user acquisition

NetEase Cloud Music Tech Team

Jan 25, 2024 · Backend Development

Cloud Music RTA Advertising and User Acquisition System: Architecture and Optimization Practices

NetEase Cloud Music’s RTA advertising system delivers real‑time, personalized ads at massive scale by using isolated Nginx clusters, layered decoupling, asynchronous Netty/Redis processing, and optimized storage with hash‑based key compression and Protostuff serialization, while supporting automated audience selection and in‑app attribution to boost user acquisition.

Advertising TechnologyHigh Performance ComputingRTA advertising

0 likes · 12 min read

Cloud Music RTA Advertising and User Acquisition System: Architecture and Optimization Practices

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

Data Thinking Notes

Dec 21, 2023 · Product Management

Mastering Growth Metrics: Methodologies, Frameworks, and Real‑World Cases

This article explains Douyin’s growth‑analysis methodology, how to construct a comprehensive growth‑metric system with North‑Star indicators and hierarchical metric layers, the end‑to‑end analysis loop, new scenario‑driven metric applications, and a detailed case study on improving video‑submission rates.

AB testingdata analysisgrowth

0 likes · 24 min read

Mastering Growth Metrics: Methodologies, Frameworks, and Real‑World Cases

Xingsheng Youxuan Technology Community

Mar 2, 2023 · Product Management

Why Traditional Growth Tactics Fail: Lessons from Three Years of Community E‑Commerce Subsidies

The article reflects on the 2020‑2022 subsidy wars in community e‑commerce, exposing classic growth misconceptions, the limits of traffic‑centric strategies, the pitfalls of single‑metric thinking, and the need for holistic, value‑driven product management to achieve sustainable user growth.

e-commercegrowthmarketing

0 likes · 16 min read

Why Traditional Growth Tactics Fail: Lessons from Three Years of Community E‑Commerce Subsidies

DataFunSummit

Nov 9, 2022 · Product Management

Intelligent Advertising and Growth Platform: Strategies, Systems, and RTA/DPA Techniques

This article presents a comprehensive overview of Tencent's growth platform, detailing the challenges of multi‑channel advertising, the architecture of the intelligent投放 system, automated bidding formulas, RTA and DPA strategies, and the integrated pull‑to‑push approach for user acquisition and retention.

DPARTAadvertising

0 likes · 15 min read

Intelligent Advertising and Growth Platform: Strategies, Systems, and RTA/DPA Techniques

DataFunTalk

Oct 26, 2020 · Product Management

Intelligent Advertising and Growth Platform: Strategies and Technologies from Tencent

This article presents Tencent's growth platform, detailing challenges of multi‑channel traffic, material specifications, bidding strategies, and user segmentation, and explains the automated advertising system, RTA and DPA models, material generation pipelines, and the integrated pull‑to‑push approach for user acquisition and retention.

DPARTAadvertising

0 likes · 17 min read

Intelligent Advertising and Growth Platform: Strategies and Technologies from Tencent

DataFunTalk

Jul 2, 2020 · Product Management

Strategies for Expanding User Circles and Content Matching in Short‑Video Platforms

This article examines how short‑video platforms can expand into new user circles by leveraging external trend data, competitive analysis, KOL resources, precise content matching, and data‑driven product strategies to acquire, retain, and reactivate users while balancing growth and platform health.

AlgorithmKOLcontent strategy

0 likes · 14 min read

Strategies for Expanding User Circles and Content Matching in Short‑Video Platforms

Youku Technology

Dec 6, 2019 · Backend Development

Technical Architecture and Strategies of Youku's Demand‑Side Platform (DSP)

Youku’s Demand‑Side Platform combines integrated RTB channel access, sophisticated delivery strategies, personalized recommendation algorithms, and real‑time monitoring to acquire and re‑engage segmented users, optimizing budgets, creative performance, and conversion funnels while continuously iterating on traffic value estimation and bidding models.

AlgorithmDSPadvertising

0 likes · 13 min read

Technical Architecture and Strategies of Youku's Demand‑Side Platform (DSP)

Sohu Tech Products

Nov 8, 2018 · Product Management

Integrating the AARRR Pirate Model with Product Lifecycle Stages for Growth

This article explains the AARRR (Acquisition, Activation, Retention, Revenue, Referral) growth funnel, outlines the four product lifecycle phases, and demonstrates how combining the two frameworks can guide resource allocation and strategy across each stage, illustrated with a hypothetical shared‑bike case study.

AARRRProduct Lifecyclegrowth strategy

0 likes · 12 min read

Integrating the AARRR Pirate Model with Product Lifecycle Stages for Growth

Liulishuo Tech Team

Dec 2, 2016 · Product Management

Estimating Daily Active Users (DAU) Using New Users and Retention Modeling

This article explains how to estimate future daily active users (DAU) for an app by modeling the accumulation of new users and their retention decay, addressing challenges of changing historical retention rates and proposing a combined approach using recent averages and curve‑fitted functions to predict long‑term user activity.

DAUforecastingproduct analytics

0 likes · 9 min read

Estimating Daily Active Users (DAU) Using New Users and Retention Modeling

Practical DevOps Architecture

Nov 16, 2015 · Operations

Internet Operations Framework: Acquisition, Retention, Conversion, and Activation

This article outlines a comprehensive internet operations framework that covers the four essential stages—acquisition, retention, conversion, and activation—detailing practical strategies for attracting users, keeping them engaged, encouraging purchases, and fostering ongoing activity through various marketing channels and user‑experience improvements.

growth marketinginternet operationsproduct management

0 likes · 11 min read

Internet Operations Framework: Acquisition, Retention, Conversion, and Activation