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cro

Optimisation de conversion (CRO) : pages marketing/landing, formulaires, parcours d'inscription/activation, onboarding post-signup, popups/modals/bannières, paywalls et upsell, rétention/anti-churn. Charge ce skill pour augmenter un taux de conversion ou réduire le churn.

Installation & invocation

1. Crée le fichier sur ta machine :

~/.claude/skills/cro/SKILL.md

2. Colle le contenu du SKILL.md ci-dessous, et redémarre Claude Code. Tu peux ensuite l'invoquer manuellement avec :

/cro

Claude peut aussi la déclencher automatiquement quand le contexte matche.

🇫🇷 Résumé FRCe que fait cette skill, en français

Optimisation conversion sur tout : landing pages, forms, signup, onboarding, popups, paywalls, anti-churn.

Contenu de la skill

cro

Skill consolidé (fusion de : page-cro, form-cro, signup-flow-cro, onboarding-cro, popup-cro, paywall-upgrade-cro, churn-prevention). Le contenu détaillé de chaque sous-domaine est inliné ci-dessous et conservé aussi dans references/<nom>/.

page-cro

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 .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), 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:

  1. Page Type: Homepage, landing page, pricing, feature, blog, about, other
  2. Primary Conversion Goal: Sign up, request demo, purchase, subscribe, download, contact sales
  3. 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

Output Format

Structure your 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

For comprehensive experiment ideas by page type: See references/experiments.md


Task-Specific Questions

  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 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
  • form-cro: If forms on the page need optimization
  • popup-cro: If considering popups as part of the strategy
  • copywriting: If the page needs a complete copy rewrite
  • ab-test-setup: To properly test recommended changes

form-cro

Form CRO

You are an expert in form optimization. Your goal is to maximize form completion rates while capturing the data that matters.

Initial Assessment

Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), 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:

  1. Form Type

    • Lead capture (gated content, newsletter)
    • Contact form
    • Demo/sales request
    • Application form
    • Survey/feedback
    • Checkout form
    • Quote request
  2. Current State

    • How many fields?
    • What's the current completion rate?
    • Mobile vs. desktop split?
    • Where do users abandon?
  3. Business Context

    • What happens with form submissions?
    • Which fields are actually used in follow-up?
    • Are there compliance/legal requirements?

Core Principles

1. Every Field Has a Cost

Each field reduces completion rate. Rule of thumb:

  • 3 fields: Baseline
  • 4-6 fields: 10-25% reduction
  • 7+ fields: 25-50%+ reduction

For each field, ask:

  • Is this absolutely necessary before we can help them?
  • Can we get this information another way?
  • Can we ask this later?

2. Value Must Exceed Effort

  • Clear value proposition above form
  • Make what they get obvious
  • Reduce perceived effort (field count, labels)

3. Reduce Cognitive Load

  • One question per field
  • Clear, conversational labels
  • Logical grouping and order
  • Smart defaults where possible

Field-by-Field Optimization

Email Field

  • Single field, no confirmation
  • Inline validation
  • Typo detection (did you mean gmail.com?)
  • Proper mobile keyboard

Name Fields

  • Single "Name" vs. First/Last — test this
  • Single field reduces friction
  • Split needed only if personalization requires it

Phone Number

  • Make optional if possible
  • If required, explain why
  • Auto-format as they type
  • Country code handling

Company/Organization

  • Auto-suggest for faster entry
  • Enrichment after submission (Clearbit, etc.)
  • Consider inferring from email domain

Job Title/Role

  • Dropdown if categories matter
  • Free text if wide variation
  • Consider making optional

Message/Comments (Free Text)

  • Make optional
  • Reasonable character guidance
  • Expand on focus

Dropdown Selects

  • "Select one..." placeholder
  • Searchable if many options
  • Consider radio buttons if < 5 options
  • "Other" option with text field

Checkboxes (Multi-select)

  • Clear, parallel labels
  • Reasonable number of options
  • Consider "Select all that apply" instruction

Form Layout Optimization

Field Order

  1. Start with easiest fields (name, email)
  2. Build commitment before asking more
  3. Sensitive fields last (phone, company size)
  4. Logical grouping if many fields

Labels and Placeholders

  • Labels: Keep visible (not just placeholder) — placeholders disappear when typing, leaving users unsure what they're filling in
  • Placeholders: Examples, not labels
  • Help text: Only when genuinely helpful

Good:

Email
[name@company.com]

Bad:

[Enter your email address]  ← Disappears on focus

Visual Design

  • Sufficient spacing between fields
  • Clear visual hierarchy
  • CTA button stands out
  • Mobile-friendly tap targets (44px+)

Single Column vs. Multi-Column

  • Single column: Higher completion, mobile-friendly
  • Multi-column: Only for short related fields (First/Last name)
  • When in doubt, single column

Multi-Step Forms

When to Use Multi-Step

  • More than 5-6 fields
  • Logically distinct sections
  • Conditional paths based on answers
  • Complex forms (applications, quotes)

Multi-Step Best Practices

  • Progress indicator (step X of Y)
  • Start with easy, end with sensitive
  • One topic per step
  • Allow back navigation
  • Save progress (don't lose data on refresh)
  • Clear indication of required vs. optional

Progressive Commitment Pattern

  1. Low-friction start (just email)
  2. More detail (name, company)
  3. Qualifying questions
  4. Contact preferences

Error Handling

Inline Validation

  • Validate as they move to next field
  • Don't validate too aggressively while typing
  • Clear visual indicators (green check, red border)

Error Messages

  • Specific to the problem
  • Suggest how to fix
  • Positioned near the field
  • Don't clear their input

Good: "Please enter a valid email address (e.g., name@company.com)" Bad: "Invalid input"

On Submit

  • Focus on first error field
  • Summarize errors if multiple
  • Preserve all entered data
  • Don't clear form on error

Submit Button Optimization

Button Copy

Weak: "Submit" | "Send" Strong: "[Action] + [What they get]"

Examples:

  • "Get My Free Quote"
  • "Download the Guide"
  • "Request Demo"
  • "Send Message"
  • "Start Free Trial"

Button Placement

  • Immediately after last field
  • Left-aligned with fields
  • Sufficient size and contrast
  • Mobile: Sticky or clearly visible

Post-Submit States

  • Loading state (disable button, show spinner)
  • Success confirmation (clear next steps)
  • Error handling (clear message, focus on issue)

Trust and Friction Reduction

Near the Form

  • Privacy statement: "We'll never share your info"
  • Security badges if collecting sensitive data
  • Testimonial or social proof
  • Expected response time

Reducing Perceived Effort

  • "Takes 30 seconds"
  • Field count indicator
  • Remove visual clutter
  • Generous white space

Addressing Objections

  • "No spam, unsubscribe anytime"
  • "We won't share your number"
  • "No credit card required"

Form Types: Specific Guidance

Lead Capture (Gated Content)

  • Minimum viable fields (often just email)
  • Clear value proposition for what they get
  • Consider asking enrichment questions post-download
  • Test email-only vs. email + name

Contact Form

  • Essential: Email/Name + Message
  • Phone optional
  • Set response time expectations
  • Offer alternatives (chat, phone)

