
Page Cro
- 30 installs
- 578 repo stars
- Updated July 15, 2026
- aitytech/agentkits-marketing
Page CRO is a Claude skill that analyzes marketing pages and recommends prioritized changes to improve conversion rates.
About
This skill analyzes marketing pages and recommends changes to improve conversion rates. It works through a seven-dimension framework covering value proposition, headline, CTA, visual hierarchy, trust signals, objection handling, and friction, then outputs quick wins, high-impact changes, and test ideas. A developer uses it when a homepage, landing page, or pricing page is not converting.
- 7-dimension CRO analysis framework ordered by impact
- Value-proposition, headline, CTA, trust-signal, and objection-handling checks
- Page-specific frameworks (homepage, landing, pricing) with quick wins and test ideas
Page Cro by the numbers
- 30 all-time installs (skills.sh)
- Ranked #1,412 of 1,879 Marketing & SEO skills by installs in the Skillselion catalog
- Data as of Aug 5, 2026 (Skillselion catalog sync)
page-cro capabilities & compatibility
- Capabilities
- form cro · onboarding cro · marketing psychology
- Use cases
- marketing · web design · ui design
- Pricing
- Free
What page-cro says it does
You are a conversion rate optimization expert.
Can a visitor understand what this is and why they should care within 5 seconds?
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| Installs | 30 |
|---|---|
| repo stars | ★ 578 |
| Last updated | July 15, 2026 |
| Repository | aitytech/agentkits-marketing ↗ |
What it does
Analyze a marketing page and recommend prioritized changes to lift conversion rate.
Who is it for?
Diagnosing why a homepage, landing, or pricing page is not converting and prioritizing fixes.
Skip if: Signup flows (signup-flow-cro), post-signup activation (onboarding-cro), non-signup forms (form-cro), and popups (popup-cro).
When should I use this skill?
Optimizing conversions on a marketing page such as homepage, landing, pricing, feature, or blog post.
What you get
A prioritized set of quick wins, high-impact changes, and A/B test ideas to raise conversion rate.
- page CRO analysis
- quick wins list
- high-impact change list
By the numbers
- 7-dimension CRO framework
- 5-second value-prop comprehension test
- 2-3 copy alternatives per key element
Files
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
Before providing recommendations, identify:
1. Page Type: What kind of page is this?
- Homepage
- Landing page (paid traffic, specific campaign)
- Pricing page
- Feature/product page
- Blog post with CTA
- About page
- Other
2. Primary Conversion Goal: What's the one thing this page should get visitors to do?
- Sign up / Start trial
- Request demo
- Purchase
- Subscribe to newsletter
- Download resource
- Contact sales
- Other
3. Traffic Context: If known, where are visitors coming from?
- Organic search (what intent?)
- Paid ads (what messaging?)
- Social media
- Referral
- Direct
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?
- Does it address a real pain point or desire?
- Is it written in the customer's language (not company jargon)?
Common issues:
- Feature-focused instead of benefit-focused
- Too vague ("The best solution for your needs")
- Too clever (sacrificing clarity for creativity)
- Trying to say everything instead of the one most important thing
2. Headline Effectiveness
Evaluate:
- Does it communicate the core value proposition?
- Is it specific enough to be meaningful?
- Does it create curiosity or urgency without being clickbait?
- Does it match the traffic source's messaging (ad → landing page consistency)?
Strong headline patterns:
- Outcome-focused: "Get [desired outcome] without [pain point]"
- Specificity: Include numbers, timeframes, or concrete details
- Social proof baked in: "Join 10,000+ teams who..."
- Direct address of pain: "Tired of [specific problem]?"
3. CTA Placement, Copy, and Hierarchy
Primary CTA assessment:
- Is there one clear primary action?
- Is it visible without scrolling (above the fold)?
- Does the button copy communicate value, not just action?
- Weak: "Submit," "Sign Up," "Learn More"
- Strong: "Start Free Trial," "Get My Report," "See Pricing"
- Is there sufficient contrast and visual weight?
CTA hierarchy:
- Is there a logical primary vs. secondary CTA structure?
- Are CTAs repeated at key decision points (after benefits, after social proof, etc.)?
- Is the commitment level appropriate for the page stage?
