Content Optimization

Skill: Content Optimization (Cross-Cutting)

Purpose

This skill is used to optimize content and increase CTA (Call-to-Action) conversion for the product/module being developed. Focus on conversion optimization and user engagement.

When to Use

• When creating landing pages
• When designing CTA buttons
• When writing marketing content
• When optimizing email campaigns
• When needing to increase conversion rates

Step-by-Step Process

Step 1: Analyze Goals

• Identify conversion goal (signup, purchase, download, etc.)
• Identify target audience
• Identify value proposition
• Research competitors

Step 2: Create Content Variants

• Use template: templates/cta-template.md
• Use template: templates/landing-page-template.md
• Create multiple variants for A/B testing
• Run script: scripts/generate-ab-test-variants.sh

Step 3: Optimize CTA Placement

• Above the fold for primary CTA
• Multiple CTAs for long pages
• Exit-intent CTAs
• Follow good examples in examples/high-conversion-cta/

Step 4: Test & Measure

• Setup A/B testing
• Run script: scripts/analyze-cta-performance.py
• Measure conversion rates
• Track user behavior

Step 5: Iterate

• Analyze results
• Optimize based on data
• Test new variants
• Continuously improve

Required Input

• Conversion goal: Signup, purchase, download, etc.
• Target audience: Demographics, interests, pain points
• Value proposition: Unique selling points
• Current conversion rate: Baseline for comparison
• Content type: Landing page, email, banner, etc.

Expected Output

• Optimized content with clear CTAs
• Multiple variants for A/B testing
• Performance metrics and analysis
• Recommendations for improvement

Tone & Rules

Content Principles

• Clear value: Clear value proposition
• Urgency: Create sense of urgency (if appropriate)
• Benefit-focused: Focus on benefits, not just features
• Action-oriented: Language that stimulates action

CTA Best Practices

• Action verbs: "Get Started", "Download Now", "Try Free"
• Clear and specific
• Visually prominent
• Above the fold
• Mobile-friendly

Limitations

• ❌ DO NOT use misleading claims
• ❌ DO NOT create too many CTAs (confusion)
• ❌ DO NOT ignore mobile experience
• ❌ DO NOT skip loading speed
• ❌ DO NOT test without measuring

Available Templates

• templates/cta-template.md - CTA template
• templates/landing-page-template.md - Landing page template
• templates/email-campaign-template.md - Email marketing template

Available Scripts

• scripts/analyze-cta-performance.py - Analyze CTA performance
• scripts/generate-ab-test-variants.sh - Generate variants for A/B testing

Examples

See examples/ directory for reference:

• high-conversion-cta/ - Effective CTA (high conversion)
• low-conversion-cta/ - CTA that needs improvement (low conversion)

Links to Other Skills

• ui-ux: Use to style CTAs and optimize visual hierarchy
• documents: Use to document conversion strategies