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Redefining Customer Feedback: Embracing Comprehensive Metrics for Accurate Sentiment Analysis

ECXO

Redefining Customer Feedback: Embracing Comprehensive Metrics for Accurate Sentiment Analysis Introduction The Net Promoter Score (NPS) has long been a widely used metric for assessing customer loyalty, satisfaction, and the potential for customer churn as a relationship and transactional metric.

Metrics 365
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CX 101: What Is a Cluster Analysis? 

InMoment XI

In data analysis terms, this can be a real advantage, giving us clear, definite numbers on which to base future decisions. Cluster analysis is an answer to this problem. With cluster analysis, data analysts can construct data groups (or clusters ) based on a range of similarities and differences. What Is Cluster Analysis?

Analysis 397
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What Is Sentiment Analysis? Definition, Types, Importance, and More

InMoment XI

This is where sentiment analysis comes into play. What Is Sentiment Analysis? Sentiment analysis is a term that describes the tools and strategies designed to help organizations extract unspoken meaning and emotion from text. How Does Sentiment Analysis Work?

Analysis 370
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What is Voice of the Customer? [+ how to get data analysis]?

Lumoa

From qualitative to quantitative information, actively soliciting feedback to passively analyzing user behavior, text analysis to interviews, VoC data collection can run the gamut. Most companies today use metrics like NPS, CSAT, and online ratings to gauge customer satisfaction, but they struggle to understand what drives these numbers.

Analysis 396
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The 2023 Customer Experience Management Value Index

In the complex ecosystem of CX tools developed for disparate use cases, metrics, and processes, Verint ranked as Exemplary through thorough analysis of product and customer experience in the Index. Verint is named an Exemplary Leader in the 2023 Customer Experience Management Value Index by Ventana Research.

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What is the Role of AI in Customer Feedback Analysis?

Lumoa

But it is no longer a challenge, thanks to modern technologies like martech tools and back-office solution software and the use of artificial intelligence (AI) in customer feedback analysis. Let’s talk a bit more about how the use of AI tools transforms customer feedback analysis in the next part of this blog.

Analysis 195
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5 Creative Ways to Use AI for Sentiment Analysis

Lumoa

The secret lies in the capabilities of AI and its proficiency in conducting sentiment analysis. In this article, we’ll explore five innovative and creative ways to leverage AI for sentiment analysis. However, this manual sentiment analysis has its limitations and challenges.

Analysis 195