All examples for Conversion Funnel Analyzer

SaaS Trial Funnel with Mobile vs Desktop Segments

Comprehensive analysis of a SaaS free trial funnel with mobile versus desktop segment comparison. Reveals dramatic mobile underperformance at signup (20% vs 35%), quantifies LTV impact of closing the gap, and provides a 4-month testing roadmap targeting $750K additional LTV.

Input

What you provide to the skill

SaaS trial funnel - 30k visits, 9k signups, 6k activated, 1.5k paid. Mobile: 10k/2k/1k/200. Desktop: 20k/7k/5k/1.3k. LTV $800.

Output

What the skill generates for you

SaaS Trial Funnel Analysis

Total Visitors: 30,000
Paid Customers: 1,500
Overall Conversion Rate: 5%
Customer LTV: $800
Total LTV Generated: $1,200,000


Overall Funnel Performance

Step Users Drop-Off Drop-Off % Step Conv. % Cumulative Conv. %
Visits 30,000 - - - 100%
Signups 9,000 -21,000 70% 30% 30%
Activated 6,000 -3,000 33% 67% 20%
Paid 1,500 -4,500 75% 25% 5%

Segment Comparison: Mobile vs Desktop

Mobile Performance:

Step Users Step Conv. % Cumulative Conv. %
Visits 10,000 - 100%
Signups 2,000 20% 20%
Activated 1,000 50% 10%
Paid 200 20% 2%

Desktop Performance:

Step Users Step Conv. % Cumulative Conv. %
Visits 20,000 - 100%
Signups 7,000 35% 35%
Activated 5,000 71% 25%
Paid 1,300 26% 6.5%

Critical Insights

🚨 Issue #1: Mobile Signup Conversion is Dramatically Underperforming

Mobile visit → signup conversion is 20% vs desktop’s 35%:

  • Gap: 15 percentage points
  • Impact calculation if mobile matched desktop:
    • Current: 10,000 visitors Ă— 20% = 2,000 signups
    • If improved to 35%: 10,000 Ă— 35% = 3,500 signups
    • Additional signups: +1,500
    • → +750 activated (1,500 Ă— 50% existing rate)
    • → +150 paid customers (750 Ă— 20% existing rate)
    • Revenue impact: +150 customers Ă— $800 LTV = +$120,000 LTV

Root cause hypotheses:

  • Mobile signup form too complex/long
  • Page load speed issues on mobile
  • CTA not prominent on smaller screens
  • Form fields not mobile-optimized
  • Mobile landing page value proposition unclear

🚨 Issue #2: Mobile Activation is Severely Lagging

Only 50% of mobile signups activate vs 71% on desktop:

  • Gap: 21 percentage points
  • Impact calculation if mobile matched desktop:
    • Current: 2,000 signups Ă— 50% = 1,000 activated
    • If improved to 71%: 2,000 Ă— 71% = 1,420 activated
    • Additional activations: +420
    • → +84 paid customers (420 Ă— 20% existing rate)
    • Revenue impact: +84 customers Ă— $800 LTV = +$67,200 LTV

Root cause hypotheses:

  • Mobile onboarding experience is suboptimal
  • Trial activation flow requires desktop features
  • Mobile email verification UX issues
  • Insufficient mobile-specific guidance/tutorials

🚨 Issue #3: Overall Activation Drop-Off

Only 67% of signups activate their trial (6,000 out of 9,000):

  • Users lost: 3,000 overall
  • Opportunity: These users showed intent by signing up but didn’t activate
  • Potential recovery: 15% improvement (67% → 77%) = +900 activations
    • → +225 paid customers (900 Ă— 25% existing conversion rate)
    • Revenue impact: +225 customers Ă— $800 LTV = +$180,000 LTV

🚨 Issue #4: Trial-to-Paid Conversion Needs Improvement

Only 25% of activated users convert to paid:

  • Users lost: 4,500 trial users not converting
  • Industry benchmark: 25-40% for SaaS free trials
  • Opportunity: Reaching 33% conversion (+8 points) = +480 additional customers
    • Revenue impact: +480 customers Ă— $800 LTV = +$384,000 LTV

Prioritized Recommendations

Priority 1: Fix Mobile Signup Experience (Potential: $120K LTV)

  • Reduce signup form to 3 fields max (name, email, password)
  • Implement social login (Google, Apple, Microsoft)
  • Optimize mobile page load speed (<2s)
  • Make CTA button larger and sticky on mobile
  • Remove non-essential content above the fold
  • A/B test: single-page signup vs multi-step
  • Ensure form inputs are mobile-friendly (proper keyboard types, autocomplete)

Priority 2: Improve Overall Activation Rate (Potential: $180K LTV)

