A pilot is a small-scale release of a product or feature to a select group of users, aimed at collecting valuable feedback. This article provides the guide you need. As you read on, you will learn the key steps to launch a successful pilot and how to analyze the results. We also covered the difference between a pilot and an MVP and when to use which.
Cohort retention analysis is an essential tool for product and marketing teams aspiring to reduce customer churn and maximize customer lifetime value. If you want to see how to carry out detailed retention analysis in Userpilot and use the insights to boost user engagement, book the demo!
![What Product Vision Actually Is [+ 4 Frameworks for Writing One]](https://blog-static.userpilot.com/blog/wp-content/uploads/2026/05/product-vision-featured-image-1024x512.png)
What are some good product vision examples? How is the product vision different from the company vision? What makes a great product vision? How should product managers develop effective product vision statements?
User behavior analysis is the process of studying user activity inside the product aimed at identifying user needs and pain points and improving UX. Analyzing user behavior helps teams make data-driven decisions about product development, improve product usability, and even forecast future product performance and trends.
35% of startups fail because there is no market need. This is because they haven’t conducted any customer research to determine whether the product they are building is actually what customers want. This article will examine quantitative data, the difference between quantitative and qualitative data, and how to collect the former.
Whether you’re introducing a new product, releasing an upgrade, or announcing advanced features, outlining a product launch strategy can help align your efforts in the right direction. In this article, we’ll dig deeper into key metrics and tools to help you get started with product launch analytics.
