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Architecture and Beyond
Architecture and Beyond
Dec 30, 2023 · Product Management

15 Essential SaaS Business Metrics Every Technical Professional Should Understand

This article explains the origins of SaaS, outlines the Chinese market landscape, and details fifteen crucial business metrics—including acquisition cost, LTV, MRR, ARR, NDR, and retention indicators—while also covering product development stages, GTM strategies, and growth models such as PLG and SLG for SaaS startups.

Growth StrategiesLTVMRR
0 likes · 25 min read
15 Essential SaaS Business Metrics Every Technical Professional Should Understand
Liulishuo Tech Team
Liulishuo Tech Team
Nov 23, 2022 · Product Management

Understanding and Estimating Lifetime Value (LTV) in Business: Concepts, Methods, and Applications

This article explains the concept of Lifetime Value (LTV), presents a two‑step estimation method based on purchase pathways, evaluates model accuracy with real data, and discusses practical applications such as acquisition guidance, fine‑grained operations, and product iteration decisions.

CACCustomer Lifetime ValueLTV
0 likes · 7 min read
Understanding and Estimating Lifetime Value (LTV) in Business: Concepts, Methods, and Applications
DataFunSummit
DataFunSummit
Oct 16, 2022 · Artificial Intelligence

Applying and Building LTV Models for User Growth

This article explains the concept of Lifetime Value (LTV), how it can be decomposed into Life Time and ARPU, outlines the five stages of user growth where LTV can be applied, discusses key dimensions for LTV estimation, and presents practical modeling and data‑pipeline approaches for device‑level LTV prediction.

LTVLifetime Value Modelingdata science
0 likes · 14 min read
Applying and Building LTV Models for User Growth
DataFunTalk
DataFunTalk
Jan 20, 2022 · Product Management

User Lifecycle Management: Definitions, Segmentation, Metrics, and Operational Strategies

This comprehensive guide explains user lifecycle concepts, including definitions of lifetime and LTV, segmentation methods, stage-specific operational tactics, system architecture, and key performance indicators to help product teams optimize acquisition, growth, retention, and revenue across the entire user journey.

LTVgrowth strategyproduct analytics
0 likes · 14 min read
User Lifecycle Management: Definitions, Segmentation, Metrics, and Operational Strategies
DataFunSummit
DataFunSummit
Jul 28, 2021 · Fundamentals

Understanding User Lifetime Value (LTV) and Its Calculation Methods

This article explains the concept of User Lifetime Value (LTV), its importance in modern business, the stages of a user’s lifecycle, key characteristics of LTV, the problems it can solve, and various analytical methods—from simple arithmetic formulas to machine‑learning and neural‑network models—for estimating LTV.

LTVUser Lifetime Valuebusiness analytics
0 likes · 12 min read
Understanding User Lifetime Value (LTV) and Its Calculation Methods
Liulishuo Tech Team
Liulishuo Tech Team
Apr 30, 2018 · Product Management

Evaluating Customer Acquisition: Metrics, ROI, and LTV Calculation

This article explains how to assess customer acquisition by defining key metrics such as new users, retained users, ROI, and LTV, detailing their calculations, assumptions, and practical steps for product teams to measure and improve acquisition efficiency throughout a product’s lifecycle.

LTVROIcustomer acquisition
0 likes · 10 min read
Evaluating Customer Acquisition: Metrics, ROI, and LTV Calculation