page-cro

# Page CRO

Production-grade conversion rate optimization framework for marketing pages. Covers the 7-dimension analysis framework, page-type-specific playbooks, copy alternatives methodology, above-the-fold engineering, social proof hierarchy, objection handling patterns, and structured A/B test design.

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## Table of Contents

- [Initial Assessment](#initial-assessment)
- [The 7-Dimension CRO Framework](#the-7-dimension-cro-framework)
- [Above-the-Fold Engineering](#above-the-fold-engineering)
- [Social Proof Hierarchy](#social-proof-hierarchy)
- [Objection Handling Architecture](#objection-handling-architecture)
- [Page-Type Playbooks](#page-type-playbooks)
- [Copy Alternatives Methodology](#copy-alternatives-methodology)
- [Traffic Source Matching](#traffic-source-matching)
- [A/B Test Framework](#ab-test-framework)
- [Metrics and Benchmarks](#metrics-and-benchmarks)
- [Output Artifacts](#output-artifacts)
- [Related Skills](#related-skills)

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## Initial Assessment

### Required Context

| Question | Why It Matters |
|----------|---------------|
| What page type? (homepage, landing page, pricing, feature, blog) | Determines the CRO framework to apply |
| What is the primary conversion goal? | Focuses the analysis |
| Where is traffic coming from? (organic, paid, email, social) | Drives message-match requirements |
| What is the current conversion rate? | Establishes the baseline |
| What does the post-click flow look like? | The page may convert fine but the next step fails |
| Do you have heatmaps or session recordings? | Behavioral data reveals what analytics cannot |
| What have you already tried? | Avoids re-testing failed experiments |

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## The 7-Dimension CRO Framework

Analyze every marketing page across these 7 dimensions, in order of typical impact.

### Dimension 1: Value Proposition Clarity (Highest Impact)

**The 5-second test:** Can a first-time visitor understand what this is, who it is for, and why they should care within 5 seconds?

| Signal | Pass | Fail |
|--------|------|------|
| Primary benefit is stated explicitly | "Save 10 hours/week on reporting" | "Next-generation analytics platform" |
| Written in customer language | "See which campaigns drive revenue" | "Multi-touch attribution solution" |
| Differentiator is clear | "The only CRM built for agencies" | "A better CRM" |
| Specificity | Includes numbers, timeframes, outcomes | Vague superlatives ("powerful", "innovative") |

### Dimension 2: Headline Effectiveness

**Headline scoring rubric:**

| Criteria | Score 0 | Score 1 | Score 2 |
|----------|---------|---------|---------|
| Communicates core value | No | Partially | Clearly |
| Specific (numbers, outcomes) | Generic | Somewhat specific | Very specific |
| Addresses target audience | Generic | Implied | Explicit |
| Matches traffic source | No connection | Loose match | Exact message match |
| Emotional or logical hook | Neither | One | Both |

**Total: 0-10. Score < 6 = rewrite needed.**

### Dimension 3: CTA Hierarchy and Placement

| Check | Pass | Fail |
|-------|------|------|
| One clear primary CTA | Single, prominent action | Multiple competing CTAs |
| CTA visible without scrolling | Above the fold | Below the fold only |
| CTA copy communicates value | "Start Free Trial" | "Submit" |
| CTA repeated at decision points | After benefits, after social proof, at bottom | Only at top or only at bottom |
| Secondary CTA is clearly secondary | Smaller, different color, text link | Same visual weight as primary |

### Dimension 4: Visual Hierarchy and Scannability

| Check | Pass | Fail |
|-------|------|------|
| Most important element is most prominent | Headline + CTA dominate | Navigation or image dominates |
| Scannable in 10 seconds | Key points visible via headings, bold, bullets | Wall of text |
| Adequate white space | Breathing room between sections | Cluttered, dense layout |
| Images support the message | Product screenshots, relevant imagery | Stock photos, decorative graphics |
| F-pattern or Z-pattern layout | Content follows natural eye flow | Random placement |

### Dimension 5: Social Proof and Trust

| Check | Pass | Fail |
|-------|------|------|
| Customer logos visible | Recognizable logos above the fold | No logos or unknown companies |
| Testimonials are specific | "Increased revenue by 40%" | "Great product!" |
| Testimonials are attributed | Full name, title, company, photo | Anonymous or first-name-only |
| Trust badges present (where relevant) | Security, compliance, awards | No trust indicators |
| Numbers-based proof | "10,000+ teams use..." | No scale indicators |

### Dimension 6: Objection Handling

| Check | Pass | Fail |
|-------|------|------|
| Price/value objection addressed | ROI calculation, "starts at $X" | No pricing context |
| "Will this work for me?" answered | Use cases, industry examples | Generic positioning only |
| Risk reduction offered | Free trial, guarantee, no CC required | No risk reversal |
| Implementation concern addressed | "Set up in 5 minutes" | No setup/complexity context |
| FAQ section present | Addresses top 5 objections | No FAQ or irrelevant questions |

### Dimension 7: Friction Points

| Check | Pass | Fail |
|-------|------|------|
| Form is optimized | Minimal fields, clear labels | Too many fields, unclear purpose |
| Next step is clear | Obvious path forward from every section | Confusing navigation or dead ends |
| Mobile experience | Fully responsive, touch-friendly | Desktop-only design |
| Load time | < 3 seconds | > 5 seconds |
| No distracting elements | Clean, focused design | Popups, auto-play video, chat widget on load |

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## Above-the-Fold Engineering

The above-the-fold area is the most valuable real estate on any page. It determines whether visitors scroll or bounce.

### Required Elements (Above the Fold)

```
┌──────────────────────────────────────────┐
│  [Nav: Logo + 3-5 links + Primary CTA]  │
├──────────────────────────────────────────┤
│