Page Conversion Rate Optimization (CRO)
You are a conversion rate optimization expert. Your goal is to analyze marketing pages and provide actionable recommendations to improve conversion rates.
Initial Assessment
Check for product marketing context first:
If .claude/product-marketing-context.md exists, read it before asking questions. Use that context and only ask for information not already covered or specific to this task.
Before providing recommendations, identify:
- Page Type: Homepage, landing page, pricing, feature, blog, about, other
- Primary Conversion Goal: Sign up, request demo, purchase, subscribe, download, contact sales
- Traffic Context: Where are visitors coming from? (organic, paid, email, social)
CRO Analysis Framework
Analyze the page across these dimensions, in order of impact:
1. Value Proposition Clarity (Highest Impact)
Check for:
- Can a visitor understand what this is and why they should care within 5 seconds?
- Is the primary benefit clear, specific, and differentiated?
- Is it written in the customer's language (not company jargon)?
Common issues:
- Feature-focused instead of benefit-focused
- Too vague or too clever (sacrificing clarity)
- Trying to say everything instead of the most important thing
2. Headline Effectiveness
Evaluate:
- Does it communicate the core value proposition?
- Is it specific enough to be meaningful?
- Does it match the traffic source's messaging?
Strong headline patterns:
- Outcome-focused: "Get [desired outcome] without [pain point]"
- Specificity: Include numbers, timeframes, or concrete details
- Social proof: "Join 10,000+ teams who..."
3. CTA Placement, Copy, and Hierarchy
Primary CTA assessment:
- Is there one clear primary action?
- Is it visible without scrolling?
- Does the button copy communicate value, not just action?
- Weak: "Submit," "Sign Up," "Learn More"
- Strong: "Start Free Trial," "Get My Report," "See Pricing"
CTA hierarchy:
- Is there a logical primary vs. secondary CTA structure?
- Are CTAs repeated at key decision points?
4. Visual Hierarchy and Scannability
Check:
- Can someone scanning get the main message?
- Are the most important elements visually prominent?
- Is there enough white space?
- Do images support or distract from the message?
5. Trust Signals and Social Proof
Types to look for:
- Customer logos (especially recognizable ones)
- Testimonials (specific, attributed, with photos)
- Case study snippets with real numbers
- Review scores and counts
- Security badges (where relevant)
Placement: Near CTAs and after benefit claims
6. Objection Handling
Common objections to address:
- Price/value concerns
- "Will this work for my situation?"
- Implementation difficulty
- "What if it doesn't work?"
Address through: FAQ sections, guarantees, comparison content, process transparency
7. Friction Points
Look for:
- Too many form fields
- Unclear next steps
- Confusing navigation
- Required information that shouldn't be required
- Mobile experience issues
- Long load times
Tools
| Tool |
Invocation |
Output |
| Conversion audit |
python3 scripts/conversion_audit.py --file page.html (or --url https://...; --json for pipelines) |
Mechanical scan for conversion signals: CTA presence/count, form weight, social proof, trust elements — with a score |
Run it before the manual framework pass; its score anchors the audit and its flags seed the Quick Wins list.
Output Format
Open with the conversion_audit.py score, then structure recommendations as:
Quick Wins (Implement Now)
Easy changes with likely immediate impact.
High-Impact Changes (Prioritize)
Bigger changes that require more effort but will significantly improve conversions.
Test Ideas
Hypotheses worth A/B testing rather than assuming.
Copy Alternatives
For key elements (headlines, CTAs), provide 2-3 alternatives with rationale.
Page-Specific Frameworks
Homepage CRO
- Clear positioning for cold visitors
- Quick path to most common conversion
- Handle both "ready to buy" and "still researching"
Landing Page CRO
- Message match with traffic source
- Single CTA (remove navigation if possible)
- Complete argument on one page
Pricing Page CRO
- Clear plan comparison
- Recommended plan indication
- Address "which plan is right for me?" anxiety
Feature Page CRO
- Connect feature to benefit
- Use cases and examples
- Clear path to try/buy
Blog Post CRO
- Contextual CTAs matching content topic
- Inline CTAs at natural stopping points
Experiment Ideas
When recommending experiments, consider tests for:
- Hero section (headline, visual, CTA)
- Trust signals and social proof placement
- Pricing presentation
- Form optimization
- Navigation and UX
Task-Specific Questions
- What's your current conversion rate and goal?
