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DevOps

Feb 25, 2024 · Product Management

User Demand Insight: Methods for Identifying, Analyzing, and Communicating Real User Needs

This article explains how product managers can systematically uncover genuine user requirements through demand collection, competitive analysis, interviews, surveys, and effective communication tools such as personas, story maps, and demand pools, ensuring that B2B products truly solve real problems.

Competitive AnalysisDemand InsightRequirement Gathering

0 likes · 14 min read

User Demand Insight: Methods for Identifying, Analyzing, and Communicating Real User Needs

DataFunSummit

Jul 13, 2023 · Product Management

Growth Analysis Methodology and Practice: Building Metric Systems and Closing the Analysis Loop

This article presents a comprehensive guide to growth analysis, covering basic methodologies, construction of a growth metric system, end‑to‑end analysis loops, practical case studies, emerging metric scenarios, and the upgraded professional version of the growth analysis platform.

A/B testingGrowth Metricsdata-driven growth

0 likes · 22 min read

Growth Analysis Methodology and Practice: Building Metric Systems and Closing the Analysis Loop

DaTaobao Tech

Jun 19, 2023 · Product Management

User Experience Analysis of Taobao Detail Page Using User Journey and VOC Data

The article, the second in a ten‑part Taobao APP UX series, explains how module‑level user‑journey metrics and Voice‑of‑Customer chat data are collected, labeled with a BIO‑CRF taxonomy, clustered via DBSCAN, and correlated to identify size and quality concerns on the men’s‑clothing detail page, prompting module redesigns, A/B tests, and resulting in higher conversion rates and reduced dwell time.

A/B testingVOCbig data

0 likes · 11 min read

User Experience Analysis of Taobao Detail Page Using User Journey and VOC Data

Airbnb Technology Team

Jul 13, 2022 · Product Management

User Segmentation and Journey Mapping for Intelligent Customer Service: Insights for Positive and Negative Explorers

The article examines intelligent customer‑service user segmentation into positive and negative explorers, maps their three‑stage journey—information discovery, focused problem solving, and escalation—and proposes design guidelines and tailored product strategies, such as clearer UI, precise suggestions, and rapid human‑hand‑off, to improve satisfaction.

AIIntelligent Customer ServiceUser Research

0 likes · 7 min read

User Segmentation and Journey Mapping for Intelligent Customer Service: Insights for Positive and Negative Explorers