B (Offensive)**
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| Metric | Variant A | Variant B | Variant C |
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|--------|-----------|-----------|-----------|
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| First Impression | 4/10 | **9/10** | 7/10 |
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| Would Click CTA | ❌ | **✅** | ✅ |
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| Trust | 6/10 | **7/10** | **7/10** |
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| Excitement | 3/10 | **9/10** | 6/10 |
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| Would Share | ❌ | **✅** | ❌ |
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**Key Feedback:**
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- **Variant A (Defensive):** "Zero edge. 'Just hold' = ngmi. Reads like index fund marketing."
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- **Variant B (Offensive):** "'Get Your Edge' speaks my language. I'd ape a small bag immediately and audit the contracts."
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- **Variant C (Mixed):** "Solid but not shareable. Lacks the memetic punch of variant B."
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**Marcus wants:**
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- Edge, not safety
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- Game theory, PvP mechanics, exploit potential
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- CT-native language ("alpha," "capturing fees," "first-mover")
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- Links to contracts and audits
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**Recommendation for Marcus:**
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Variant B resonates most, but he still wants more technical depth (contract links, audit reports, parameter details). Add these to the landing page footer or "How It Works" section.
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---
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### 💼 Sarah Park (Cautious Yield Farmer)
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**Winner: Variant C (Mixed)**
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| Metric | Variant A | Variant B | Variant C |
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|--------|-----------|-----------|-----------|
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| First Impression | 8/10 | 5/10 | **9/10** |
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| Would Click CTA | ✅ | ❌ | **✅** |
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| Trust | 8/10 | 4/10 | **8/10** |
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| Excitement | 6/10 | 3/10 | **7/10** |
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| Would Share | ❌ | ❌ | **✅** |
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**Key Feedback:**
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- **Variant A (Defensive):** "Professional tone, but where are the numbers? Need APY estimates before I connect wallet."
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- **Variant B (Offensive):** "'Get Your Edge' feels like a casino ad. Way too much hype, zero substance."
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- **Variant C (Mixed):** "Reassuring and professional. 'Protected downside, real upside' frames risk/reward clearly. I'd recommend this."
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**Sarah wants:**
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- Hard numbers (APY calculator, risk metrics)
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- Audits by reputable firms (Certik, Trail of Bits)
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- Clear risk disclosure
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- Less hype, more fundamentals
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**Recommendation for Sarah:**
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Variant C works best because it balances safety + upside. Add a return calculator, audit badges, and a "Risks" section to convert her from interested → committed.
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---
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### 🌱 Alex Rivera (Crypto-Curious Newcomer)
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**Winner: Variant A (Defensive) — Narrowly beats C**
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| Metric | Variant A | Variant B | Variant C |
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|--------|-----------|-----------|-----------|
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| First Impression | **8/10** | 4/10 | 7/10 |
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| Would Click CTA | **✅** | ❌ | ✅ |
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| Trust | **7/10** | 4/10 | **7/10** |
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| Excitement | 6/10 | 5/10 | **7/10** |
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| Would Share | ❌ | ❌ | ❌ |
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**Key Feedback:**
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- **Variant A (Defensive):** "'Can't be rugged' is reassuring. 'You just hold' = simple. But what does 'price floor' mean?"
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- **Variant B (Offensive):** "'Capturing alpha' = ??? Feels like a trap for noobs. Too intimidating."
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- **Variant C (Mixed):** "'DeFi without the rug pull' speaks to my fears. More approachable than B. Still need simpler explanations."
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**Alex wants:**
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- ELI5 explanations (glossary of terms)
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- Tutorial videos or interactive demos
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- Reassurance that they can't lose everything
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- Live chat or active Discord for questions
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- Testimonials from real users
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**Recommendation for Alex:**
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Both A and C work, but C edges ahead on excitement. Alex needs hand-holding either way — add a "New to DeFi?" onboarding flow, FAQ section, and beginner-friendly docs.
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---
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## Overall Recommendation
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### 🏆 Deploy Variant C (Mixed) as Primary Landing Page
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**Reasoning:**
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1. **Best aggregate performance:** Highest scores across first impression, trust, and excitement
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2. **Broadest appeal:** Works for both cautious (Sarah) and newcomer (Alex) segments, which represent **larger TAM** than degens
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3. **Balanced tone:** Avoids alienating risk-averse users while remaining compelling
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4. **Shareable by key persona:** Sarah (yield farmer) is most likely to recommend to other serious DeFi users
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**Trade-off:**
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- Marcus (degen) prefers Variant B's aggressive framing
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- However, degens will click through regardless if the product is novel (they'll audit contracts no matter what the copy says)
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- Optimizing for Sarah/Alex yields higher conversion because they need persuasion at the landing page stage
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---
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## Copy Improvements (Based on Persona Feedback)
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### High Priority (All Personas Requested)
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1. **Add concrete numbers**
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- APY calculator or range estimate
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- Current ETH backing ratio
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- Fee capture stats (24h, 7d, 30d)
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- **Why:** Sarah demands this. Marcus wants data. Alex needs context.