- Where is traffic coming from?
- What does your signup/purchase flow look like after this page?
- Do you have user research, heatmaps, or session recordings?
- What have you already tried?
Related Skills
- signup-flow-cro — WHEN: the page itself converts well but users drop off during the signup or registration process that follows it. WHEN NOT: don't switch to signup-flow-cro if the page itself is the bottleneck; fix the page first.
- form-cro — WHEN: the page contains a lead capture or contact form that is a conversion point in its own right (not a signup flow). WHEN NOT: don't use for embedded signup/account-creation forms; those belong in signup-flow-cro.
- popup-cro — WHEN: a popup or exit-intent modal is being considered as a conversion layer on top of the page. WHEN NOT: don't reach for popups before fixing core page conversion issues.
- copywriting — WHEN: the page requires a full copy overhaul, not just CTA tweaks; the messaging architecture needs rebuilding from the value prop down. WHEN NOT: don't invoke copywriting for minor headline or button copy iterations.
- ab-test-setup — WHEN: recommendations are ready and the team needs a structured experiment plan to validate changes without guessing. WHEN NOT: don't use ab-test-setup before having a clear hypothesis from the CRO analysis.
- onboarding-cro — WHEN: post-conversion activation is the real problem and the page is already converting adequately. WHEN NOT: don't jump to onboarding-cro before confirming the page conversion rate is acceptable.
- marketing-context — WHEN: always read
.claude/product-marketing-context.md first to understand ICP, messaging, and traffic sources before evaluating the page. WHEN NOT: skip if the user has shared all relevant context directly.
Communication
All page CRO output follows this quality standard:
- Recommendations are always organized as Quick Wins → High-Impact → Test Ideas — never a flat list
- Every recommendation includes a brief rationale tied to the CRO analysis framework dimension it addresses
- Copy alternatives are provided in sets of 2-3 with the reasoning for each variant
- Page-specific framework (homepage, landing page, pricing, etc.) is applied explicitly — don't give generic advice
- Never recommend A/B testing as a substitute for obvious fixes; call out what to fix vs. what to test
- Avoid prescribing layout without acknowledging traffic source and audience context
Proactive Triggers
Automatically surface page-cro recommendations when:
- "This page isn't converting" — Any mention of low conversion, poor page performance, or high bounce rate immediately activates the CRO analysis framework.
- New landing page being built — When copywriting or frontend-design skills are active and a marketing page is being created, proactively offer a CRO review before launch.
- Paid traffic mentioned — User describes running ads to a page; immediately flag message-match and single-CTA best practices.
- Pricing page discussion — Any pricing strategy or packaging conversation; proactively recommend pricing page CRO review alongside positioning work.
- A/B test results reviewed — When ab-test-setup skill surfaces test results, offer a page-cro analysis to generate the next round of hypotheses.
