安装
npx skills add https://github.com/manojbajaj95/claude-gtm-plugin --skill conversion-rate-optimization
- Conversion Rate Optimization
- Comprehensive CRO framework covering the entire conversion journey — from landing pages through activation and upgrades.
- Quick Reference: When to Use What
- Situation
- Use This Skill For
- General page optimization
- Page CRO framework
- Signup/registration flow
- Signup Flow Optimization
- Lead capture, contact, or checkout forms
- Form Optimization
- Post-signup user activation
- Onboarding & Activation
- In-app upgrade/paywall screens
- Paywall & Upgrade Optimization
- Popups, modals, overlays
- Popup & Modal Strategy
- UI/UX improvements
- CRO Audit Process
- Systematic testing methodology
- CRE Methodology
- Part 1: CRE Methodology Foundation
- Core Philosophy
- Don't guess — discover.
- Evidence-based optimization over "best practices." Extraordinary improvements come from understanding WHY visitors don't convert.
- The 9-Step CRE Process
- Define Success Metrics
- — Align with business KPIs
- Map the Conversion Funnel
- — Identify blocked arteries and missing links
- Understand Visitors
- — Research objections, UX problems, visitor types
- Gather Market Intelligence
- — Analyze competitors, transfer winning strategies
- Find Hidden Persuasion Assets
- — Uncover testimonials, awards, statistics not displayed
- Create Experimental Strategy
- — ICE framework prioritization
- Design Challengers
- — Bold changes based on research insights
- Run Experiments
- — Statistical significance, proper sample sizes
- Scale Wins
- — Apply insights across channels
- Key Frameworks
- O/CO Table
-
- Objection/Counter-Objection mapping
- ICE Prioritization
-
- Impact × Confidence × Ease
- Bold vs. Meek
-
- Test big changes, not button colors
- Part 2: Page CRO Framework
- Analysis Dimensions (Priority Order)
- Value Proposition Clarity
- — Can visitors understand value in 5 seconds?
- Headline Effectiveness
- — Core message, specificity, traffic source match
- CTA Placement, Copy, Hierarchy
- — One clear action, value-oriented button text
- Visual Hierarchy and Scannability
- — Scanning-friendly layout
- Trust Signals and Social Proof
- — Near CTAs and after benefit claims
- Objection Handling
- — FAQ, guarantees, comparison content
- Friction Points
- — Forms, navigation, mobile, load times
- Page-Specific Frameworks
- Page Type
- Key Focus
- Homepage
- Clear positioning, quick path to conversion
- Landing Page
- Message match, single CTA, complete argument
- Pricing
- Clear comparison, recommended plan indication
- Feature
- Benefit-focused, use cases, clear path to try/buy
- Part 3: Signup Flow Optimization
- Core Principles
- Minimize Required Fields
- — Every field reduces conversion
- Show Value Before Commitment
- — Reverse the order: value first, signup second
- Reduce Perceived Effort
- — Progress indicators, smart defaults
- Remove Uncertainty
- — Clear expectations, no surprises
- Field-by-Field Best Practices
- Field
- Best Practice
- Email
- Single field, inline validation, typo detection
- Password
- Show toggle, strength meter vs. rigid rules
- Name
- Single "Full name" vs. First/Last (test)
- Social Auth
- Prominent placement, relevant options
- Phone
- Defer unless essential
- Single vs. Multi-Step
- Single-step
-
- 3 or fewer fields, simple products, high-intent traffic
- Multi-step
-
- 4+ fields, complex B2B, need segmentation
- Part 4: Form Optimization
- Core Principles
- Every Field Has a Cost
- — 3 fields baseline, 7+ fields = 25-50% reduction
- Value Must Exceed Effort
- — Clear proposition above form
- Reduce Cognitive Load
- — One question per field, logical grouping
- Field Optimization
- Field
- Best Practice
- Email
- Single field, inline validation, proper mobile keyboard
- Name
- Single "Name" vs. First/Last — test this
- Phone
- Optional if possible, explain why required
- Company
- Auto-suggest, enrichment after submission
- Dropdowns
- Searchable if many options, "Other" option
- Multi-Step Forms
- Progress indicator (step X of Y)
- Start with easy, end with sensitive
- One topic per step
- Allow back navigation, save progress
- Part 5: Onboarding & Activation
- Defining Activation
- Find the Aha Moment
- — The action that correlates most strongly with retention:
- What do retained users do that churned users don't?
- What's the earliest indicator of future engagement?