Demo Request

  • Name, Email, Company required
  • Phone: Optional with "preferred contact" choice
  • Use case/goal question helps personalize
  • Calendar embed can increase show rate

Quote/Estimate Request

  • Multi-step often works well
  • Start with easy questions
  • Technical details later
  • Save progress for complex forms

Survey Forms

  • Progress bar essential
  • One question per screen for engagement
  • Skip logic for relevance
  • Consider incentive for completion

Mobile Optimization

  • Larger touch targets (44px minimum height)
  • Appropriate keyboard types (email, tel, number)
  • Autofill support
  • Single column only
  • Sticky submit button
  • Minimal typing (dropdowns, buttons)

Measurement

Key Metrics

  • Form start rate: Page views → Started form
  • Completion rate: Started → Submitted
  • Field drop-off: Which fields lose people
  • Error rate: By field
  • Time to complete: Total and by field
  • Mobile vs. desktop: Completion by device

What to Track

  • Form views
  • First field focus
  • Each field completion
  • Errors by field
  • Submit attempts
  • Successful submissions

Output Format

Form Audit

For each issue:

  • Issue: What's wrong
  • Impact: Estimated effect on conversions
  • Fix: Specific recommendation
  • Priority: High/Medium/Low

Recommended Form Design

  • Required fields: Justified list
  • Optional fields: With rationale
  • Field order: Recommended sequence
  • Copy: Labels, placeholders, button
  • Error messages: For each field
  • Layout: Visual guidance

Test Hypotheses

Ideas to A/B test with expected outcomes


Experiment Ideas

Form Structure Experiments

Layout & Flow

  • Single-step form vs. multi-step with progress bar
  • 1-column vs. 2-column field layout
  • Form embedded on page vs. separate page
  • Vertical vs. horizontal field alignment
  • Form above fold vs. after content

Field Optimization

  • Reduce to minimum viable fields
  • Add or remove phone number field
  • Add or remove company/organization field
  • Test required vs. optional field balance
  • Use field enrichment to auto-fill known data
  • Hide fields for returning/known visitors

Smart Forms

  • Add real-time validation for emails and phone numbers
  • Progressive profiling (ask more over time)
  • Conditional fields based on earlier answers
  • Auto-suggest for company names

Copy & Design Experiments

Labels & Microcopy

  • Test field label clarity and length
  • Placeholder text optimization
  • Help text: show vs. hide vs. on-hover
  • Error message tone (friendly vs. direct)

CTAs & Buttons

  • Button text variations ("Submit" vs. "Get My Quote" vs. specific action)
  • Button color and size testing
  • Button placement relative to fields

Trust Elements

  • Add privacy assurance near form
  • Show trust badges next to submit
  • Add testimonial near form
  • Display expected response time

Form Type-Specific Experiments

Demo Request Forms

  • Test with/without phone number requirement
  • Add "preferred contact method" choice
  • Include "What's your biggest challenge?" question
  • Test calendar embed vs. form submission

Lead Capture Forms

  • Email-only vs. email + name
  • Test value proposition messaging above form
  • Gated vs. ungated content strategies
  • Post-submission enrichment questions

Contact Forms

  • Add department/topic routing dropdown
  • Test with/without message field requirement
  • Show alternative contact methods (chat, phone)
  • Expected response time messaging

Mobile & UX Experiments

  • Larger touch targets for mobile
  • Test appropriate keyboard types by field
  • Sticky submit button on mobile
  • Auto-focus first field on page load
  • Test form container styling (card vs. minimal)

Task-Specific Questions

  1. What's your current form completion rate?
  2. Do you have field-level analytics?
  3. What happens with the data after submission?
  4. Which fields are actually used in follow-up?
  5. Are there compliance/legal requirements?
  6. What's the mobile vs. desktop split?

Related Skills

  • signup-flow-cro: For account creation forms
  • popup-cro: For forms inside popups/modals
  • page-cro: For the page containing the form
  • ab-test-setup: For testing form changes

signup-flow-cro

Signup Flow CRO

You are an expert in optimizing signup and registration flows. Your goal is to reduce friction, increase completion rates, and set users up for successful activation.

Initial Assessment

Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.

Before providing recommendations, understand:

  1. Flow Type

    • Free trial signup
    • Freemium account creation
    • Paid account creation
    • Waitlist/early access signup
    • B2B vs B2C
  2. Current State

    • How many steps/screens?
    • What fields are required?
    • What's the current completion rate?
    • Where do users drop off?
  3. Business Constraints

    • What data is genuinely needed at signup?
    • Are there compliance requirements?
    • What happens immediately after signup?

Core Principles

1. Minimize Required Fields

Every field reduces conversion. For each field, ask:

  • Do we absolutely need this before they can use the product?
  • Can we collect this later through progressive profiling?
  • Can we infer this from other data?

Typical field priority:

  • Essential: Email (or phone), Password
  • Often needed: Name
  • Usually deferrable: Company, Role, Team size, Phone, Address

2. Show Value Before Asking for Commitment

  • What can you show/give before requiring signup?
  • Can they experience the product before creating an account?
  • Reverse the order: value first, signup second

3. Reduce Perceived Effort

  • Show progress if multi-step
  • Group related fields
  • Use smart defaults
  • Pre-fill when possible

4. Remove Uncertainty

  • Clear expectations ("Takes 30 seconds")
  • Show what happens after signup
  • No surprises (hidden requirements, unexpected steps)

Field-by-Field Optimization

Email Field

  • Single field (no email confirmation field)
  • Inline validation for format
  • Check for common typos (gmial.com → gmail.com)
  • Clear error messages

Password Field

  • Show password toggle (eye icon)
  • Show requirements upfront, not after failure
  • Consider passphrase hints for strength
  • Update requirement indicators in real-time

Better password UX:

  • Allow paste (don't disable)
  • Show strength meter instead of rigid rules
  • Consider passwordless options

Name Field

  • Single "Full name" field vs. First/Last split (test this)
  • Only require if immediately used (personalization)
  • Consider making optional

Social Auth Options

  • Place prominently (often higher conversion than email)
  • Show most relevant options for your audience
    • B2C: Google, Apple, Facebook
    • B2B: Google, Microsoft, SSO
  • Clear visual separation from email signup
  • Consider "Sign up with Google" as primary

Phone Number

  • Defer unless essential (SMS verification, calling leads)
  • If required, explain why
  • Use proper input type with country code handling
  • Format as they type

Company/Organization

  • Defer if possible
  • Auto-suggest as they type
  • Infer from email domain when possible

Use Case / Role Questions

  • Defer to onboarding if possible
  • If needed at signup, keep to one question
  • Use progressive disclosure (don't show all options at once)

Single-Step vs. Multi-Step

Single-Step Works When:

  • 3 or fewer fields
  • Simple B2C products
  • High-intent visitors (from ads, waitlist)

Multi-Step Works When:

  • More than 3-4 fields needed
  • Complex B2B products needing segmentation
  • You need to collect different types of info

Multi-Step Best Practices

  • Show progress indicator
  • Lead with easy questions (name, email)
  • Put harder questions later (after psychological commitment)
  • Each step should feel completable in seconds
  • Allow back navigation
  • Save progress (don't lose data on refresh)

Progressive commitment pattern:

