Analytics Articles

Discover how prescriptive analytics helps businesses level up their decision-making by using past data and future trends to make well-informed choices that work.

Unlock the secrets to past events and uncover patterns and trends with descriptive analytics. Discover how these measures help inform actionable insights.

Unlock the power of predictive analytics for your product. Discover its applications, benefits, and techniques in this comprehensive guide from Amplitude.

Explore what healthcare analytics is, how it drives impact, and where to use it. Discover why it’s critical to advancing health outcomes and company objectives.

See your digital touchpoints through your users' eyes. Learn what digital experience analytics are, why tracking them is essential, and how to use the insights.

Discover the potential of ecommerce analytics. Follow our guide to fully understand your customers, improve experiences, and uplevel your business performance.

Financial analytics turns your raw data into forward-looking, actionable information that improves growth and efficiency, leading your business to success.

Use revenue analytics to turn guesswork growth tactics into data-backed plans that boost your profits. Learn how to analyze and optimize your revenue streams.

Explore the basics of marketing analytics, including what it is, the insights it offers, and how to use it. Understand your data and access valuable takeaways.

Discover how enterprise analytics drives data-driven decisions, efficiency, and growth. Learn its impact on diverse business aspects and how Amplitude can help.

Learn what heatmaps are, how they work, best practices for analysis, and how they can help you optimize your site and app experiences for higher conversions.

Uncover the realm of big data analytics: its impact, tools, challenges, and real-world applications across industries. Dive into data-driven insights now.

Unlock the "why" behind data with diagnostic analytics. Discover its importance, techniques, and how tools like Amplitude Analytics help drive success.

Understanding your mobile users is vital. Learn how to use mobile analytics to ensure your app meets user needs and stands out among app store competition.

Session replay captures real user actions on your site or app, turning clicks and scrolls into insights that reveal friction, boost engagement, and guide better product decisions.

Start turning every user action into a growth opportunity. With event tracking, you can see exactly how people engage, spot friction fast, and make data-driven decisions that boost results.

What is Time to Value (TTV): the time it takes customers to reach their first meaningful outcome. Learn how to measure, track, and reduce TTV with analytics and experimentation in Amplitude.

What are Rage Clicks: repeated rapid clicks that signal user frustration. Learn how analytics tools detect rage clicks and how to fix friction points that hurt conversions.

Unlock the "why" behind data with diagnostic analytics. Discover its importance, techniques, and how tools like Amplitude Analytics help drive success.

Understand resurrected users in product analytics, how to identify dormant users ready to return, and how to measure resurrection success

Understand where users abandon multi-step journeys and how to fix forms, performance, trust, and pricing to raise completion rates.

Understand how to run churn analysis step by step using behavioral, billing, support, and marketing data to identify risk early.

Explore the steps to predict churn, avoid common pitfalls like data leakage, and choose metrics like precision and recall

Understand where users abandon multi-step journeys and how to fix forms, performance, trust, and pricing to raise completion rates

Understand the core parts of a retention curve—cohorts, time intervals, and retention checkpoints—with clear examples.

Set up product analytics in minutes. The Amplitude CLI Wizard detects your framework, proposes events from your codebase, and instruments your app in one terminal session.

Vibe coding gets you to v1. Analytics gets you to product-market fit. Learn what to track and how to set up Amplitude in minutes.

Go from zero to tracking user behavior in minutes. Compare CLI setup, autocapture, manual event tracking, and hybrid approaches to find the fastest path.

Add product analytics to your Lovable app with Amplitude. Go beyond pageviews with event tracking, user identification, and behavioral analysis.

Add analytics to your Replit app with Amplitude. Go beyond deployment metrics with event tracking, user identification, and behavioral analysis.

Churn is the rate at which customers stop using a product. Learn what churn means in business, how to calculate it, and why it matters for growth.

Product analytics tracks how users interact with your digital product. Learn key metrics, analysis types, and benchmarks from 10,600+ products.

An AI evaluation (or eval) is a repeatable test that measures whether an AI system produces output meeting defined quality criteria. Here's what product teams need to know.

An AI trace is the complete record of a single AI interaction: what the user asked, what the model did, and what happened next. Here's what PMs need to know.

An offline eval tests your AI system against a fixed dataset before it ships. Learn what offline evals are, how to build one, and when to use them alongside online evals.

An online eval scores your AI system's outputs against real production traffic, continuously. Learn how online evals work, what they catch, and how they pair with offline evals.

Trace analysis is how product teams inspect AI interactions to find failures and improve quality. Here's what it is, how it works, and why PMs need it.