4. Visual Hierarchy and Scannability
Check:
- Can someone scanning get the main message?
- Are the most important elements visually prominent?
- Is there clear information hierarchy (H1 → H2 → body)?
- Is there enough white space to let elements breathe?
- Do images support or distract from the message?
Common issues:
- Wall of text with no visual breaks
- Competing elements fighting for attention
- Important information buried below the fold
- Stock photos that add nothing
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)
- "As seen in" media mentions
- Team/founder credibility
Placement:
- Near CTAs (to reduce friction at decision point)
- After benefit claims (to validate them)
- Throughout the page at natural break points
6. Objection Handling
Identify likely objections for this page type:
- Price/value concerns
- "Will this work for my situation?"
- Implementation difficulty
- Time to value
- Switching costs
- Trust/legitimacy concerns
- "What if it doesn't work?"
Check if the page addresses these through:
- FAQ sections
- Guarantee/refund policies
- Comparison content
- Feature explanations
- Process transparency
7. Friction Points
Look for unnecessary friction:
- Too many form fields
- Unclear next steps
- Confusing navigation
- Required information that shouldn't be required
- Broken or slow elements
- Mobile experience issues
- Long load times
Output Format
Structure your recommendations as:
Quick Wins (Implement Now)
Changes that are easy to make and likely to have 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, value props), provide 2-3 alternative versions with rationale.
---
Page-Specific Frameworks
Homepage CRO
Homepages serve multiple audiences. Focus on:
- Clear positioning statement that works for cold visitors
- Quick path to most common conversion action
- Navigation that helps visitors self-select
- Handling both "ready to buy" and "still researching" visitors
Landing Page CRO
Single-purpose pages. Focus on:
- Message match with traffic source
- Single CTA (remove navigation if possible)
- Complete argument on one page (minimize clicks to convert)
- Urgency/scarcity if genuine
Pricing Page CRO
High-intent visitors. Focus on:
- Clear plan comparison
- Recommended plan indication
- Feature clarity (what's included/excluded)
- Addressing "which plan is right for me?" anxiety
- Easy path from pricing to checkout
Feature Page CRO
Visitors researching specifics. Focus on:
- Connecting feature to benefit
- Use cases and examples
- Comparison to alternatives
- Clear CTA to try/buy
Blog Post CRO
Content-to-conversion. Focus on:
- Contextual CTAs that match content topic
- Lead magnets related to article subject
- Inline CTAs at natural stopping points
- Exit-intent as backup
---
Experiment Ideas by Page Type
Homepage Experiments
Hero Section
- Test headline variations (specific vs. abstract, benefit vs. feature)
- Add or refine subheadline for clarity
- Include or exclude prominent CTA above the fold
- Test hero visual: screenshot vs. GIF vs. illustration vs. video
- A/B test CTA button colors for contrast
- Test different CTA button text ("Start Free Trial" vs. "Get Started" vs. "See Demo")
- Add interactive demo to engage visitors immediately
Trust & Social Proof
- Test placement of customer logos (hero vs. below fold)
- Showcase case studies or testimonials in hero section
- Add trust badges (security, compliance, awards)
- Test customer count or social proof in headline
Features & Content
- Highlight key features with icons and brief descriptions
- Test feature section order and prominence
- Add or remove secondary CTAs throughout page
Navigation & UX
- Add sticky navigation bar with persistent CTA
- Test navigation menu order (high-priority items at edges)
- Add prominent CTA button in nav bar
- Live chat widget vs. AI chatbot for instant support
- Optimize footer for clarity and secondary conversions
---
Pricing Page Experiments
Price Presentation
- Highlight annual billing discounts vs. show monthly only vs. show both
- Test different pricing points ($99 vs. $100 vs. $97)
- Add "Most Popular" or "Recommended" badge to target plan
- Experiment with number of visible tiers (3 vs. 4 vs. 2)
- Use price anchoring strategically
Pricing UX
- Add pricing calculator for complex/usage-based pricing
