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Customer Analytics: 6 Key Types Of Customer Analytics & How To Collect Data For Analyses?

Userpilot

How can you leverage customer analytics to drive product growth in your SaaS business? In this article, we’ll discuss the 6 different types of customer analytics and how you can collect data for each of them. There are four categories of customer analytics: descriptive, diagnostic, prescriptive, and predictive.

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Your Guide to User Behavior Analytics (UBA) for SaaS

Userpilot

Collecting and interpreting user behavior analytics is crucial due to the extreme competitiveness in the SaaS space, which only continues to escalate. This guide will go over what user behavior analytics are, why they’re important, what you can track, and how to analyze user behavior. UI/UX optimization.

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How AI Transformation Impacts the Digital Marketing Industry

The Product Coalition

With AI technology, marketers can identify microtrends and even predict trends, saving time and resources through automated digital marketing services. The marketing industry is not immune to this digital transformation, as prominent brands are beginning to take advantage of the opportunities it presents. billion U.S.

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Customer Sentiment Analysis: What Is It and How To Collect Data for Sentiment Analysis [Best Tools Included]

Userpilot

Wondering how customer sentiment analysis can improve your product’s customer experience and generate more profits? Today’s businesses use numerous sentiment analysis tools to figure out the different emotions that customers go through while exploring your products and services. What is customer sentiment analysis?

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11 User Flow Examples + How to Inform UX Design With Them

Userpilot

This article shows you 11 examples across different user journey stages. We also cover best practices to help you create logical user flows and develop memorable user experiences. TL;DR A user flow is a visual representation of the steps a user takes to achieve a specific goal within a website or app.

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Emotion AI: How Far Can It Go?

The Product Coalition

Emotion AI, like any other AI technique, requires data to enhance performance and comprehend user emotions. The data differs from use case to use case. Later, these features are pre-processed and used to train a machine learning algorithm that can precisely predict the emotional states of users.

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What is a Customer Path in SaaS & How to Create a Successful One

Userpilot

That’s because effective product engagement is only possible when you have enough context on the customer’s journey and can visualize the ways users interact with your software. TL;DR A customer path or consumer path is a map for visualizing how users navigate across your product. Number of demos booked.