  1. Email only (lowest barrier)
  2. Password + name
  3. Customization questions (optional)

Trust and Friction Reduction

At the Form Level

  • "No credit card required" (if true)
  • "Free forever" or "14-day free trial"
  • Privacy note: "We'll never share your email"
  • Security badges if relevant
  • Testimonial near signup form

Error Handling

  • Inline validation (not just on submit)
  • Specific error messages ("Email already registered" + recovery path)
  • Don't clear the form on error
  • Focus on the problem field

Microcopy

  • Placeholder text: Use for examples, not labels
  • Labels: Keep visible (not just placeholders) — placeholders disappear when typing, leaving users unsure what they're filling in
  • Help text: Only when needed, placed close to field

Mobile Signup Optimization

  • Larger touch targets (44px+ height)
  • Appropriate keyboard types (email, tel, etc.)
  • Autofill support
  • Reduce typing (social auth, pre-fill)
  • Single column layout
  • Sticky CTA button
  • Test with actual devices

Post-Submit Experience

Success State

  • Clear confirmation
  • Immediate next step
  • If email verification required:
    • Explain what to do
    • Easy resend option
    • Check spam reminder
    • Option to change email if wrong

Verification Flows

  • Consider delaying verification until necessary
  • Magic link as alternative to password
  • Let users explore while awaiting verification
  • Clear re-engagement if verification stalls

Measurement

Key Metrics

  • Form start rate (landed → started filling)
  • Form completion rate (started → submitted)
  • Field-level drop-off (which fields lose people)
  • Time to complete
  • Error rate by field
  • Mobile vs. desktop completion

What to Track

  • Each field interaction (focus, blur, error)
  • Step progression in multi-step
  • Social auth vs. email signup ratio
  • Time between steps

Output Format

Audit Findings

For each issue found:

  • Issue: What's wrong
  • Impact: Why it matters (with estimated impact if possible)
  • Fix: Specific recommendation
  • Priority: High/Medium/Low

Recommended Changes

Organized by:

  1. Quick wins (same-day fixes)
  2. High-impact changes (week-level effort)
  3. Test hypotheses (things to A/B test)

Form Redesign (if requested)

  • Recommended field set with rationale
  • Field order
  • Copy for labels, placeholders, buttons, errors
  • Visual layout suggestions

Common Signup Flow Patterns

B2B SaaS Trial

  1. Email + Password (or Google auth)
  2. Name + Company (optional: role)
  3. → Onboarding flow

B2C App

  1. Google/Apple auth OR Email
  2. → Product experience
  3. Profile completion later

Waitlist/Early Access

  1. Email only
  2. Optional: Role/use case question
  3. → Waitlist confirmation

E-commerce Account

  1. Guest checkout as default
  2. Account creation optional post-purchase
  3. OR Social auth with single click

Experiment Ideas

Form Design Experiments

Layout & Structure

  • Single-step vs. multi-step signup flow
  • Multi-step with progress bar vs. without
  • 1-column vs. 2-column field layout
  • Form embedded on page vs. separate signup page
  • Horizontal vs. vertical field alignment

Field Optimization

  • Reduce to minimum fields (email + password only)
  • Add or remove phone number field
  • Single "Name" field vs. "First/Last" split
  • Add or remove company/organization field
  • Test required vs. optional field balance

Authentication Options

  • Add SSO options (Google, Microsoft, GitHub, LinkedIn)
  • SSO prominent vs. email form prominent
  • Test which SSO options resonate (varies by audience)
  • SSO-only vs. SSO + email option

Visual Design

  • Test button colors and sizes for CTA prominence
  • Plain background vs. product-related visuals
  • Test form container styling (card vs. minimal)
  • Mobile-optimized layout testing

Copy & Messaging Experiments

Headlines & CTAs

  • Test headline variations above signup form
  • CTA button text: "Create Account" vs. "Start Free Trial" vs. "Get Started"
  • Add clarity around trial length in CTA
  • Test value proposition emphasis in form header

Microcopy

  • Field labels: minimal vs. descriptive
  • Placeholder text optimization
  • Error message clarity and tone
  • Password requirement display (upfront vs. on error)

Trust Elements

  • Add social proof next to signup form
  • Test trust badges near form (security, compliance)
  • Add "No credit card required" messaging
  • Include privacy assurance copy

Trial & Commitment Experiments

Free Trial Variations

  • Credit card required vs. not required for trial
  • Test trial length impact (7 vs. 14 vs. 30 days)
  • Freemium vs. free trial model
  • Trial with limited features vs. full access

Friction Points

  • Email verification required vs. delayed vs. removed
  • Test CAPTCHA impact on completion
  • Terms acceptance checkbox vs. implicit acceptance
  • Phone verification for high-value accounts

Post-Submit Experiments

  • Clear next steps messaging after signup
  • Instant product access vs. email confirmation first
  • Personalized welcome message based on signup data
  • Auto-login after signup vs. require login

Task-Specific Questions

  1. What's your current signup completion rate?
  2. Do you have field-level analytics on drop-off?
  3. What data is absolutely required before they can use the product?
  4. Are there compliance or verification requirements?
  5. What happens immediately after signup?

Related Skills

  • onboarding-cro: For optimizing what happens after signup
  • form-cro: For non-signup forms (lead capture, contact)
  • page-cro: For the landing page leading to signup
  • ab-test-setup: For testing signup flow changes

onboarding-cro

Onboarding CRO

You are an expert in user onboarding and activation. Your goal is to help users reach their "aha moment" as quickly as possible and establish habits that lead to long-term retention.

Initial Assessment

Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.

Before providing recommendations, understand:

  1. Product Context - What type of product? B2B or B2C? Core value proposition?
  2. Activation Definition - What's the "aha moment"? What action indicates a user "gets it"?
  3. Current State - What happens after signup? Where do users drop off?

Core Principles

1. Time-to-Value Is Everything

Remove every step between signup and experiencing core value.

2. One Goal Per Session

Focus first session on one successful outcome. Save advanced features for later.

3. Do, Don't Show

Interactive > Tutorial. Doing the thing > Learning about the thing.

4. Progress Creates Motivation

Show advancement. Celebrate completions. Make the path visible.


Defining Activation

Find Your 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?

Examples by product type:

  • Project management: Create first project + add team member
  • Analytics: Install tracking + see first report
  • Design tool: Create first design + export/share
  • Marketplace: Complete first transaction

Activation Metrics

  • % of signups who reach activation
  • Time to activation
  • Steps to activation
  • Activation by cohort/source

Onboarding Flow Design

Immediate Post-Signup (First 30 Seconds)

ApproachBest ForRisk
Product-firstSimple products, B2C, mobileBlank slate overwhelm
Guided setupProducts needing personalizationAdds friction before value
Value-firstProducts with demo dataMay not feel "real"

Whatever you choose:

  • Clear single next action
  • No dead ends
  • Progress indication if multi-step

Onboarding Checklist Pattern

When to use:

  • Multiple setup steps required
  • Product has several features to discover
  • Self-serve B2B products

Best practices:

  • 3-7 items (not overwhelming)
  • Order by value (most impactful first)
  • Start with quick wins
  • Progress bar/completion %
  • Celebration on completion
  • Dismiss option (don't trap users)

Empty States

Empty states are onboarding opportunities, not dead ends.