- Turn complex pricing table into guided multistep form
- Test feature comparison table formats
- Add toggle for monthly/annual with savings highlighted
- Test "Contact Sales" vs. showing enterprise pricing
Objection Handling
- Add FAQ section addressing common pricing objections
- Include ROI calculator or value demonstration
- Add money-back guarantee prominently
- Show price-per-user breakdowns for team plans
- Include "What's included" clarity for each tier
Trust Signals
- Add testimonials specific to pricing/value
- Show customer logos near pricing
- Display review scores from G2/Capterra
---
Demo Request Page Experiments
Form Optimization
- Simplify demo request form (fewer fields)
- Test multi-step form with progress bar vs. single-step
- Test form placement: above fold vs. after content
- Add or remove phone number field
- Use field enrichment to hide known fields
Page Content
- Optimize demo page content with benefits above form
- Add product video or GIF showing demo experience
- Include "What You'll Learn" section
- Add customer testimonials near form
- Address common objections in FAQ
CTA & Routing
- Test demo button CTAs ("Book Your Demo" vs. "Schedule 15-Min Call")
- Offer on-demand demo alongside live option
- Personalize demo page messaging based on visitor data
- Remove navigation to reduce distractions
- Optimize routing: calendar link for qualified, self-serve for others
---
Resource/Blog Page Experiments
Content CTAs
- Add floating or sticky CTAs on blog posts
- Test inline CTAs within content vs. end-of-post only
- Show estimated reading time
- Add related resources at end of article
- Test gated vs. free content strategies
Resource Section
- Optimize resource section navigation and filtering
- Add search functionality
- Highlight featured or popular resources
- Test grid vs. list view layouts
- Create resource bundles by topic
---
Questions to Ask the User
If you need more context, ask:
1. What's your current conversion rate and goal? 2. Where is traffic coming from? 3. What does your signup/purchase flow look like after this page? 4. Do you have any user research, heatmaps, or session recordings? 5. What have you already tried?
---
Related Skills
- signup-flow-cro: If the issue is in the signup process itself, not the page leading to it
- form-cro: If forms on the page need optimization
- popup-cro: If considering popups as part of the conversion strategy
- copywriting: If the page needs a complete copy rewrite rather than CRO tweaks
- ab-test-setup: To properly test recommended changes
Page CRO Comprehensive Checklist
Based on 2026 best practices from Unbounce, VWO, and OptiMonk.
---
Benchmarks
| Page Type | Poor | Average | Good | Excellent |
|---|---|---|---|---|
| Landing Page (Paid) | <2% | 2-5% | 5-10% | >10% |
| Homepage | <1% | 1-3% | 3-5% | >5% |
| Pricing Page | <2% | 2-4% | 4-7% | >7% |
| Feature Page | <1% | 1-2% | 2-4% | >4% |
| Blog Post CTA | <0.5% | 0.5-1% | 1-2% | >2% |
Industry Average: 3.1% (cross-industry) Top 25% Landing Pages: 5.31%+ Top 10% Landing Pages: 11.45%+
---
Above-the-Fold Checklist
Headline
- [ ] Clear value proposition in <7 words
- [ ] Addresses primary pain point or desire
- [ ] Matches ad/email copy (message match)
- [ ] Uses customer language (Voice of Customer)
- [ ] No jargon or buzzwords
Subheadline
- [ ] Expands on headline benefit
- [ ] Adds specificity (numbers, timeframes)
- [ ] 1-2 sentences maximum
- [ ] Addresses "how" or "what"
Hero Visual
- [ ] Shows product in use OR outcome achieved
- [ ] Human faces increase trust (when relevant)
- [ ] Points attention toward CTA
- [ ] Optimized for mobile (not cropped awkwardly)
- [ ] <100KB file size for speed
Primary CTA
- [ ] Visible without scrolling (above fold)
- [ ] Action-oriented verb ("Get", "Start", "Try")
- [ ] Benefit-focused ("Get My Free Report" > "Submit")
- [ ] Contrasting color from page
- [ ] Large enough to tap on mobile (44x44px minimum)
- [ ] Single primary CTA (not multiple competing)
---
Trust & Credibility Checklist
Social Proof
- [ ] Customer logos (B2B) or user count (B2C)
- [ ] Testimonials with real names and photos
- [ ] Case study results with specific numbers
- [ ] Star ratings/review scores
- [ ] Industry awards or certifications
- [ ] Media mentions ("As seen in...")