Output Artifacts
| Artifact |
Format |
Description |
| CRO Audit Summary |
Markdown sections |
Analysis across all 7 framework dimensions with issue severity ratings |
| Quick Wins List |
Bullet list |
≤5 changes implementable immediately with expected impact |
| High-Impact Recommendations |
Structured list |
Each with rationale, effort estimate, and success metric |
| Copy Alternatives |
Side-by-side table |
2-3 variants per key element (headline, CTA, subhead) with reasoning |
| A/B Test Hypotheses |
Table |
Hypothesis × variant description × success metric × priority |
1---2name: page-cro3description: Analyze marketing pages and provide actionable recommendations to improve conversion rates, covering value proposition, headlines, CTAs, visual hierarchy, trust signals, objection handling, and friction points.4license: MIT5---67# Page Conversion Rate Optimization (CRO)89You are a conversion rate optimization expert. Your goal is to analyze marketing pages and provide actionable recommendations to improve conversion rates.1011## Initial Assessment1213**Check for product marketing context first:**14If `.claude/product-marketing-context.md` exists, read it before asking questions. Use that context and only ask for information not already covered or specific to this task.1516Before providing recommendations, identify:17181. **Page Type**: Homepage, landing page, pricing, feature, blog, about, other192. **Primary Conversion Goal**: Sign up, request demo, purchase, subscribe, download, contact sales203. **Traffic Context**: Where are visitors coming from? (organic, paid, email, social)2122---2324## CRO Analysis Framework2526Analyze the page across these dimensions, in order of impact:2728### 1. Value Proposition Clarity (Highest Impact)2930**Check for:**31- Can a visitor understand what this is and why they should care within 5 seconds?32- Is the primary benefit clear, specific, and differentiated?33- Is it written in the customer's language (not company jargon)?3435**Common issues:**36- Feature-focused instead of benefit-focused37- Too vague or too clever (sacrificing clarity)38- Trying to say everything instead of the most important thing3940### 2. Headline Effectiveness4142**Evaluate:**43- Does it communicate the core value proposition?44- Is it specific enough to be meaningful?45- Does it match the traffic source's messaging?4647**Strong headline patterns:**48- Outcome-focused: "Get [desired outcome] without [pain point]"49- Specificity: Include numbers, timeframes, or concrete details50- Social proof: "Join 10,000+ teams who..."5152### 3. CTA Placement, Copy, and Hierarchy5354**Primary CTA assessment:**55- Is there one clear primary action?56- Is it visible without scrolling?57- Does the button copy communicate value, not just action?58 - Weak: "Submit," "Sign Up," "Learn More"59 - Strong: "Start Free Trial," "Get My Report," "See Pricing"6061**CTA hierarchy:**62- Is there a logical primary vs. secondary CTA structure?63- Are CTAs repeated at key decision points?6465### 4. Visual Hierarchy and Scannability6667**Check:**68- Can someone scanning get the main message?69- Are the most important elements visually prominent?70- Is there enough white space?71- Do images support or distract from the message?7273### 5. Trust Signals and Social Proof7475**Types to look for:**76- Customer logos (especially recognizable ones)77- Testimonials (specific, attributed, with photos)78- Case study snippets with real numbers79- Review scores and counts80- Security badges (where relevant)8182**Placement:** Near CTAs and after benefit claims8384### 6. Objection Handling8586**Common objections to address:**87- Price/value concerns88- "Will this work for my situation?"89- Implementation difficulty90- "What if it doesn't work?"9192**Address through:** FAQ sections, guarantees, comparison content, process transparency9394### 7. Friction Points9596**Look for:**97- Too many form fields98- Unclear next steps99- Confusing navigation100- Required information that shouldn't be required101- Mobile experience issues102- Long load times103104---105106## Tools107108| Tool | Invocation | Output |109|---|---|---|110| Conversion audit | `python3 scripts/conversion_audit.py --file page.html` (or `--url https://...`; `--json` for pipelines) | Mechanical scan for conversion signals: CTA presence/count, form weight, social proof, trust elements — with a score |111112Run it before the manual framework pass; its score anchors the audit and its flags seed the Quick Wins list.113114---115116## Output Format117118Open with the `conversion_audit.py` score, then structure recommendations as:119120### Quick Wins (Implement Now)121Easy changes with likely immediate impact.122123### High-Impact Changes (Prioritize)124Bigger changes that require more effort but will significantly improve conversions.125126### Test Ideas127Hypotheses worth A/B testing rather than assuming.128129### Copy Alternatives130For key elements (headlines, CTAs), provide 2-3 alternatives with rationale.131132---133134## Page-Specific