CX Accelerator

FEBRUARY 12, 2018

To be able to know and understand what customers want, companies must listen to their customers. That’s why companies are implementing some type of voice of the customer (VoC) program. Also, there are reports that between 80-85% of information a business uses is in unstructured form. Why Is VoC Important?

Voice of the Customer 140

Voice of the Customer VOC Close the Loop Unstructured Data 140

SurveySensum

OCTOBER 29, 2024

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.

Contact Center 52

Contact Center Text Analytics Sentiment Analysis Machine Learning 52

Intercom, Inc.

SEPTEMBER 9, 2022

Here are some of our favorite takeaways from the conversation: Neural networks have made significant headway in the past five years, and they’re now the best way to deal with unstructured data such as text, images, or sound at scale. Show them to your customers. Get customer feedback and take it from there.

Machine Learning 249

Machine Learning ML Unstructured Data Start-ups 249

CX Journey

MAY 20, 2015

Data come in all different shapes and sizes: structured, unstructured, solicited, unsolicited…oh my! A lot is written about survey data and analyzing structured quantitative data, but let’s take a look at unstructured data. What is unstructured data ?

Unstructured Data 64

Unstructured Data Text Analytics Social Media Customer Feedback 64

Lumoa

FEBRUARY 16, 2023

A voice of the customer (VoC) is the process of gathering customer feedback to discover what they need, want, and expect from you. The goal is to better understand your customers, earn their trust, and improve customer experience. Without it, you’ll never know what a customer wants or expects.

VOC 88

VOC Unstructured Data Customer Feedback Voice of the Customer 88

PeopleMetrics

JULY 31, 2018

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. Structured Feedback. Unstructured Feedback. And these unstructured comments are not just for solicited, transactional surveys.

Text Analytics 79

Text Analytics VOC Unstructured Data CEM 79

SurveySensum

JANUARY 20, 2025

The real advantage of using an AI-enabled tool to categorize customer feedback isnt just that it simplifies the process. The true value emerges when its applied at scale, especially when dealing with large volumes of data that require accurate analysis. Lets find out. What is Sentiment Analysis Used for?

Sentiment Analysis 52

Sentiment Analysis Social Media Machine Learning CX 52

Zendesk

FEBRUARY 10, 2022

Given the important role CX plays in boosting customer retention and loyalty, it’s critical for companies to make it a priority. Consistently reevaluate customer feedback and analyze real-time data to identify areas of improvement. You can use customer service software like Zendesk to aggregate and analyze this data.

Customer Experience 98

Customer Experience Unstructured Data Customer Journey Map Net Promoter Score 98

CX Journey

JULY 10, 2014

You''ll need a way to crosstab, predict, identify key drivers, and prioritize improvements with survey data; mine and analyze your unstructured data; and track, review, and prioritize social media inputs and influencers. And you''ll need to conduct a root cause analysis to understand the why behind it all. I know it''s not.

Unstructured Data 71

Unstructured Data Customer Experience VOE Data Mining 71

SurveySensum

DECEMBER 24, 2024

SurveyMonkey is a widely-used customer feedback tool that offers drag-and-drop functionality to design surveys and analyze data for actionable insights. However, it falls short in key areas like advanced capabilities and customization, which might limit your CX operations. So, what exactly are these limitations?

Sentiment Analysis 52

Sentiment Analysis NPS AI Start-ups 52

SurveySensum

JULY 12, 2019

A research by Gartner claimed 80% of your future revenue comes from 20% of current customers. Future is demanding and present era is flooded with unstructured data from various online or offline sources! By taking instant action on customer feedback, you can win the customer.

Customer Retention 68

Customer Retention Customer Experience Management Unstructured Data Customer Experience 68

SurveySensum

FEBRUARY 24, 2025

Out to do a detailed analysis of your customer feedback/review? When the world is rapidly turning towards AI, businesses are relying on advanced techniques to extract valuable insights customer reviews, social handles, emails, chats, surveys, and whatnot. Dont waste time sorting through endless customer feedback.

Sentiment Analysis 52

Sentiment Analysis Text Analytics Social Media Machine Learning 52

ClientSuccess

MAY 25, 2023

Leveraging SmartCS, the Weekly Pulse Summary feature presents real-time feedback on customer health by summarizing the top 5 things that are going well and the top 5 areas of improvement for customers with issues.