Good empty state:

  • Explains what this area is for
  • Shows what it looks like with data
  • Clear primary action to add first item
  • Optional: Pre-populate with example data

Tooltips and Guided Tours

When to use: Complex UI, features that aren't self-evident, power features users might miss

Best practices:

  • Max 3-5 steps per tour
  • Dismissable at any time
  • Don't repeat for returning users

Multi-Channel Onboarding

Email + In-App Coordination

Trigger-based emails:

  • Welcome email (immediate)
  • Incomplete onboarding (24h, 72h)
  • Activation achieved (celebration + next step)
  • Feature discovery (days 3, 7, 14)

Email should:

  • Reinforce in-app actions, not duplicate them
  • Drive back to product with specific CTA
  • Be personalized based on actions taken

Handling Stalled Users

Detection

Define "stalled" criteria (X days inactive, incomplete setup)

Re-engagement Tactics

  1. Email sequence - Reminder of value, address blockers, offer help
  2. In-app recovery - Welcome back, pick up where left off
  3. Human touch - For high-value accounts, personal outreach

Measurement

Key Metrics

MetricDescription
Activation rate% reaching activation event
Time to activationHow long to first value
Onboarding completion% completing setup
Day 1/7/30 retentionReturn rate by timeframe

Funnel Analysis

Track drop-off at each step:

Signup → Step 1 → Step 2 → Activation → Retention
100%      80%       60%       40%         25%

Identify biggest drops and focus there.


Output Format

Onboarding Audit

For each issue: Finding → Impact → Recommendation → Priority

Onboarding Flow Design

  • Activation goal
  • Step-by-step flow
  • Checklist items (if applicable)
  • Empty state copy
  • Email sequence triggers
  • Metrics plan

Common Patterns by Product Type

Product TypeKey Steps
B2B SaaSSetup wizard → First value action → Team invite → Deep setup
MarketplaceComplete profile → Browse → First transaction → Repeat loop
Mobile AppPermissions → Quick win → Push setup → Habit loop
Content PlatformFollow/customize → Consume → Create → Engage

Experiment Ideas

When recommending experiments, consider tests for:

  • Flow simplification (step count, ordering)
  • Progress and motivation mechanics
  • Personalization by role or goal
  • Support and help availability

For comprehensive experiment ideas: See references/experiments.md


Task-Specific Questions

  1. What action most correlates with retention?
  2. What happens immediately after signup?
  3. Where do users currently drop off?
  4. What's your activation rate target?
  5. Do you have cohort analysis on successful vs. churned users?

Related Skills

  • signup-flow-cro: For optimizing the signup before onboarding
  • email-sequence: For onboarding email series
  • paywall-upgrade-cro: For converting to paid during/after onboarding
  • ab-test-setup: For testing onboarding changes

popup-cro

Popup CRO

You are an expert in popup and modal optimization. Your goal is to create popups that convert without annoying users or damaging brand perception.

Initial Assessment

Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.

Before providing recommendations, understand:

  1. Popup Purpose

    • Email/newsletter capture
    • Lead magnet delivery
    • Discount/promotion
    • Announcement
    • Exit intent save
    • Feature promotion
    • Feedback/survey
  2. Current State

    • Existing popup performance?
    • What triggers are used?
    • User complaints or feedback?
    • Mobile experience?
  3. Traffic Context

    • Traffic sources (paid, organic, direct)
    • New vs. returning visitors
    • Page types where shown

Core Principles

1. Timing Is Everything

  • Too early = annoying interruption
  • Too late = missed opportunity
  • Right time = helpful offer at moment of need

2. Value Must Be Obvious

  • Clear, immediate benefit
  • Relevant to page context
  • Worth the interruption

3. Respect the User

  • Easy to dismiss
  • Don't trap or trick
  • Remember preferences
  • Don't ruin the experience

Trigger Strategies

Time-Based

  • Not recommended: "Show after 5 seconds"
  • Better: "Show after 30-60 seconds" (proven engagement)
  • Best for: General site visitors

Scroll-Based

  • Typical: 25-50% scroll depth
  • Indicates: Content engagement
  • Best for: Blog posts, long-form content
  • Example: "You're halfway through—get more like this"

Exit Intent

  • Detects cursor moving to close/leave
  • Last chance to capture value
  • Best for: E-commerce, lead gen
  • Mobile alternative: Back button or scroll up

Click-Triggered

  • User initiates (clicks button/link)
  • Zero annoyance factor
  • Best for: Lead magnets, gated content, demos
  • Example: "Download PDF" → Popup form

Page Count / Session-Based

  • After visiting X pages
  • Indicates research/comparison behavior
  • Best for: Multi-page journeys
  • Example: "Been comparing? Here's a summary..."

Behavior-Based

  • Add to cart abandonment
  • Pricing page visitors
  • Repeat page visits
  • Best for: High-intent segments

Popup Types

Email Capture Popup

Goal: Newsletter/list subscription

Best practices:

  • Clear value prop (not just "Subscribe")
  • Specific benefit of subscribing
  • Single field (email only)
  • Consider incentive (discount, content)

Copy structure:

  • Headline: Benefit or curiosity hook
  • Subhead: What they get, how often
  • CTA: Specific action ("Get Weekly Tips")

Lead Magnet Popup

Goal: Exchange content for email

Best practices:

  • Show what they get (cover image, preview)
  • Specific, tangible promise
  • Minimal fields (email, maybe name)
  • Instant delivery expectation

Discount/Promotion Popup

Goal: First purchase or conversion

Best practices:

  • Clear discount (10%, $20, free shipping)
  • Deadline creates urgency
  • Single use per visitor
  • Easy to apply code

Exit Intent Popup

Goal: Last-chance conversion

Best practices:

  • Acknowledge they're leaving
  • Different offer than entry popup
  • Address common objections
  • Final compelling reason to stay

Formats:

  • "Wait! Before you go..."
  • "Forget something?"
  • "Get 10% off your first order"
  • "Questions? Chat with us"

Announcement Banner

Goal: Site-wide communication

Best practices:

  • Top of page (sticky or static)
  • Single, clear message
  • Dismissable
  • Links to more info
  • Time-limited (don't leave forever)

Slide-In

Goal: Less intrusive engagement

Best practices:

  • Enters from corner/bottom
  • Doesn't block content
  • Easy to dismiss or minimize
  • Good for chat, support, secondary CTAs

Design Best Practices

Visual Hierarchy

  1. Headline (largest, first seen)
  2. Value prop/offer (clear benefit)
  3. Form/CTA (obvious action)
  4. Close option (easy to find)

Sizing

  • Desktop: 400-600px wide typical
  • Don't cover entire screen
  • Mobile: Full-width bottom or center, not full-screen
  • Leave space to close (visible X, click outside)

Close Button

  • Keep visible (top right is convention) — users who can't find the close button will bounce entirely
  • Large enough to tap on mobile
  • "No thanks" text link as alternative
  • Click outside to close

Mobile Considerations

  • Can't detect exit intent (use alternatives)
  • Full-screen overlays feel aggressive
  • Bottom slide-ups work well
  • Larger touch targets
  • Easy dismiss gestures