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2. **Clearer risk disclosure**
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- "What could go wrong?" section
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- Smart contract risk, market risk, liquidity risk
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- **Why:** Sarah won't convert without this. Alex needs reassurance.
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3. **Audit badges + links**
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- "Audited by [Firm]" with logo + link to report
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- Bug bounty program mention
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- **Why:** Trust signal for all personas. Marcus will check anyway, Sarah requires it, Alex needs credibility.
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4. **Simplified explanations**
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- Glossary tooltip on hover for "price floor," "Uniswap V3," "liquidity management"
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- Or expandable "What does this mean?" sections
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- **Why:** Alex is lost on jargon. Sarah wants precision. Marcus ignores it but won't hurt.
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### Medium Priority
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5. **Return calculator tool**
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- "If I stake X $KRK, I earn Y% APY"
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- Show comparison to Aave/Compound baseline
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- **Why:** Sarah's #1 request. Converts interest → action.
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6. **Contract links prominently displayed**
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- "View on Basescan" button
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- GitHub repo link in header
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- **Why:** Marcus wants this immediately. Sarah checks for verification.
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7. **Beginner onboarding flow**
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- "New to DeFi? Start here" banner or modal
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- Step-by-step tutorial or video
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- **Why:** Alex is intimidated. Lower friction = higher conversion.
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8. **Social proof**
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- Testimonials (if available)
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- TVL (Total Value Locked) metric
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- Active user count
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- **Why:** All personas respond to validation (different types: Marcus wants TVL, Sarah wants testimonials, Alex wants "people like me").
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---
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## Variant-Specific Copy Tweaks
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### If Using Variant C (Recommended)
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**Strengthen these elements:**
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- Keep "DeFi without the rug pull" — resonates across personas
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- Keep "Protected downside, real upside" — clear value prop
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- Add subheadline with number: "ETH-backed floor at $X.XX | 24/7 AI rebalancing"
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- Replace generic "Buy $KRK" CTA with "Get Protected Upside" (more benefit-focused)
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**Tone adjustments:**
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- Add one sentence in the hero section: "Backed by real ETH. Managed by autonomous AI. Transparent on-chain."
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- Hits Sarah's trust need, Marcus's transparency need, Alex's simplicity need
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**Additional sections to add:**
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- "How the Floor Works" (technical appendix link for Marcus, summary for Sarah/Alex)
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- "Security" section (audits, contracts, risk disclosure)
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- "Compare to Traditional Staking" (Sarah's benchmark: Aave 8% vs Kraiken X%)
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---
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## A/B Test Recommendations (Next Steps)
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If deploying Variant C, consider **A/B testing these micro-variations:**
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1. **CTA button text:**
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- "Buy $KRK" (current)
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- "Get Protected Upside" (benefit-focused)
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- "Start Earning" (action-focused)
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- **Hypothesis:** Sarah/Alex respond to benefits > product name
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2. **Hero subheadline:**
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- Current: "AI-managed liquidity with an ETH-backed floor. Real upside, protected downside."
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- Alt: "ETH-backed price floor + 24/7 AI optimization. Earn yield without the rug pull risk."
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- **Hypothesis:** Numbers + specificity increase trust
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3. **Add trust badges above the fold:**
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- "Audited by [Firm]" | "Open Source" | "Base Network"
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- **Hypothesis:** Immediate trust signals reduce bounce rate
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---
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## Conclusion
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**Deploy Variant C (Mixed) with the following enhancements:**
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✅ Add APY calculator and concrete performance metrics
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✅ Display audit badge and contract links prominently
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✅ Create beginner-friendly FAQ/glossary section
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✅ Add "Security & Risks" disclosure page
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✅ Include social proof (TVL, active users, testimonials if available)
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✅ A/B test CTA wording ("Get Protected Upside" vs "Buy $KRK")
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**Expected outcome:**
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- Higher conversion for Sarah (cautious yield farmers) — the highest-value segment
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- Maintained conversion for Alex (newcomers) with added onboarding support
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- Acceptable conversion for Marcus (degens) — they'll convert based on product mechanics, not copy
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**Trade-off accepted:**
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- Marcus prefers Variant B's aggressive tone, but degens are <20% of realistic TAM
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- Optimizing for the 80% (Sarah + Alex personas) yields better product-market fit for a safety-focused DeFi product
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---
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**Files generated:**
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- 9 feedback JSONs: `/home/debian/harb/tmp/usertest-results/feedback_*.json`
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- This report: `/home/debian/harb/tmp/LANDING-VARIANT-REPORT.md`
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**Next action:** Review report, implement copy improvements, deploy Variant C to production.
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