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How to Conduct Qualitative Data Analysis? (+The Best Tool to Use)

User Pilot

Let’s face it: qualitative data analysis is vital to understanding why users act in a particular way and how they feel about your product in a way that quantitative product analytics can’t. This article will teach you how to analyze qualitative data to inform product development and improve the product experience.

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SaaS Churn: Myths, Benchmarks, and Strategies to Retain More Revenue

FastSpring

In the language of SaaS, I churned. And the experience got me thinking: Was immediate removal of paid features the best chance to keep me from churning? When did I officially count as “churned”? Did they count me as churned on the day I canceled? In part one, we cover benchmarks and common churn formulas.

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Survey Data Analysis for SaaS: Understanding User Feedback At Scale

User Pilot

Wondering how to unlock the full potential of your survey data and if survey data analysis will be of any help? The sheer volume of data generated can quickly become overwhelming, and this is where survey data analysis can help you. Let's check the 5 best survey data analysis methods for SaaS.

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How to Build a Churn Prediction Model to Predict Customer Churn

User Pilot

As your business grows and your focus shifts from acquiring new customers to retaining existing ones, churn prediction becomes an invaluable tool in your toolkit. Accurate churn prediction models help you improve the customer experience and prevent voluntary customer departures. What is churn prediction? Churn is expensive.

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$100 Million ARR Pivot: From Platform Product to Vertical Apps With Treasure Data CEO Kazuki Ohta (Podcast #506 and Video)

SaaStr

At $5 million ARR, the positioning shifted to a “big data-as-a-service” platform. The product grew more mature, with three main functions: data collection, data warehouse, and data analysis. . As a result, the logo churn went up, the NRR stopped increasing, and the deal rate decreased as the sales cycle got longer.

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Cohort Retention Analysis To Reduce Customer Churn

Baremetrics

Analyzing user behavior within a cohort is the starting point of a strategy to reduce churn. Baremetrics has cohort analysis built into its suite of advanced data analysis tools. 1 What is Cohort Analysis? Acquisition analysis uses cohorts of users grouped by when they signed up for your service.

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Behavior Patterns UX: 8 Types & How to Identify Patterns With Data Analysis

User Pilot

Analyze the funnel analysis report to identify where users are more engaged and parts of the funnel where drop-offs happen the most. Funnel analysis report generated with Userpilot. Path analysis : Track all the paths users take to achieve specific in-app goals. Identify happy paths to reduce churn and improve conversion rates.