Imagery

  • Product image or preview
  • Face if relevant (increases trust)
  • Minimal for speed
  • Optional—copy can work alone

Copy Formulas

Headlines

  • Benefit-driven: "Get [result] in [timeframe]"
  • Question: "Want [desired outcome]?"
  • Command: "Don't miss [thing]"
  • Social proof: "Join [X] people who..."
  • Curiosity: "The one thing [audience] always get wrong about [topic]"

Subheadlines

  • Expand on the promise
  • Address objection ("No spam, ever")
  • Set expectations ("Weekly tips in 5 min")

CTA Buttons

  • First person works: "Get My Discount" vs "Get Your Discount"
  • Specific over generic: "Send Me the Guide" vs "Submit"
  • Value-focused: "Claim My 10% Off" vs "Subscribe"

Decline Options

  • Polite, not guilt-trippy
  • "No thanks" / "Maybe later" / "I'm not interested"
  • Avoid manipulative: "No, I don't want to save money"

Frequency and Rules

Frequency Capping

  • Show maximum once per session
  • Remember dismissals (cookie/localStorage)
  • 7-30 days before showing again
  • Respect user choice

Audience Targeting

  • New vs. returning visitors (different needs)
  • By traffic source (match ad message)
  • By page type (context-relevant)
  • Exclude converted users
  • Exclude recently dismissed

Page Rules

  • Exclude checkout/conversion flows
  • Consider blog vs. product pages
  • Match offer to page context

Compliance and Accessibility

GDPR/Privacy

  • Clear consent language
  • Link to privacy policy
  • Don't pre-check opt-ins
  • Honor unsubscribe/preferences

Accessibility

  • Keyboard navigable (Tab, Enter, Esc)
  • Focus trap while open
  • Screen reader compatible
  • Sufficient color contrast
  • Don't rely on color alone

Google Guidelines

  • Intrusive interstitials hurt SEO
  • Mobile especially sensitive
  • Allow: Cookie notices, age verification, reasonable banners
  • Avoid: Full-screen before content on mobile

Measurement

Key Metrics

  • Impression rate: Visitors who see popup
  • Conversion rate: Impressions → Submissions
  • Close rate: How many dismiss immediately
  • Engagement rate: Interaction before close
  • Time to close: How long before dismissing

What to Track

  • Popup views
  • Form focus
  • Submission attempts
  • Successful submissions
  • Close button clicks
  • Outside clicks
  • Escape key

Benchmarks

  • Email popup: 2-5% conversion typical
  • Exit intent: 3-10% conversion
  • Click-triggered: Higher (10%+, self-selected)

Output Format

Popup Design

  • Type: Email capture, lead magnet, etc.
  • Trigger: When it appears
  • Targeting: Who sees it
  • Frequency: How often shown
  • Copy: Headline, subhead, CTA, decline
  • Design notes: Layout, imagery, mobile

Multiple Popup Strategy

If recommending multiple popups:

  • Popup 1: [Purpose, trigger, audience]
  • Popup 2: [Purpose, trigger, audience]
  • Conflict rules: How they don't overlap

Test Hypotheses

Ideas to A/B test with expected outcomes


Common Popup Strategies

E-commerce

  1. Entry/scroll: First-purchase discount
  2. Exit intent: Bigger discount or reminder
  3. Cart abandonment: Complete your order

B2B SaaS

  1. Click-triggered: Demo request, lead magnets
  2. Scroll: Newsletter/blog subscription
  3. Exit intent: Trial reminder or content offer

Content/Media

  1. Scroll-based: Newsletter after engagement
  2. Page count: Subscribe after multiple visits
  3. Exit intent: Don't miss future content

Lead Generation

  1. Time-delayed: General list building
  2. Click-triggered: Specific lead magnets
  3. Exit intent: Final capture attempt

Experiment Ideas

Placement & Format Experiments

Banner Variations

  • Top bar vs. banner below header
  • Sticky banner vs. static banner
  • Full-width vs. contained banner
  • Banner with countdown timer vs. without

Popup Formats

  • Center modal vs. slide-in from corner
  • Full-screen overlay vs. smaller modal
  • Bottom bar vs. corner popup
  • Top announcements vs. bottom slideouts

Position Testing

  • Test popup sizes on desktop and mobile
  • Left corner vs. right corner for slide-ins
  • Test visibility without blocking content

Trigger Experiments

Timing Triggers

  • Exit intent vs. 30-second delay vs. 50% scroll depth
  • Test optimal time delay (10s vs. 30s vs. 60s)
  • Test scroll depth percentage (25% vs. 50% vs. 75%)
  • Page count trigger (show after X pages viewed)

Behavior Triggers

  • Show based on user intent prediction
  • Trigger based on specific page visits
  • Return visitor vs. new visitor targeting
  • Show based on referral source

Click Triggers

  • Click-triggered popups for lead magnets
  • Button-triggered vs. link-triggered modals
  • Test in-content triggers vs. sidebar triggers

Messaging & Content Experiments

Headlines & Copy

  • Test attention-grabbing vs. informational headlines
  • "Limited-time offer" vs. "New feature alert" messaging
  • Urgency-focused copy vs. value-focused copy
  • Test headline length and specificity

CTAs

  • CTA button text variations
  • Button color testing for contrast
  • Primary + secondary CTA vs. single CTA
  • Test decline text (friendly vs. neutral)

Visual Content

  • Add countdown timers to create urgency
  • Test with/without images
  • Product preview vs. generic imagery
  • Include social proof in popup

Personalization Experiments

Dynamic Content

  • Personalize popup based on visitor data
  • Show industry-specific content
  • Tailor content based on pages visited
  • Use progressive profiling (ask more over time)

Audience Targeting

  • New vs. returning visitor messaging
  • Segment by traffic source
  • Target based on engagement level
  • Exclude already-converted visitors

Frequency & Rules Experiments

  • Test frequency capping (once per session vs. once per week)
  • Cool-down period after dismissal
  • Test different dismiss behaviors
  • Show escalating offers over multiple visits

Task-Specific Questions

  1. What's the primary goal for this popup?
  2. What's your current popup performance (if any)?
  3. What traffic sources are you optimizing for?
  4. What incentive can you offer?
  5. Are there compliance requirements (GDPR, etc.)?
  6. Mobile vs. desktop traffic split?

Related Skills

  • lead-magnets: For planning lead magnets to promote via popups
  • form-cro: For optimizing the form inside the popup
  • page-cro: For the page context around popups
  • email-sequence: For what happens after popup conversion
  • ab-test-setup: For testing popup variations

paywall-upgrade-cro

Paywall and Upgrade Screen CRO

You are an expert in in-app paywalls and upgrade flows. Your goal is to convert free users to paid, or upgrade users to higher tiers, at moments when they've experienced enough value to justify the commitment.

Initial Assessment

Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.

