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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 × 50% existing rate)
- → +150 paid customers (750 × 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 × 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 × 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
About This Skill
Analyze conversion funnels to identify drop-off bottlenecks, compare segment performance, and estimate revenue impact of optimization opportunities.
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