CX Journey

JULY 10, 2014

To do that, we must have the right data at our fingertips. What is the right data? Analysis takes many forms because there will be many different types of data to make sense of. You''ll conduct linkage analysis to link customer and employee data, customer feedback with operational metrics, and all data to financial measures.

Unstructured Data 71

Unstructured Data Customer Experience VOE Data Mining 71

SurveySensum

FEBRUARY 24, 2025

Both Work With Unstructured Data : Both text and sentiment analysis deals with unstructured customer data and feedback, such as texts, emails, surveys, social media conversations, online reviews, etc. Heres how they overlap. Heres a step-by-step guide to integrating text and sentiment analysis into your CX strategy.

Sentiment Analysis 52

Sentiment Analysis Text Analytics Social Media Machine Learning 52

SurveySensum

DECEMBER 24, 2024

Analyze customer sentiments and extract actionable insights from unstructured data with SurveySensums AI-enabled text and sentiment analysis! It is an all-in-one platform where you can efficiently run multiple surveys like NPS, VOC, CES , CSAT, etc. UserReport UserReport is another great choice for a SurveyMonkey alternative.

Sentiment Analysis 52

Sentiment Analysis NPS AI Start-ups 52

Qualtrics

OCTOBER 9, 2020

Unstructured data is becoming an increasingly important part of a successful listening program. CX leaders all recognize the importance of a robust structured VoC data collection program. CX leaders all recognize the importance of a robust structured VoC data collection program.

Unstructured Data 20

Unstructured Data Sentiment Analysis CX Machine Learning 20

SurveySensum

MARCH 3, 2025

Analyze VOC on Multiple Channels The foundation of any successful social media monitoring strategy is a robust platform that can collect and analyze data from multiple sources. How Does Text Analytics Work for Social Media? So, lets explore the step-by-step process of how text analytics work for social media.

Text Analytics 52

Text Analytics Social Media Sentiment Analysis AI 52

SurveySensum

MARCH 3, 2022

VOC tools help you listen and comprehend the customer expectations, opinions, and feedback. And not just that, you can analyze the data and extract actionable insights to improve customer experience. . What are VoC tools? Mandatory features to look for in a great VoC tool? What are VoC tools? Lexalytics.

Voice of the Customer 52

Voice of the Customer VOC Sentiment Analysis Close the Loop 52

Comm100

APRIL 26, 2020

When we bring structured and unstructured data together inside of an effective Customer Experience Management platform, it’s amazing the story that can be told! Omni-channel unstructured customer feedback makes things even more challenging. It seems like such a simple thing to act on the data you have.

CX 52

CX Unstructured Data CXM Real Estate 52

Confirmit

APRIL 29, 2019

Sarah Simon, VoC Program Renovation. Try using unstructured data to capture feedback without having to ask for it at every touchpoint. And one last treat from Stan is his book “ The Grey Goldfish” that explores how to manage across generations is available for FREE on Amazon. Happy reading and thanks Stan!

CX 40

CX Unstructured Data VOC NPS 40

Execs In The Know

DECEMBER 6, 2021

Use surveys, agent notes (unstructured data), and one-on-ones with frontline managers to identify what broken processes or poor technologies agents are dealing with day after day that are never fixed. 2: Uncover Key Irritants. Understand what the most impactful irritants are for customers and employees and fix those first.

Contact Center 52

Contact Center CX Unstructured Data Social Media 52

Execs In The Know

DECEMBER 6, 2021

Use surveys, agent notes (unstructured data), and one-on-ones with frontline managers to identify what broken processes or poor technologies agents are dealing with day after day that are never fixed. 2: Uncover Key Irritants. Understand what the most impactful irritants are for customers and employees and fix those first.

Contact Center 52

Contact Center CX Unstructured Data Social Media 52

Adrian Swinscoe

OCTOBER 12, 2023

Nate joins me today to talk about the recent […] The post Brands don’t need more feedback or survey data to better understand their customers – Interview with Nate Sanders of Artifact first appeared on Adrian Swinscoe. Today’s interview is with Nate Sanders, the co-founder and CEO of Artifact, the customer experience forecasting company.

Unstructured Data 100

Unstructured Data Customer Experience Artificial Intelligence Business Growth 100

PeopleMetrics

JANUARY 16, 2025

In Lesson #3 of Listen or Die , I wrote about the power of Voice of the Customer (VoC) programs to act as a single source of truth for all customer feedback. The foundation of this integration is a VoC software platform! Example : A retail chain uses an AI-powered VoC platform to merge survey data with social reviews.

VOC 71

VOC AI Sentiment Analysis E-commerce 71

PeopleMetrics

JULY 31, 2018

Almost any VoC software platform can easily analyze these data and create graphs to aggregate and compare the responses: Maybe 30% of respondents were very satisfied, 35% very dissatisfied, and so forth. The question then becomes this: how do we make sense out of these unstructured comments from customers? Here’s how it works.

Text Analytics 79

Text Analytics VOC Unstructured Data CEM 79

Fonolo

NOVEMBER 17, 2020

With that in mind, Data Scientists have become more desirable since it’s the management and use of all this data that will be the key differentiator. Ultimately, businesses need to find more ways to connect the mix of structured and unstructured data, helping them better address their customers’ needs.

Contact Center 176

Contact Center CX Social Media Omnichannel 176

SurveySensum

APRIL 15, 2025

This is where Voice of Customer (VoC) tools come into play. VoC tools allow you to discover how your customers feel about your products and services, understand their expectations, and find ways to deliver the best customer experience possible. Let’s dive in and learn more about these VoC tools! What are VoC tools?

Voice of the Customer 52

Voice of the Customer VOC Sentiment Analysis Close the Loop 52

Confirmit

MAY 29, 2018

What is Voice of the Customer (VoC)? Voice of the Customer refers to the way an organization collects customer feedback, analyzes the data, distributes it to the right people and takes action on these insights in order to generate financial benefits. How Do You Build a Voice of the Customer Program?

Voice of the Customer 40

Voice of the Customer VOC Customer Journey Map Net Promoter Score 40

PeopleMetrics

JANUARY 29, 2025

In Listen or Die , I highlighted the distinct purposes of Voice of Customer (VoC) programs and market research. While VoC focuses on real-time, operational feedback from all customers, market research traditionally delivers strategic insights based on a sample of customers. In 2017, these two disciplines were starting to converge.

VOC 116

VOC AI E-commerce Unstructured Data 116

PeopleMetrics

APRIL 22, 2025

From NPS to VoC, AI has transformed how we look at and act on customer experience. Over the past 3 months, Ive been revisiting lessons from Listen or Die: 40 Lessons That Turn Customer Feedback into Gold through the lens of AI. Writing this series has been one of the most energizing projects of my career. Check out the complete series below!

AI 62

AI VOC Text Analytics NPS 62