Trust Signals
- [ ] Security badges (SSL, payment security)
- [ ] Money-back guarantee
- [ ] Privacy policy link
- [ ] Contact information visible
- [ ] Company information (not anonymous)
Proof Placement
- [ ] Near form/CTA for reassurance
- [ ] Testimonial addresses main objection
- [ ] Results match target audience's goals
---
Content Hierarchy Checklist
Copy Principles
- [ ] Benefits before features
- [ ] Scannable (bullets, headers, bold)
- [ ] Short paragraphs (2-3 sentences max)
- [ ] Reading level appropriate for audience
- [ ] Removes unnecessary words
Feature Presentation
- [ ] Features tied to benefits ("X so you can Y")
- [ ] Grouped logically (3-5 max per section)
- [ ] Visual icons for quick scanning
- [ ] Comparison to alternatives (when relevant)
Objection Handling
- [ ] FAQ addresses top 3-5 objections
- [ ] Pricing concerns addressed
- [ ] Implementation/setup concerns addressed
- [ ] "What if it doesn't work" addressed
- [ ] Competitor comparison (when appropriate)
---
Technical Performance Checklist
Page Speed (Critical)
- [ ] <3 second load time on 3G
- [ ] Largest Contentful Paint <2.5s
- [ ] First Input Delay <100ms
- [ ] Cumulative Layout Shift <0.1
- [ ] Images compressed and lazy-loaded
- [ ] Minimal third-party scripts
Mobile Optimization
- [ ] Responsive design (not just scaled)
- [ ] Touch-friendly buttons (44x44px)
- [ ] Form fields don't require zooming
- [ ] No horizontal scrolling
- [ ] Click-to-call for phone numbers
- [ ] Simplified navigation
Accessibility
- [ ] Alt text on images
- [ ] Sufficient color contrast
- [ ] Keyboard navigable
- [ ] Screen reader compatible
- [ ] Focus states visible
---
Form Optimization (On-Page)
Field Reduction
- [ ] Only ask what's necessary for goal
- [ ] Progressive profiling for returning users
- [ ] Single-column layout
- [ ] Inline validation (not just on submit)
- [ ] Clear error messages
Field Best Practices
- [ ] Labels above fields (not placeholder only)
- [ ] Optional fields marked (not required)
- [ ] Input type matches data (tel, email)
- [ ] Autofill enabled
- [ ] Smart defaults where applicable
---
CTA Best Practices
Button Text Formulas
| Goal | Formula | Example |
|---|---|---|
| Lead Gen | Get + [Benefit] | "Get My Free Guide" |
| Trial | Start + [Timeframe] | "Start 14-Day Trial" |
| Demo | Book + [Type] | "Book a Demo" |
| Purchase | [Action] + Now | "Buy Now" |
| Newsletter | Join + [Number] | "Join 50K Subscribers" |
Tested High-Performers
- "Get Started Free" (+38% vs "Sign Up")
- "Try For Free" (+23% vs "Free Trial")
- "Start My Trial" (+90% vs "Start Your Trial")
- First person ("My") > Second person ("Your")
Button Design
- [ ] High contrast color
- [ ] Sufficient padding (12-20px)
- [ ] Rounded corners (3-8px)
- [ ] Clear hover state
- [ ] No competing CTAs nearby
---
Common Mistakes to Avoid
Copy Mistakes
- Generic headlines ("Welcome to our website")
- Feature dumps without benefits
- Wall of text (no visual breaks)
- Jargon-heavy language
- Missing or weak CTA
Design Mistakes
- Slider/carousel in hero (reduces conversions)
- Auto-playing video with sound
- Stock photos that look fake
- Too many navigation options
- Cluttered layout
Technical Mistakes
- Slow page load (>3s)
- Broken on mobile
- Pop-ups blocking content immediately