Net Promoter Score 81

Net Promoter Score AI Unstructured Data NPS 81

SurveySensum

MARCH 3, 2025

Root Cause Analysis: You can identify the underlying reasons behind common complaints by analyzing customer grievances. It enhances customer support by resolving issues more effectively, helps improve products based on real customer feedback, and reduces customer churn by addressing concerns proactively.

Text Analytics 52

Text Analytics Social Media Sentiment Analysis AI 52

InteractionMetrics

APRIL 24, 2015

Check out our latest Slideshare about this topic and read on, because these are the kinds of errors that alienate customers, waste time, and lead to misguided business decisions. Get smart with your customer feedback. Too many requests for customer feedback begin with a promise that the survey will “only take a few minutes.”

Unstructured Data 45

Unstructured Data Customer Feedback Customer Satisfaction Start-ups 45

Execs In The Know

MARCH 4, 2022

Having insight into not only the touchpoints through which customers engaged with your brand but also customer sentiment, behavior, and emotions is crucial for businesses to provide seamless, omnichannel customer experiences throughout the customer journey.

Customer Journey Map 98

Customer Journey Map Touchpoint Machine Learning Unstructured Data 98

InteractionMetrics

JULY 10, 2023

Will AI capture the nuances of the customer experience? And can it account for diverse customer expectations, subconscious reactions, and a range of sensations and feelings? Unstructured data is invaluable for understanding customers’ feelings and thoughts, but only if your analysis respects the nuances.

Unstructured Data 40

Unstructured Data B2B AI Customer Experience 40

InteractionMetrics

NOVEMBER 11, 2024

How to Improve Surveys, Summarized: Martha and Amas discussed the problems with how companies use surveys, particularly Net Promoter Score (NPS), and offered advice on how to improve surveys to gather actionable customer feedback. I think there really was like an interest in market research, customer feedback.

NPS 52

NPS Net Promoter Score Start-ups Unstructured Data 52

Lumoa

APRIL 18, 2023

And customer-centric companies have been using surveys to understand customer needs for even longer than that. Surveys are great tools because collecting Voice of Customer feedback is a vital part of understanding your customers better. But they’re only one small piece of the customer experience data puzzle.

Customer Experience 78

Customer Experience CX Net Promoter Score Unstructured Data 78

SurveySensum

OCTOBER 4, 2024

How are you staying on top of feedback coming from all your sources? Your customers’ feedback is flowing in from multiple sources – email, social media reviews, live chat interactions, in-store interactions, etc. Managing such a vast amount of data and taking action can be challenging and overwhelming.

Unstructured Data 52

Unstructured Data Social Media Omnichannel Close the Loop 52

Execs In The Know

FEBRUARY 16, 2025

Let’s be real, we’re all swimming in data. It’s everywhere customer feedback, social media rants, cancellation notices a never-ending flood. So, how do we turn data into compelling, human stories? Really Listen: Data isn’t just about what customers do; it’s about what they say and feel.

Unstructured Data 52

Unstructured Data Machine Learning Social Media NPS 52

Execs In The Know

FEBRUARY 17, 2025

Let’s be real, we’re all swimming in data. It’s everywhere customer feedback, social media rants, cancellation notices a never-ending flood. So, how do we turn data into compelling, human stories? Really Listen: Data isn’t just about what customers do; it’s about what they say and feel.

Unstructured Data 52

Unstructured Data Machine Learning Social Media NPS 52

Qualtrics

FEBRUARY 10, 2020

ICYMI: here’s a quick recap of the 2019 updates that made it easier than ever to listen, understand, and act on solicited and unsolicited customer feedback. Listen - hear and understand EVERY customer, at EVERY touchpoint. Understand - understand the hidden meaning in your data and get to insights faster. Voice, analyzed.

CX 58

CX Close the Loop Unstructured Data Social Media 58

Comm100

APRIL 26, 2020

Jeanne Bliss has a wonderful section in Chief Customer Officer 2.0. 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.

CX 52

CX Unstructured Data CXM Real Estate 52

SurveySensum

SEPTEMBER 5, 2024

In that case, your representative should have the information to pick up right where the customer left. An omnichannel approach also involves customer support and gathering customer feedback across multiple channels. And finally, keep monitoring the implemented changes to measure the effectiveness of your action.

