data-driven optimization

Youku Technology

Sep 8, 2022 · Product Management

Comprehensive Data‑Driven Analysis of Youku Play Conversion Rate and Optimization Strategies

This article defines Youku’s play conversion rate, explains its strategic importance, presents a multidimensional decomposition and contribution model, warns of Simpson’s paradox, outlines funnel and attribution analyses, and shows how data‑driven insights and a BI dashboard drove concrete optimization projects that measurably increased the metric.

data-driven optimizationmetric decompositionplay conversion

0 likes · 23 min read

Comprehensive Data‑Driven Analysis of Youku Play Conversion Rate and Optimization Strategies

Qunhe Technology User Experience Design

Nov 22, 2021 · Product Management

How a Six-Person Team Built a Multi-Million Membership Business from Scratch

This article details how a six‑person SaaS team built a multi‑million‑revenue C‑end membership program from scratch, covering product definition, user journey, lifecycle modeling, automated marketing, and data‑driven growth experiments that drove over 50% year‑over‑year renewal improvements.

SaaSdata-driven optimizationmembership growth

0 likes · 13 min read

How a Six-Person Team Built a Multi-Million Membership Business from Scratch

DataFunTalk

Nov 2, 2020 · Product Management

Applying User Profiling Across the User Lifecycle to Optimize E‑commerce Product Chains

This article explains how user profiling, using models like AARRR and RARRA, can be applied at each stage of the user lifecycle—pre‑acquisition, active use, and post‑churn—to enhance e‑commerce product chain optimization through data‑driven insights, channel selection, and personalized services.

AARRRE-commerceRARRA

0 likes · 13 min read

Applying User Profiling Across the User Lifecycle to Optimize E‑commerce Product Chains