End-to-End Journey Map
Mapped landing pages, signup steps, plan selection, and membership offers to isolate the highest-impact drop-offs.
CASE_STUDY: 010PAWPCRO
Multivariate CRO Across the Membership Journey
At PAWP, I revised the membership user journey and ran multivariate flow tests across landing, signup, plan selection, and trial-to-paid so affiliate and paid gains were not lost to conversion leaks.
TRIAL-TO-PAID
+34%
From multivariate journey testing across membership flows
The Challenge
Acquisition Was Improving. The Journey Still Leaked.
Affiliate and paid could send more of the right traffic, but membership conversion still leaked between landing and paid. One-off page tweaks were not enough.
I treated CRO the way I have in past growth roles: map the full journey, rank leaks by revenue proximity, then run multivariate tests across the flows that actually decided trial-to-paid.
SIGNUP DROP-OFFOFFER FRICTIONMOBILE LEAKSSOURCE BLIND SPOTS
Phase 01
Mapping the Membership Journey
Before testing variants, I needed a clear picture of where intent died and which sources were most sensitive to friction.
Source Segmentation
Broke abandonment down by device, paid vs affiliate entry, and offer type.
Revenue-Weighted Backlog
Ranked tests by expected membership value, not vanity conversion rate.
Cross-Channel Alignment
Made sure affiliate and paid teams saw the same funnel truth before experiments shipped.
Phase 02
Building a Multivariate Testing Loop
The short engagement still needed a system: clear variants, guardrails, and a way to roll winners into templates before the window closed.
Multi-Variant Flow Design
Designed tests across headline, offer framing, step order, and CTA placement inside the membership journey.
Mobile-First Priorities
Put mobile friction first where CAC was most sensitive to small completion-rate gains.
Statistical Guardrails
Set duration, sample size, and confidence rules so winners were real before deployment.
Reusable Test Templates
Turned proven patterns into templates the team could reuse after the engagement ended.
Shared Reporting
Synced experiment results with acquisition reporting so CRO wins showed up in CAC conversations.
Ranked Experiment Backlog
Kept the next tests ordered by impact so the program did not stall when one experiment finished.
Phase 03
Testing the Flows That Decided Paid
Once the loop was in place, experiments concentrated on the membership path decisions that moved trial-to-paid.
01. Landing & Offer Framing
Tested hero copy, membership benefits, and offer framing for paid and affiliate entry points.
02. Signup Step Order
Reordered and simplified signup steps where abandonment clustered on mobile and paid traffic.
03. Plan Presentation
Iterated on plan selectors and pricing presentation so users could choose with less hesitation.
04. CTA & Form Friction
Cut form fields and CTA ambiguity where completion rate was holding CAC hostage.
05. Winner Deployment
Shipped winners into default templates and documented losers so the team did not re-run dead ends.
Trial-to-Paid Sequencing
Tested trial framing and upgrade prompts during high-confidence moments in the journey.
USER JOURNEYTRIAL-TO-PAIDOFFERS
The Results
A Journey That Kept Affiliate and Paid Gains
Multivariate CRO turned the membership path into a system. Trial-to-paid improved, and acquisition channels no longer poured demand into the same leaks.
TRIAL-TO-PAID+34%
“Acquisition fixes fail if the journey still leaks. Multivariate testing across the membership flow is how trial-to-paid caught up to the traffic we were already buying and earning.”
Traffic up but trial-to-paid stuck?
I map the membership journey, rank the leaks by revenue, and run multivariate tests until conversion keeps the CAC wins you already earned.
Engagement Series
PAWP
Short growth lead engagement across affiliate quality, multivariate membership CRO, and programmatic Vet Finder SEO.