- Activation Metrics
- % of signups who reach activation
- Time to activation
- Steps to activation
- Activation by cohort/source
- Onboarding Design Patterns
- Approach
- Best For
- Risk
- Product-first
- Simple products, B2C, mobile
- Blank slate overwhelm
- Guided setup
- Products needing personalization
- Friction before value
- Value-first
- Products with demo data
- May not feel "real"
- Onboarding Checklist Pattern
- 3-7 items (not overwhelming)
- Order by value (most impactful first)
- Start with quick wins
- Progress bar/completion %
- Dismiss option
- Part 6: Paywall & Upgrade Optimization
- Core Principles
- Value Before Ask
- — After "aha moment," not before
- Show, Don't Just Tell
- — Demonstrate paid feature value
- Friction-Free Path
- — Easy to upgrade when ready
- Respect the No
- — Don't trap or pressure
- Paywall Trigger Points
- Trigger
- Best Practice
- Feature Gates
- Clear explanation, preview, quick unlock
- Usage Limits
- Clear indication, show upgrade value
- Trial Expiration
- Early warnings, summarize value received
- Time-Based
- Gentle reminders, highlight unused features
- Paywall Components
- Headline
- — "Unlock [Feature] to [Benefit]"
- Value Demonstration
- — Preview, before/after
- Feature Comparison
- — Highlight differences
- Pricing
- — Clear, annual vs. monthly
- Social Proof
- — Customer quotes
- CTA
- — Specific, value-oriented
- Escape Hatch
- — Clear "Not now" option
- Part 7: Popup & Modal Strategy
- Trigger Strategies
- Trigger
- Best Practice
- Time-Based
- 30-60 seconds (proven engagement)
- Scroll-Based
- 25-50% depth, indicates engagement
- Exit Intent
- Last chance, mobile alternative needed
- Click-Triggered
- Zero annoyance, best for lead magnets
- Behavior-Based
- High-intent segments (cart abandonment)
- Popup Types
- Email Capture
- — Clear value prop, single field
- Lead Magnet
- — Show what they get, instant delivery
- Discount/Promotion
- — Clear discount, deadline urgency
- Exit Intent
- — Acknowledge leaving, different offer
- Announcement Banner
- — Top of page, dismissable
- Design Best Practices
- Desktop: 400-600px wide
- Mobile: Full-width bottom or center, not full-screen
- Close button visible (top right)
- Frequency capping: max once per session
- Part 8: CRO Audit Process
- Mandatory Audit Steps
- Step 1: Read Current State
- Read target page files
- Check related components
- Search for existing similar functionality
- Step 2: Document What EXISTS
- Inventory current components
- Document data display locations
- Note design characteristics
- Step 3: Redundancy Check
- Is this data already displayed elsewhere?
- Does similar functionality exist?
- Would this duplicate content?
- Step 4: Identify Genuine Gaps
- Missing functionality (proven)
- Genuine UX problems (demonstrated)
- Clear value add
- Step 5: Design Philosophy Check
- Simple, scannable layouts
- Strategic white space
- Information shown once, not repeated
- Part 9: A/B Testing Methodology
- ICE Framework
- Factor
- Score (1-10)
- Impact
- Could this double conversion rate?
- Confidence
- How sure is this will work?
- Ease
- How easy to implement?
- Critical
-
- Make BOLD changes, not "meek tweaks."
- Test Execution
- Document hypothesis: "If we [change X], then [metric Y] will improve because [reason]"
- Define primary and guardrail metrics
- Calculate required sample size BEFORE starting
- Wait for statistical significance (95% confidence minimum)
- Run for at least one full business cycle (1-2 weeks)
- What NOT to Test
- Button colors before understanding objections
- Copy competitors blindly
- Optimize individual pages without funnel context
- Output Formats
- Quick Audit
- For each issue:
- Issue
-
- What's wrong
- Impact
-
- Estimated effect on conversions
- Fix
-
- Specific recommendation
- Priority
- High/Medium/Low
Comprehensive Recommendations
Organized by:
Quick wins (same-day fixes)
High-impact changes (week-level effort)
Test hypotheses (A/B tests)
Experiment Ideas
Category
Test Ideas
Form Design
Single vs. multi-step, field count, field order
Page Elements
Headlines, CTAs, trust signals, pricing
Onboarding
Step count, personalization, timing
Paywalls
Trigger timing, offer types, copy variations
Popups
Triggers, timing, design, frequency
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