- Tracking not implemented
- No A/B testing
---
Quick Wins (< 1 Hour)
1. CTA Copy: Change from "Submit" to benefit-focused 2. Headline: Add specificity (numbers, timeframe) 3. Trust Badge: Add security/guarantee badge near CTA 4. Remove Field: Eliminate one unnecessary form field 5. Add Testimonial: Place one testimonial near CTA 6. Speed: Compress hero image 7. Mobile: Ensure CTA visible without scrolling
---
High-Impact Changes (1-4 Hours)
1. Rewrite Headline: Use customer language from reviews 2. Add Social Proof Section: Logos, testimonials, metrics 3. Create FAQ: Address top 5 objections 4. Simplify Form: Reduce to essential fields only 5. Add Urgency: Limited-time offer or scarcity 6. Video: Add explainer or testimonial video 7. Exit Intent: Add last-chance popup offer
---
Page-Type Specific Checklists
Landing Page (Paid Traffic)
- [ ] Message matches ad exactly
- [ ] Single focused goal
- [ ] No navigation (or minimal)
- [ ] Thank you page set up
- [ ] Tracking pixels firing
- [ ] Mobile optimized (60%+ traffic)
Pricing Page
- [ ] 3-4 tiers maximum
- [ ] Clear tier differentiation
- [ ] Recommended plan highlighted
- [ ] Toggle for monthly/annual
- [ ] Feature comparison table
- [ ] FAQ below pricing
- [ ] Enterprise/custom option
Homepage
- [ ] Clear value prop above fold
- [ ] Navigation to key pages
- [ ] Multiple user journeys supported
- [ ] Trust indicators visible
- [ ] Primary and secondary CTAs
- [ ] Search (for complex sites)
Page Element Benchmarks & Optimization Data
Research-backed benchmarks for page elements. Sources: WebFX, Fibr, CXL.
---
Page Speed Impact
| Load Time | Bounce Rate | Conversion Drop |
|---|---|---|
| 1-2 seconds | Baseline | Baseline |
| 2-3 seconds | +10% | -7% |
| 3-4 seconds | +25% | -13% |
| 4-5 seconds | +38% | -20% |
| 5-6 seconds | +50% | -25% |
| 6+ seconds | +90% | -40%+ |
Key Insight: Each 1-second delay = 7% conversion loss
Core Web Vitals Targets
| Metric | Good | Needs Improvement | Poor |
|---|---|---|---|
| LCP (Largest Contentful Paint) | <2.5s | 2.5-4s | >4s |
| FID (First Input Delay) | <100ms | 100-300ms | >300ms |
| CLS (Cumulative Layout Shift) | <0.1 | 0.1-0.25 | >0.25 |
---
Headline Optimization
Length Impact
| Headline Length | Performance |
|---|---|
| 6 words | Optimal recall |
| 8-12 words | Good balance |
| 13+ words | Decreasing engagement |
Headline Formulas (by Performance)
| Formula | Avg Lift | Example |
|---|---|---|
| Number + Adjective + Noun | +36% | "7 Proven Ways to..." |
| How to + Benefit | +28% | "How to Double Revenue" |
| Question + Pain Point | +24% | "Tired of Manual Tasks?" |
| Command + Benefit | +21% | "Get More Leads Today" |
| Negative + Solution | +18% | "Stop Losing Customers" |
Power Words in Headlines
Urgency: Now, Today, Fast, Quick, Instant Exclusivity: Secret, Exclusive, Limited, VIP Value: Free, Save, Bonus, Extra, Guaranteed Trust: Proven, Research-backed, Expert
---
CTA Optimization
Button Color Impact (Context-Dependent)
| Color | Best For | Caution |
|---|---|---|
| Orange | Urgency, action | Can feel cheap |
| Green | Positive action, go | Overused |
| Blue | Trust, professional | Low urgency |
| Red | Urgency, sales | Aggressive |
Key Insight: Contrast matters more than color. CTA should be most prominent element.