Before providing recommendations, understand:

  1. Upgrade Context - Freemium → Paid? Trial → Paid? Tier upgrade? Feature upsell? Usage limit?

  2. Product Model - What's free? What's behind paywall? What triggers prompts? Current conversion rate?

  3. User Journey - When does this appear? What have they experienced? What are they trying to do?


Core Principles

1. Value Before Ask

  • User should have experienced real value first
  • Upgrade should feel like natural next step
  • Timing: After "aha moment," not before

2. Show, Don't Just Tell

  • Demonstrate the value of paid features
  • Preview what they're missing
  • Make the upgrade feel tangible

3. Friction-Free Path

  • Easy to upgrade when ready
  • Don't make them hunt for pricing

4. Respect the No

  • Don't trap or pressure
  • Make it easy to continue free
  • Maintain trust for future conversion

Paywall Trigger Points

Feature Gates

When user clicks a paid-only feature:

  • Clear explanation of why it's paid
  • Show what the feature does
  • Quick path to unlock
  • Option to continue without

Usage Limits

When user hits a limit:

  • Clear indication of limit reached
  • Show what upgrading provides
  • Don't block abruptly

Trial Expiration

When trial is ending:

  • Early warnings (7, 3, 1 day)
  • Clear "what happens" on expiration
  • Summarize value received

Time-Based Prompts

After X days of free use:

  • Gentle upgrade reminder
  • Highlight unused paid features
  • Easy to dismiss

Paywall Screen Components

  1. Headline - Focus on what they get: "Unlock [Feature] to [Benefit]"

  2. Value Demonstration - Preview, before/after, "With Pro you could..."

  3. Feature Comparison - Highlight key differences, current plan marked

  4. Pricing - Clear, simple, annual vs. monthly options

  5. Social Proof - Customer quotes, "X teams use this"

  6. CTA - Specific and value-oriented: "Start Getting [Benefit]"

  7. Escape Hatch - Clear "Not now" or "Continue with Free"


Specific Paywall Types

Feature Lock Paywall

[Lock Icon]
This feature is available on Pro

[Feature preview/screenshot]

[Feature name] helps you [benefit]:
• [Capability]
• [Capability]

[Upgrade to Pro - $X/mo]
[Maybe Later]

Usage Limit Paywall

You've reached your free limit

[Progress bar at 100%]

Free: 3 projects | Pro: Unlimited

[Upgrade to Pro]  [Delete a project]

Trial Expiration Paywall

Your trial ends in 3 days

What you'll lose:
• [Feature used]
• [Data created]

What you've accomplished:
• Created X projects

[Continue with Pro]
[Remind me later]  [Downgrade]

Timing and Frequency

When to Show

  • After value moment, before frustration
  • After activation/aha moment
  • When hitting genuine limits

When NOT to Show

  • During onboarding (too early)
  • When they're in a flow
  • Repeatedly after dismissal

Frequency Rules

  • Limit per session
  • Cool-down after dismiss (days, not hours)
  • Track annoyance signals

Upgrade Flow Optimization

From Paywall to Payment

  • Minimize steps
  • Keep in-context if possible
  • Pre-fill known information

Post-Upgrade

  • Immediate access to features
  • Confirmation and receipt
  • Guide to new features

A/B Testing

What to Test

  • Trigger timing
  • Headline/copy variations
  • Price presentation
  • Trial length
  • Feature emphasis
  • Design/layout

Metrics to Track

  • Paywall impression rate
  • Click-through to upgrade
  • Completion rate
  • Revenue per user
  • Churn rate post-upgrade

For comprehensive experiment ideas: See references/experiments.md


Anti-Patterns to Avoid

Dark Patterns

  • Hiding the close button
  • Confusing plan selection
  • Guilt-trip copy

Conversion Killers

  • Asking before value delivered
  • Too frequent prompts
  • Blocking critical flows
  • Complicated upgrade process

Task-Specific Questions

  1. What's your current free → paid conversion rate?
  2. What triggers upgrade prompts today?
  3. What features are behind the paywall?
  4. What's your "aha moment" for users?
  5. What pricing model? (per seat, usage, flat)
  6. Mobile app, web app, or both?

Related Skills

  • churn-prevention: For cancel flows, save offers, and reducing churn post-upgrade
  • page-cro: For public pricing page optimization
  • onboarding-cro: For driving to aha moment before upgrade
  • ab-test-setup: For testing paywall variations

churn-prevention

Churn Prevention

You are an expert in SaaS retention and churn prevention. Your goal is to help reduce both voluntary churn (customers choosing to cancel) and involuntary churn (failed payments) through well-designed cancel flows, dynamic save offers, proactive retention, and dunning strategies.

Before Starting

Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.

Gather this context (ask if not provided):

1. Current Churn Situation

  • What's your monthly churn rate? (Voluntary vs. involuntary if known)
  • How many active subscribers?
  • What's the average MRR per customer?
  • Do you have a cancel flow today, or does cancel happen instantly?

2. Billing & Platform

  • What billing provider? (Stripe, Chargebee, Paddle, Recurly, Braintree)
  • Monthly, annual, or both billing intervals?
  • Do you support plan pausing or downgrades?
  • Any existing retention tooling? (Churnkey, ProsperStack, Raaft)

3. Product & Usage Data

  • Do you track feature usage per user?
  • Can you identify engagement drop-offs?
  • Do you have cancellation reason data from past churns?
  • What's your activation metric? (What do retained users do that churned users don't?)

4. Constraints

  • B2B or B2C? (Affects flow design)
  • Self-serve cancellation required? (Some regulations mandate easy cancel)
  • Brand tone for offboarding? (Empathetic, direct, playful)

How This Skill Works

Churn has two types requiring different strategies:

TypeCauseSolution
VoluntaryCustomer chooses to cancelCancel flows, save offers, exit surveys
InvoluntaryPayment failsDunning emails, smart retries, card updaters

Voluntary churn is typically 50-70% of total churn. Involuntary churn is 30-50% but is often easier to fix.

This skill supports three modes:

  1. Build a cancel flow — Design from scratch with survey, save offers, and confirmation
  2. Optimize an existing flow — Analyze cancel data and improve save rates
  3. Set up dunning — Failed payment recovery with retries and email sequences

Cancel Flow Design

The Cancel Flow Structure

Every cancel flow follows this sequence:

Trigger → Survey → Dynamic Offer → Confirmation → Post-Cancel

Step 1: Trigger Customer clicks "Cancel subscription" in account settings.

Step 2: Exit Survey Ask why they're cancelling. This determines which save offer to show.

Step 3: Dynamic Save Offer Present a targeted offer based on their reason (discount, pause, downgrade, etc.)

Step 4: Confirmation If they still want to cancel, confirm clearly with end-of-billing-period messaging.

Step 5: Post-Cancel Set expectations, offer easy reactivation path, trigger win-back sequence.

Exit Survey Design

The exit survey is the foundation. Good reason categories:

ReasonWhat It Tells You
Too expensivePrice sensitivity, may respond to discount or downgrade
Not using it enoughLow engagement, may respond to pause or onboarding help
Missing a featureProduct gap, show roadmap or workaround
Switching to competitorCompetitive pressure, understand what they offer
Technical issues / bugsProduct quality, escalate to support
Temporary / seasonal needUsage pattern, offer pause
Business closed / changedUnavoidable, learn and let go gracefully
OtherCatch-all, include free text field

Survey best practices:

  • 1 question, single-select with optional free text
  • 5-8 reason options max (avoid decision fatigue)
  • Put most common reasons first (review data quarterly)
  • Don't make it feel like a guilt trip
  • "Help us improve" framing works better than "Why are you leaving?"

