Remove Machine Learning Remove Text Analytics Remove Unstructured Data
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Lesson #4: Text Analytics Is More Than A VoC Feature; It's An Absolute Must-Have

PeopleMetrics

Enter text analytics. No matter how you are listening to customers (solicited, unsolicited, verified, observed), the data you will ultimately collect will be one of two types: structured or unstructured. The question then becomes this: how do we make sense out of these unstructured comments from customers?

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6 Reasons Why Unstructured Data Is Key to an Effective Retention Program

VOZIQ

While structured customer data can tell you how many customers may cancel, unstructured data can reveal your customers’ wants, needs, concerns, expectations, and reasons for potentially canceling. Here are six ways unstructured data strengthen customer retention strategies: 1. So, delay no more!

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Track Performance and Boost Operational Efficiency With Contact Center Analytics

SurveySensum

Instead of relying on the traditional method of manually keeping track of customer interactions, feedback, and agent performance, contact center analytics centers around improving and optimizing customer service processes with the help of advanced analytics like AI, machine learning, etc. Let’s understand each of them.

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The Future of Customer Experience: Embracing AI, Predictive Analytics

SurveySensum

We are so used to Netflix’s recommendations, the tailored playlist of Spotify, shopping recommendations of Amazon, etc, so much so that according to McKinsey 35% of Amazon and 75% of Netflix recommendations are provided by machine learning algorithms.

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B2B: When & Where AI for Customer Experience Fits

InteractionMetrics

“…for most [machine learning] projects, the buzzword “AI” goes too far. Unstructured data is invaluable for understanding customers’ feelings and thoughts, but only if your analysis respects the nuances. But for many companies, adding AI to analyzing unstructured data is not always required.

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11 best Voice of the Customer tools to listen to your customers effectively

SurveySensum

A VOC tool is software that allows you to collect feedback and generate in-depth analysis reports from unstructured data. These tools come with inbuilt applications to collect feedback, analyze texts and sentiments, provide visual analytics, and more. Text extraction. in seconds using machine learning.

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Qualtrics vs Medallia: A Detailed Comparison (2025)

SurveySensum

What is Medallia – Platform Overview Medallia is an experience management platform that uses experience data points called signals to help drive growth. This AI-enabled experience management solution helps you identify top customer sentiments from unstructured data with its text analysis and gives you actionable insights.