Close the Loop 52

Close the Loop Customer Experience Omnichannel Machine Learning 52

SurveySensum

APRIL 12, 2022

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 the unstructured data with its text analysis and gives you actionable insights. Thinking of integrations, now?

Text Analytics 59

Text Analytics Close the Loop Unstructured Data Actionable Insights 59

InteractionMetrics

JUNE 19, 2020

And this applies not just to survey comments but other sources of customer data like reviews, chats, interviews—all of which can give insight into why customers feel, think, and rate the way they do. While unstructured data like this may appear to defy quantification, that’s not actually the case.

Unstructured Data 52

Unstructured Data Text Analytics Net Promoter Score AI 52

Execs In The Know

DECEMBER 6, 2021

Additionally, identify common or key topics of interest across the two sets of feedback (from employees and customers) and incorporate this intelligence within your analytics. #2: Understand what the most impactful irritants are for customers and employees and fix those first. 2: Uncover Key Irritants.

Contact Center 52

Contact Center CX Unstructured Data Social Media 52

Execs In The Know

DECEMBER 6, 2021

Additionally, identify common or key topics of interest across the two sets of feedback (from employees and customers) and incorporate this intelligence within your analytics. #2: Understand what the most impactful irritants are for customers and employees and fix those first. 2: Uncover Key Irritants.

Contact Center 52

Contact Center CX Unstructured Data Social Media 52

SurveySensum

SEPTEMBER 11, 2024

. → Here’s the list of the top 7 Customer Journey Analytics tools Real-time Monitoring : Implementing real-time monitoring via in-app feedback, website pop-ups, chatbots, social media, web analytics, etc, will help you capture immediate customer responses and enable you to act in real time.

Predictive Analytics 52

Predictive Analytics AI Customer Experience Text Analytics 52

InteractionMetrics

MAY 28, 2019

Qualtrics, the dominant survey software platform defines Customer Listening as, “a term that describes your customer’s feedback about their experiences”. That definition (while prevalent among customer feedback discourse) omits the crux of what Customer Listening is. Customer Listening: A Better Definition.

Mystery Shopping 40

Mystery Shopping Double-Barreled Question Unstructured Data Non-Profits 40

SurveySensum

MARCH 3, 2022

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. You may find it easy to collect data manually from a hundred customers.

Voice of the Customer 52

Voice of the Customer VOC Sentiment Analysis Close the Loop 52

Adrian Swinscoe

OCTOBER 12, 2023

Today’s interview is with Nate Sanders, the co-founder and CEO of Artifact, the customer experience forecasting company. 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.

Unstructured Data 100

Unstructured Data Customer Experience Artificial Intelligence Business Growth 100

InteractionMetrics

MAY 6, 2015

Is your customer satisfaction survey good? Customer satisfaction surveys are a multi-billion dollar industry. Unfortunately, most customer feedback is riddled with errors. From sampling issues to poorly worded questions, the state of customer feedback is weak. Really good? Take a peek at our latest video.

Double-Barreled Question 40

Double-Barreled Question Customer Feedback Customer Satisfaction Unstructured Data 40

InteractionMetrics

JUNE 17, 2015

Net Promoter Score (NPS) is a commonly used customer feedback metric that’s based on the question “how likely are you recommend us to a friend or colleague?” Just because most surveys are bad and don’t capture factual data doesn’t mean they have to be bad. Let’s make customer feedback surveys better!

Customer Satisfaction 53

Customer Satisfaction Net Promoter Score NPS Touchpoint 53

Qualtrics

DECEMBER 12, 2019

Some of our new intelligence capabilities include: Smart Conversations —Transform the feedback experience with a customer feedback loop that’s truly conversational. Follow-up questions are based on the customer’s previous response, delivering more revealing insights that close experience gaps.

Unstructured Data 20

Unstructured Data Government Machine Learning Compliance 20

Qualtrics

DECEMBER 11, 2019

From pricing studies to customer feedback surveys, everything is pre-built and ready to go, from the survey questions to the reports and dashboards. Voice iQ helps you to make sense of the most unstructured data of all – natural human conversation.

Social Media 26

Social Media Unstructured Data Close the Loop Innovation 26