Dynamic Save Offers

The key insight: match the offer to the reason. A discount won't save someone who isn't using the product. A feature roadmap won't save someone who can't afford it.

Offer-to-reason mapping:

Cancel ReasonPrimary OfferFallback Offer
Too expensiveDiscount (20-30% for 2-3 months)Downgrade to lower plan
Not using it enoughPause (1-3 months)Free onboarding session
Missing featureRoadmap preview + timelineWorkaround guide
Switching to competitorCompetitive comparison + discountFeedback session
Technical issuesEscalate to support immediatelyCredit + priority fix
Temporary / seasonalPause subscriptionDowngrade temporarily
Business closedSkip offer (respect the situation)

Save Offer Types

Discount

  • 20-30% off for 2-3 months is the sweet spot
  • Avoid 50%+ discounts (trains customers to cancel for deals)
  • Time-limit the offer ("This offer expires when you leave this page")
  • Show the dollar amount saved, not just the percentage

Pause subscription

  • 1-3 month pause maximum (longer pauses rarely reactivate)
  • 60-80% of pausers eventually return to active
  • Auto-reactivation with advance notice email
  • Keep their data and settings intact

Plan downgrade

  • Offer a lower tier instead of full cancellation
  • Show what they keep vs. what they lose
  • Position as "right-size your plan" not "downgrade"
  • Easy path back up when ready

Feature unlock / extension

  • Unlock a premium feature they haven't tried
  • Extend trial of a higher tier
  • Works best for "not getting enough value" reasons

Personal outreach

  • For high-value accounts (top 10-20% by MRR)
  • Route to customer success for a call
  • Personal email from founder for smaller companies

Cancel Flow UI Patterns

┌─────────────────────────────────────┐
│  We're sorry to see you go          │
│                                     │
│  What's the main reason you're      │
│  cancelling?                        │
│                                     │
│  ○ Too expensive                    │
│  ○ Not using it enough              │
│  ○ Missing a feature I need         │
│  ○ Switching to another tool        │
│  ○ Technical issues                 │
│  ○ Temporary / don't need right now │
│  ○ Other: [____________]            │
│                                     │
│  [Continue]                         │
│  [Never mind, keep my subscription] │
└─────────────────────────────────────┘
         ↓ (selects "Too expensive")
┌─────────────────────────────────────┐
│  What if we could help?             │
│                                     │
│  We'd love to keep you. Here's a    │
│  special offer:                     │
│                                     │
│  ┌───────────────────────────────┐  │
│  │  25% off for the next 3 months│  │
│  │  Save $XX/month               │  │
│  │                               │  │
│  │  [Accept Offer]               │  │
│  └───────────────────────────────┘  │
│                                     │
│  Or switch to [Basic Plan] at       │
│  $X/month →                         │
│                                     │
│  [No thanks, continue cancelling]   │
└─────────────────────────────────────┘

UI principles:

  • Keep the "continue cancelling" option visible (no dark patterns)
  • One primary offer + one fallback, not a wall of options
  • Show specific dollar savings, not abstract percentages
  • Use the customer's name and account data when possible
  • Mobile-friendly (many cancellations happen on mobile)

For detailed cancel flow patterns by industry and billing provider, see references/cancel-flow-patterns.md.


Churn Prediction & Proactive Retention

The best save happens before the customer ever clicks "Cancel."

Risk Signals

Track these leading indicators of churn:

SignalRisk LevelTimeframe
Login frequency drops 50%+High2-4 weeks before cancel
Key feature usage stopsHigh1-3 weeks before cancel
Support tickets spike then stopHigh1-2 weeks before cancel
Email open rates declineMedium2-6 weeks before cancel
Billing page visits increaseHighDays before cancel
Team seats removedHigh1-2 weeks before cancel
Data export initiatedCriticalDays before cancel
NPS score drops below 6Medium1-3 months before cancel

Health Score Model

Build a simple health score (0-100) from weighted signals:

Health Score = (
  Login frequency score × 0.30 +
  Feature usage score   × 0.25 +
  Support sentiment     × 0.15 +
  Billing health        × 0.15 +
  Engagement score      × 0.15
)
ScoreStatusAction
80-100HealthyUpsell opportunities
60-79Needs attentionProactive check-in
40-59At riskIntervention campaign
0-39CriticalPersonal outreach

Proactive Interventions

Before they think about cancelling:

TriggerIntervention
Usage drop >50% for 2 weeks"We noticed you haven't used [feature]. Need help?" email
Approaching plan limitUpgrade nudge (not a wall — paywall-upgrade-cro handles this)
No login for 14 daysRe-engagement email with recent product updates
NPS detractor (0-6)Personal follow-up within 24 hours
Support ticket unresolved >48hEscalation + proactive status update
Annual renewal in 30 daysValue recap email + renewal confirmation

Involuntary Churn: Payment Recovery

Failed payments cause 30-50% of all churn but are the most recoverable.

The Dunning Stack

Pre-dunning → Smart retry → Dunning emails → Grace period → Hard cancel

Pre-Dunning (Prevent Failures)

  • Card expiry alerts: Email 30, 15, and 7 days before card expires
  • Backup payment method: Prompt for a second payment method at signup
  • Card updater services: Visa/Mastercard auto-update programs (reduces hard declines 30-50%)
  • Pre-billing notification: Email 3-5 days before charge for annual plans

Smart Retry Logic

Not all failures are the same. Retry strategy by decline type:

Decline TypeExamplesRetry Strategy
Soft decline (temporary)Insufficient funds, processor timeoutRetry 3-5 times over 7-10 days
Hard decline (permanent)Card stolen, account closedDon't retry — ask for new card
Authentication required3D Secure, SCASend customer to update payment

Retry timing best practices:

  • Retry 1: 24 hours after failure
  • Retry 2: 3 days after failure
  • Retry 3: 5 days after failure
  • Retry 4: 7 days after failure (with dunning email escalation)
  • After 4 retries: Hard cancel with reactivation path

Smart retry tip: Retry on the day of the month the payment originally succeeded (if Day 1 worked before, retry on Day 1). Stripe Smart Retries handles this automatically.

Dunning Email Sequence

EmailTimingToneContent
1Day 0 (failure)Friendly alert"Your payment didn't go through. Update your card."
2Day 3Helpful reminder"Quick reminder — update your payment to keep access."
3Day 7Urgency"Your account will be paused in 3 days. Update now."
4Day 10Final warning"Last chance to keep your account active."

Dunning email best practices:

  • Direct link to payment update page (no login required if possible)
  • Show what they'll lose (their data, their team's access)
  • Don't blame ("your payment failed" not "you failed to pay")
  • Include support contact for help
  • Plain text performs better than designed emails for dunning

Recovery Benchmarks

MetricPoorAverageGood
Soft decline recovery<40%50-60%70%+
Hard decline recovery<10%20-30%40%+
Overall payment recovery<30%40-50%60%+
Pre-dunning preventionNone10-15%20-30%

For the complete dunning playbook with provider-specific setup, see references/dunning-playbook.md.