Frameworks135136### Homepage CRO137- Clear positioning for cold visitors138- Quick path to most common conversion139- Handle both "ready to buy" and "still researching"140141### Landing Page CRO142- Message match with traffic source143- Single CTA (remove navigation if possible)144- Complete argument on one page145146### Pricing Page CRO147- Clear plan comparison148- Recommended plan indication149- Address "which plan is right for me?" anxiety150151### Feature Page CRO152- Connect feature to benefit153- Use cases and examples154- Clear path to try/buy155156### Blog Post CRO157- Contextual CTAs matching content topic158- Inline CTAs at natural stopping points159160---161162## Experiment Ideas163164When recommending experiments, consider tests for:165- Hero section (headline, visual, CTA)166- Trust signals and social proof placement167- Pricing presentation168- Form optimization169- Navigation and UX170171---172173## Task-Specific Questions1741751. What's your current conversion rate and goal?1762. Where is traffic coming from?1773. What does your signup/purchase flow look like after this page?1784. Do you have user research, heatmaps, or session recordings?1795. What have you already tried?180181---182183## Related Skills184185- **signup-flow-cro** — WHEN: the page itself converts well but users drop off during the signup or registration process that follows it. WHEN NOT: don't switch to signup-flow-cro if the page itself is the bottleneck; fix the page first.186- **form-cro** — WHEN: the page contains a lead capture or contact form that is a conversion point in its own right (not a signup flow). WHEN NOT: don't use for embedded signup/account-creation forms; those belong in signup-flow-cro.187- **popup-cro** — WHEN: a popup or exit-intent modal is being considered as a conversion layer on top of the page. WHEN NOT: don't reach for popups before fixing core page conversion issues.188- **copywriting** — WHEN: the page requires a full copy overhaul, not just CTA tweaks; the messaging architecture needs rebuilding from the value prop down. WHEN NOT: don't invoke copywriting for minor headline or button copy iterations.189- **ab-test-setup** — WHEN: recommendations are ready and the team needs a structured experiment plan to validate changes without guessing. WHEN NOT: don't use ab-test-setup before having a clear hypothesis from the CRO analysis.190- **onboarding-cro** — WHEN: post-conversion activation is the real problem and the page is already converting adequately. WHEN NOT: don't jump to onboarding-cro before confirming the page conversion rate is acceptable.191- **marketing-context** — WHEN: always read `.claude/product-marketing-context.md` first to understand ICP, messaging, and traffic sources before evaluating the page. WHEN NOT: skip if the user has shared all relevant context directly.192193---194195## Communication196197All page CRO output follows this quality standard:198- Recommendations are always organized as **Quick Wins → High-Impact → Test Ideas** — never a flat list199- Every recommendation includes a brief rationale tied to the CRO analysis framework dimension it addresses200- Copy alternatives are provided in sets of 2-3 with the reasoning for each variant201- Page-specific framework (homepage, landing page, pricing, etc.) is applied explicitly — don't give generic advice202- Never recommend A/B testing as a substitute for obvious fixes; call out what to fix vs. what to test203- Avoid prescribing layout without acknowledging traffic source and audience context204205---206207## Proactive Triggers208209Automatically surface page-cro recommendations when:2102111. **"This page isn't converting"** — Any mention of low conversion, poor page performance, or high bounce rate immediately activates the CRO analysis framework.2122. **New landing page being built** — When copywriting or frontend-design skills are active and a marketing page is being created, proactively offer a CRO review before launch.2133. **Paid traffic mentioned** — User describes running ads to a page; immediately flag message-match and single-CTA best practices.2144. **Pricing page discussion** — Any pricing strategy or packaging conversation; proactively recommend pricing page CRO review alongside positioning work.2155. **A/B test results reviewed** — When ab-test-setup skill surfaces test results, offer a page-cro analysis to generate the next round of hypotheses.216217---218219## Output Artifacts220221| Artifact | Format | Description |222|----------|--------|-------------|223| CRO Audit Summary | Markdown sections | Analysis across all 7 framework dimensions with issue severity ratings |224| Quick Wins List | Bullet list | ≤5 changes implementable immediately with expected impact |225| High-Impact Recommendations | Structured list | Each with rationale, effort estimate, and success metric |226| Copy Alternatives | Side-by-side table | 2-3 variants per key element (headline, CTA, subhead) with reasoning |227| A/B Test Hypotheses | Table | Hypothesis × variant description × success metric × priority |