LYLynn YangGrowth Marketing Portfolio
CASE 06 · LIFECYCLE & CRM SYSTEM

Lifecycle Management & CRM Automation System

Turning disconnected email and SMS flows into a stage-based lifecycle system across acquisition, checkout recovery, onboarding, replenishment, and re-engagement.

Built a scalable CRM operating system that connected customer stage, decision barrier, next-action intent, product relationship, and channel role—while adapting automation journeys to different products and purchase contexts.
39% → 58%Lifecycle Automation Share of CRM RevenueTotal CRM-attributed revenue increased 130% year over year.
+96%Abandoned Checkout Flow Revenue GrowthA barrier-led recovery sequence replaced repeated reminders.
0.67% → 1.15%Replenishment Orders per RecipientA 71% increase after Flow optimization.
01 · Lifecycle Architecture

Map the customer journey before expanding automation

The two framework graphics were divided into four landscape-ready views. Together they show how customer stage, decision state, next action, supporting Flow, and channel role connect across the main-site lifecycle.

Customer Stage
Decision Barrier
Next-Action Goal
Supporting Flow
Channel Role
02 · Abandoned Checkout Design Logic

From customer hesitation to F1 and S1 recovery journeys

The research process, message-design principles, and product-specific F1/S1 Flow structures are presented in one carousel. This keeps the full design story together—from understanding why customers stop to assigning each touchpoint a distinct conversion job.

+96%

Abandoned Checkout Flow Revenue Growth

The redesigned sequence moved from purchase-pressure reduction to value explanation, confidence building, risk reduction, and final action—while adapting message emphasis to the different decision contexts surrounding F1 and S1.

03 · Lifecycle Email Execution Examples

Selected executions across checkout recovery and post-purchase engagement

All actual email examples are grouped in one section and one carousel. The original vertical proportions are preserved; each slide combines related executions and explains the message role they played.

04 · System Value

What this lifecycle system established

The work created a reusable operating framework for planning, adapting, and extending CRM automation across products and customer stages.

01Lifecycle Segmentation FrameworkA shared structure for defining customer states, decision barriers, and progression goals.
02Barrier-Led Automation MethodA repeatable process for turning hesitation into message roles, timing, and channel decisions.
03Scalable CRM ArchitectureA system that can expand across products, customer stages, and repeat-purchase opportunities.