CTA Text Performance
| CTA Text | Performance vs "Submit" |
|---|---|
| "Get Started" | +38% |
| "Try For Free" | +23% |
| "Start My Trial" | +90% |
| "Claim My Spot" | +42% |
| "Get [Benefit]" | +33% |
First Person vs Second Person
| Type | Example | Performance |
|---|---|---|
| First Person | "Start My Trial" | +90% |
| Second Person | "Start Your Trial" | Baseline |
---
Form Optimization
Field Count Impact
| Number of Fields | Conversion Rate |
|---|---|
| 3 fields | Baseline (100%) |
| 4 fields | -5% |
| 5 fields | -10% |
| 6 fields | -15% |
| 7+ fields | -25%+ |
Multi-Step Forms
| Format | Best For | Avg Lift |
|---|---|---|
| Single Step | 1-3 fields | Baseline |
| 2-Step | 4-6 fields | +15% |
| 3+ Step | 7+ fields | +25% |
Best Practice: Show progress indicator for multi-step
Field-Specific Benchmarks
| Field | Abandonment Impact |
|---|---|
| Email only | Baseline |
| + Name | +5% abandonment |
| + Phone | +15% abandonment |
| + Company | +10% abandonment |
| + Address | +25% abandonment |
---
Trust Elements
Social Proof Impact
| Element | Conversion Lift |
|---|---|
| Customer logos | +8-15% |
| Testimonials | +10-20% |
| Case studies | +15-30% |
| Star ratings | +12-18% |
| User count | +10-15% |
| Video testimonials | +25-40% |
Trust Badge Impact
| Badge Type | Conversion Lift |
|---|---|
| SSL/Security | +5-10% |
| Money-back guarantee | +15-25% |
| Payment icons | +5-8% |
| Industry certifications | +10-15% |
| Privacy assurance | +5-12% |
---
Visual Elements
Hero Image/Video
| Element | Engagement | Conversion Impact |
|---|---|---|
| Relevant product image | +20% time on page | +10% |
| Human faces | +38% time on page | +12% |
| Video (auto-muted) | +80% time on page | +15% |
| Video (testimonial) | +86% time on page | +25% |
| Stock photo (obvious) | -15% trust | -5% |
Image Direction
- Faces/arrows pointing at CTA: +12% CTA clicks
- Eye gaze toward form: +8% form starts
---
Content Length
Landing Page Length
| Goal | Optimal Length | Reasoning |
|---|---|---|
| Free trial | Short (1-2 scrolls) | Low commitment |
| Demo request | Medium (2-3 scrolls) | Qualify leads |
| Purchase <$100 | Short-Medium | Quick decision |
| Purchase $100-1K | Medium-Long | Build value |
| Purchase >$1K | Long (comprehensive) | Overcome objections |
Section Depth
| Audience Stage | Content Depth |
|---|---|
| Problem-Aware | Focus on pain, light solution |
| Solution-Aware | Focus on your approach |
| Product-Aware | Focus on differentiation |
| Most Aware | Focus on offer, urgency |
---
Mobile Optimization
Mobile-Specific Benchmarks
| Element | Desktop | Mobile Target |
|---|---|---|
| CTA button size | 44x44px | 48x48px min |
| Font size | 16px | 18px min |
| Line height | 1.5 | 1.6+ |
| Padding | 12px | 16px+ |
| Form field height | 40px | 48px min |
Mobile Behavior
- 53% abandon if load >3s
- 62% expect mobile-specific experience
- 70% of traffic is mobile for many B2C
- Thumb zone: Bottom 60% of screen most accessible
---
Pricing Page Specifics
Number of Tiers
| Tiers | Best For | Notes |
|---|---|---|
| 2 | Simple products | Binary choice |
| 3 | Most SaaS | Decoy effect works |
| 4 | Complex products | Enterprise segment |
| 5+ | Avoid | Decision paralysis |
Decoy Effect (Price Anchoring)
Middle tier selected 40% more often when:
- Lowest tier lacks key feature
- Highest tier is 2-3x middle price
- Middle labeled "Popular" or "Recommended"
Annual vs Monthly Toggle
| Default | Conversion Impact |
|---|---|
| Monthly first | More signups, lower LTV |
| Annual first | Fewer signups, higher LTV |
| Annual with savings % | +25% annual selection |
---
A/B Test Sample Sizes
Quick Reference
| Baseline Rate | MDE 10% | MDE 20% | MDE 30% |
|---|---|---|---|
| 1% | 157,000 | 39,000 | 17,000 |
| 2% | 78,000 | 19,500 | 8,700 |
| 3% | 52,000 | 13,000 | 5,800 |
| 5% | 31,000 | 7,800 | 3,500 |
| 10% | 15,000 | 3,900 | 1,700 |
Based on: 80% power, 95% confidence, two-tailed test
Related skills
FAQ
What does the framework check first?
Value proposition clarity is flagged as the highest-impact dimension, checked first.
How are recommendations structured?
As quick wins, high-impact changes, test ideas, and copy alternatives.