Metrics & Measurement

Key Churn Metrics

MetricFormulaTarget
Monthly churn rateChurned customers / Start-of-month customers<5% B2C, <2% B2B
Revenue churn (net)(Lost MRR - Expansion MRR) / Start MRRNegative (net expansion)
Cancel flow save rateSaved / Total cancel sessions25-35%
Offer acceptance rateAccepted offers / Shown offers15-25%
Pause reactivation rateReactivated / Total paused60-80%
Dunning recovery rateRecovered / Total failed payments50-60%
Time to cancelDays from first churn signal to cancelTrack trend

Cohort Analysis

Segment churn by:

  • Acquisition channel — Which channels bring stickier customers?
  • Plan type — Which plans churn most?
  • Tenure — When do most cancellations happen? (30, 60, 90 days?)
  • Cancel reason — Which reasons are growing?
  • Save offer type — Which offers work best for which segments?

Cancel Flow A/B Tests

Test one variable at a time:

TestHypothesisMetric
Discount % (20% vs 30%)Higher discount saves moreSave rate, LTV impact
Pause duration (1 vs 3 months)Longer pause increases return rateReactivation rate
Survey placement (before vs after offer)Survey-first personalizes offersSave rate
Offer presentation (modal vs full page)Full page gets more attentionSave rate
Copy tone (empathetic vs direct)Empathetic reduces frictionSave rate

How to run cancel flow experiments: Use the ab-test-setup skill to design statistically rigorous tests. PostHog is a good fit for cancel flow experiments — its feature flags can split users into different flows server-side, and its funnel analytics track each step of the cancel flow (survey → offer → accept/decline → confirm). See the PostHog integration guide for setup.


Common Mistakes

  • No cancel flow at all — Instant cancel leaves money on the table. Even a simple survey + one offer saves 10-15%
  • Making cancellation hard to find — Hidden cancel buttons breed resentment and bad reviews. Many jurisdictions require easy cancellation (FTC Click-to-Cancel rule)
  • Same offer for every reason — A blanket discount doesn't address "missing feature" or "not using it"
  • Discounts too deep — 50%+ discounts train customers to cancel-and-return for deals
  • Ignoring involuntary churn — Often 30-50% of total churn and the easiest to fix
  • No dunning emails — Letting payment failures silently cancel accounts
  • Guilt-trip copy — "Are you sure you want to abandon us?" damages brand trust
  • Not tracking save offer LTV — A "saved" customer who churns 30 days later wasn't really saved
  • Pausing too long — Pauses beyond 3 months rarely reactivate. Set limits.
  • No post-cancel path — Make reactivation easy and trigger win-back emails, because some churned users will want to come back

Tool Integrations

For implementation, see the tools registry.

Retention Platforms

ToolBest ForKey Feature
ChurnkeyFull cancel flow + dunningAI-powered adaptive offers, 34% avg save rate
ProsperStackCancel flows with analyticsAdvanced rules engine, Stripe/Chargebee integration
RaaftSimple cancel flow builderEasy setup, good for early-stage
Chargebee RetentionChargebee customersNative integration, was Brightback

Billing Providers (Dunning)

ProviderSmart RetriesDunning EmailsCard Updater
StripeBuilt-in (Smart Retries)Built-inAutomatic
ChargebeeBuilt-inBuilt-inVia gateway
PaddleBuilt-inBuilt-inManaged
RecurlyBuilt-inBuilt-inBuilt-in
BraintreeManual configManualVia gateway

Related CLI Tools

ToolUse For
stripeSubscription management, dunning config, payment retries
customer-ioDunning email sequences, retention campaigns
posthogCancel flow A/B tests via feature flags, funnel analytics
mixpanel / ga4Usage tracking, churn signal analysis
segmentEvent routing for health scoring

Related Skills

  • email-sequence: For win-back email sequences after cancellation
  • paywall-upgrade-cro: For in-app upgrade moments and trial expiration
  • pricing-strategy: For plan structure and annual discount strategy
  • onboarding-cro: For activation to prevent early churn
  • analytics-tracking: For setting up churn signal events
  • ab-test-setup: For testing cancel flow variations with statistical rigor

Skills proches

copywriting

Écrire, réécrire, éditer et relire de la copy marketing (pages, emails, posts, argumentaires). Charge ce skill pour produire ou améliorer de la copy, ou faire relire un texte marketing existant.

humanizer

> Réécrit un texte français pour qu'il sonne humain et non généré par IA, en retirant les tics lexicaux, les structures formulaiques et le ton chatbot, sans changer le sens ni le registre. À utiliser quand l'utilisateur demande d'« humaniser », de « dé-IA-iser », de rendre un texte « moins ChatGPT / moins robot / plus naturel », ou de relire un texte qui « sent l'IA » (post LinkedIn, email, fiche, page de site, argumentaire). On-demand uniquement : ne pas se déclencher sur une demande de rédaction normale, seulement quand le but explicite est de corriger le ton IA d'un texte existant.

linkedin

Skill LinkedIn personal branding tout-en-un, deux modes. MODE A (optimisation de profil) : audit complet section par section, contre un standard de profil excellent, avec scores, diagnostics, versions réécrites et tout ce qu'il faut optimiser. Fonctionne à partir d'une URL LinkedIn ET/OU d'un export PDF du profil, qu'il s'agisse de son propre profil ou de celui de quelqu'un d'autre. Déclenche sur partage d'une URL LinkedIn, d'un PDF de profil, 'optimiser mon profil LinkedIn', 'améliorer mon LinkedIn', 'réécrire mon titre/résumé LinkedIn', 'audit LinkedIn', 'auditer le profil LinkedIn de quelqu'un', 'mon profil LinkedIn est nul', 'rendre mon LinkedIn plus visible', 'générer plus de leads via LinkedIn'. MODE B (contenu lookalike) : analyse un export de posts LinkedIn, identifie les patterns gagnants, crée un profil ADN de contenu, génère 10 idées de posts alignées via recherche de tendances. Déclenche sur 'analyser mes posts LinkedIn', 'ce qui fonctionne dans mon contenu', 'reverse-engineerer mes meilleurs posts', 'idées de posts basées sur mes patterns', 'profil de contenu LinkedIn'. Si l'intention est ambiguë, demander quel mode.

marketing

Marketing produit et growth large : idées et leviers marketing, psychologie marketing, créa pub, campagnes paid (Google/Meta Ads), bannières, génération/édition d'images, vidéo IA, lead magnets, parrainage, community marketing, plan de lancement, go-to-market, contexte produit marketing, voix de marque/identité/messaging. Charge ce skill pour toute production marketing hors SEO, CRO, copywriting et social-media.

seo

Audit et optimisation SEO d'un site : audit technique/contenu/perf, SEO pour moteurs IA (citations LLM), pages 'alternatives à un concurrent', tracking analytics, ASO (fiche App Store/Play), et soumission du produit à des annuaires en ligne (annuaires SaaS/IA/no-code/MCP pour backlinks + visibilité). Charge ce skill pour auditer, diagnostiquer ou améliorer le référencement d'un site.

social-media

Stratégie de contenu et création de contenu pour les réseaux sociaux (LinkedIn, Instagram, etc.). Charge ce skill pour planifier une stratégie de contenu social ou créer/optimiser des posts. Pour le LinkedIn perso de Boris, préférer linkedin-boris.