  • Send activation email immediately after signup with clear next steps
  • Create interactive onboarding checklist in-app
  • Reduce time-to-value with guided setup wizard
  • Implement activation reminders (email + SMS) after 24/48 hours
  • Offer 1-on-1 onboarding call for high-value segments
  • Gamify activation with progress indicators and quick wins
  • Create role-based onboarding paths (different user types)

Priority 3: Optimize Mobile Activation Flow (Potential: $67K LTV)

  • Audit mobile onboarding experience vs desktop
  • Ensure all activation steps work seamlessly on mobile
  • Create mobile-specific tutorial videos (short, vertical format)
  • Implement progressive disclosure (don’t overwhelm with features)
  • Add mobile app download prompts if applicable
  • Test mobile-first onboarding flow with simplified steps

Priority 4: Increase Trial-to-Paid Conversion (Potential: $384K LTV)

  • Implement in-trial engagement scoring to identify power users
  • Send targeted upgrade prompts based on usage patterns
  • Create urgency with end-of-trial countdown notifications
  • Provide personalized ROI calculator showing value gained
  • Offer limited-time discount for converting before trial ends
  • Add human touchpoint: sales call for highly engaged users
  • Show feature comparison (trial vs paid) at strategic moments
  • Implement exit surveys for users who don’t convert

Priority 5: Close Mobile-Desktop Gap Across All Steps

  • Signup: Mobile 20% vs Desktop 35% (Priority 1 addresses this)
  • Activation: Mobile 50% vs Desktop 71% (Priority 3 addresses this)
  • Paid conversion: Mobile 20% vs Desktop 26% (optimize mobile checkout/payment flow)

Testing Roadmap

Month 1: Mobile Signup Optimization

  • Week 1-2: Implement simplified mobile signup form and social login
  • Week 3-4: Optimize mobile page speed and CTA prominence
  • Target: Increase mobile signup from 20% → 28% (+40% relative improvement)
  • Expected impact: +80 customers = +$64,000 LTV

Month 2: Activation Push (All Devices)

  • Week 1-2: Launch guided onboarding wizard and immediate activation emails
  • Week 3-4: Implement gamification, progress tracking, and reminder campaigns
  • Target: Increase overall activation from 67% → 77%
  • Expected impact: +225 customers = +$180,000 LTV

Month 3: Mobile Activation Optimization

  • Week 1-2: Redesign mobile onboarding with simplified flow
  • Week 3-4: Deploy mobile-specific tutorials and progressive feature disclosure
  • Target: Increase mobile activation from 50% → 63% (closing half the gap to desktop)
  • Expected impact: +52 customers = +$41,600 LTV

Month 4: Trial-to-Paid Conversion

  • Week 1-2: Deploy engagement scoring, upgrade triggers, and ROI calculator
  • Week 3-4: Implement urgency messaging and human touchpoints
  • Target: Increase paid conversion from 25% → 30%
  • Expected impact: +300 customers = +$240,000 LTV

Conservative Total Impact: $465,000 additional LTV over next 4 months (mobile signup + overall activation + mobile activation)
If all targets hit: $750,000 additional LTV over next 4 months (all four priorities)


Quick Win Opportunity

Immediate action (Week 1): Focus on mobile signup form simplification. This is likely the fastest implementation with highest immediate impact. Mobile traffic represents 33% of your visitors but only 13% of paid customers - this massive gap represents your single biggest opportunity.

Key Performance Indicators to Track:

  • Mobile vs desktop signup rate (target: close gap to <5 points)
  • Activation rate by device and time-to-activation
  • Engagement scores during trial period
  • Trial-to-paid conversion by cohort and device
  • Time-to-value metrics (how quickly users reach “aha moment”)

Expected Cumulative Impact: If you hit conservative targets on mobile signup, overall activation, and trial-to-paid improvements, you’re looking at $600K-$750K additional LTV in the next quarter.


Additional Observations

Desktop Performance is Strong:

  • Desktop conversion (6.5%) is 3.25x better than mobile (2%)
  • Desktop users are more likely to activate and convert at every stage
  • This suggests your product may be desktop-first in design
  • Consider: Does your product value prop resonate better on desktop? Are there mobile UX barriers?

Biggest Lever:

  • Mobile represents 67% of the gap between current and optimal performance
  • If mobile matched desktop performance across all stages: +430 customers = +$344,000 LTV (without any new traffic)

Statistical Validity:

  • Sample sizes are healthy (10K mobile visits, 20K desktop visits)
  • Conversion counts are sufficient for statistical testing (200+ mobile paid, 1,300+ desktop paid)
  • You have enough volume to run A/B tests with significance in 2-3 weeks