Tag

growth hacking

0 views collected around this technical thread.

Dual-Track Product Journal
Dual-Track Product Journal
May 16, 2025 · Product Management

Which Product Methodologies Are Real Gems or Toxic Advice? A Deep Dive

This article dissects popular product management frameworks—from user stories and Maslow's hierarchy to AARRR, growth hacking, and data models—explaining their definitions, practical applications, and common pitfalls, helping practitioners separate genuine value from misleading hype.

Design Thinkinganalyticsgrowth hacking
0 likes · 15 min read
Which Product Methodologies Are Real Gems or Toxic Advice? A Deep Dive
Qunhe Technology User Experience Design
Qunhe Technology User Experience Design
Jun 17, 2024 · Product Management

How to Quantify Product‑Market Fit: A Practical Guide for SaaS Growth

This article explains the stages of SaaS product development, introduces multiple methods for measuring product‑market fit—including retention, revenue, market perception, and Sean Ellis's survey—provides a questionnaire template, outlines calculation logic, and offers practical tips for applying the framework to drive growth.

PMF measurementSaaScustomer research
0 likes · 9 min read
How to Quantify Product‑Market Fit: A Practical Guide for SaaS Growth
360 Tech Engineering
360 Tech Engineering
Jan 3, 2024 · Product Management

What Is User Acquisition (Buy‑Volume) and How to Choose Effective Advertising Channels

The article explains the concept of "buy‑volume" user acquisition for mobile apps, outlines internal and external advertising channels such as search ads, feed ads, app‑store ads and KOL promotions, and provides a framework for selecting, evaluating and optimizing these channels based on product stage, target audience, budget and ROI metrics.

Mobile AdvertisingROIchannel selection
0 likes · 14 min read
What Is User Acquisition (Buy‑Volume) and How to Choose Effective Advertising Channels
ByteDance Data Platform
ByteDance Data Platform
Aug 19, 2022 · Product Management

How ByteDance Boosted New User Retention with Incentives and AB Testing

This article reviews ByteDance's practical growth case where the new video recommendation product “M” used a data‑driven incentive system and extensive AB testing to improve first‑week user retention, outlining the design, implementation steps, and methods for identifying core product functions.

AB testinggrowth hackingincentive design
0 likes · 9 min read
How ByteDance Boosted New User Retention with Incentives and AB Testing
DataFunTalk
DataFunTalk
Aug 18, 2022 · Fundamentals

Typical Applications and Classic Cases of A/B Testing

This article explains the origins of online A/B testing, outlines three typical product scenarios—recommendation, operations, and UI/UX—and presents classic case studies from companies like Bing, Google, Amazon, and TikTok to illustrate how controlled experiments drive data‑driven product optimization and measurable business impact.

A/B testingcase studiesdata-driven experimentation
0 likes · 15 min read
Typical Applications and Classic Cases of A/B Testing
流利说 Design Team
流利说 Design Team
May 26, 2021 · Product Management

Turning Simple Check‑In Features into Powerful Growth Engines at Liulishuo

This case study reveals how Liulishuo’s design and product teams leveraged check‑in gamification, friend‑invitation flows, and strategic banner placements—backed by rigorous A/B testing and data‑driven insights—to boost user engagement, optimize information‑flow ads, and improve overall product performance.

A/B testinggrowth hackinginformation flow ads
0 likes · 8 min read
Turning Simple Check‑In Features into Powerful Growth Engines at Liulishuo
37 Mobile Game Tech Team
37 Mobile Game Tech Team
Dec 8, 2020 · Product Management

What Is Growth Hacking? Master the AAARR Funnel and Data‑Driven Growth Strategies

This article explains the concept of growth hacking, its origins, the AAARR conversion funnel, key tactics for acquisition, activation, retention, revenue and referral, and how data‑driven experiments and viral marketing can systematically drive product growth.

AAARR FunnelData‑Driven MarketingViral Referral
0 likes · 9 min read
What Is Growth Hacking? Master the AAARR Funnel and Data‑Driven Growth Strategies
JD Retail Technology
JD Retail Technology
Apr 29, 2020 · Product Management

Data‑Driven Growth: From AARRR to RARRA and the Growth Hacking Methodology

This article explains how modern internet businesses can achieve rapid, cost‑effective expansion by shifting from the classic AARRR acquisition‑focused model to the retention‑centric RARRA framework, detailing the five growth stages, retention analysis, activation tactics, referral incentives, monetization strategies, and a systematic growth‑hacking methodology.

AARRRAcquisitionProduct Metrics
0 likes · 36 min read
Data‑Driven Growth: From AARRR to RARRA and the Growth Hacking Methodology
Hujiang Technology
Hujiang Technology
May 2, 2018 · Product Management

Understanding A/B Testing: Core Principles, Common Pitfalls, and Practical Design Steps

This article explains the fundamentals of A/B testing, illustrates its evolutionary analogy with Darwin's finches, highlights typical mistakes such as limited variants and improper sample division, and provides a step‑by‑step guide for designing rigorous experiments to drive product growth.

A/B testingdata analysisexperiment design
0 likes · 10 min read
Understanding A/B Testing: Core Principles, Common Pitfalls, and Practical Design Steps