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Lesson #4 Revisited: Text Analytics from Machine Learning to LLMs

PeopleMetrics

When I wrote Listen or Die , text analytics was already emerging as the backbone of Voice of the Customer (VoC) programs. Fast forward to 2025, and weve entered a new era of text analytics. Machine learning tools required technical expertise, often confined to teams with programming knowledge.

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Lesson #26 Revisited: The Hidden Cost of Cheap, Generic Surveys—And How AI Could Change That

PeopleMetrics

A company investing in VoC clearly cares about the customer experiencebut if your survey looks like an afterthought, what message are you really sending? Remember, the survey experience IS part of the customer experience! Customers notice when a survey is slapped together with a generic, low-budget tool. The result?

Surveys 100
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10 Ways to Listen to Customers Without Surveys

CX Accelerator

Surveys are a great way to listen to the voice of the customer, so don’t misconstrue the title of this article as being “anti-survey.” Problems occur, however, when surveys become the only way we listen to customers — especially when you consider that a good survey response rate is in the realm of 20-30%. Make no mistake.

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Lesson #24 Revisited: Shorter surveys are usually better—but if it’s too short, it could come back to bite you

PeopleMetrics

The shorter your survey, the better your response rates will typically be. For that reason, super-short surveys are increasingly popular, often consisting of just one or two questions: the likelihood that the customer will recommend your company (NPS) and an open-ended "why?" But there's no free lunchand heres the catch.

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The Health of the Contact Center: Are You Ready for 2019?

A survey of 1,000 contact center professionals reveals what it takes to improve agent well-being in a customer-centric era. This report is a must-read for contact center leaders preparing to engage agents and improve customer experience in 2019.

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Guest Blog: Is Your Contact Center Using the Right Customer Feedback Tool?

ShepHyken

This week we feature an article by Jaime Bailey who explains why your company is best served by considering every possible source of insight about customer behavior, goals, and expectations, and implementing the tools that most effectively serve your needs. – Shep Hyken. Before Soliciting Feedback.

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How VOC Analytics Improves Contact Center Performance

CX Accelerator

Contact centers are big on analytics. Additionally, some tools use a call-back approach to provide a machine-based survey. Additionally, some tools use a call-back approach to provide a machine-based survey. However, a drawback to call-back surveys is that they are primarily dependent on phone systems.

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Executive Report: The Customer Data Too Often Overlooked by the C-Suite

A recent Calabrio research study of more than 1,000 C-Suite executives has revealed leaders are missing a key data stream – voice of the customer data. Download the report to learn how executives can find and use VoC data to make more informed business decisions.

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The Challenges of Omnichannel: Why so Many Contact Centers Struggle with Digital Self-Service

To find how contact centers are navigating the transition to omnichannel customer service, Calabrio surveyed more than 1,000 marketing and customer experience leaders in the U.S. about their digital customer communication strategies. Read the report to find out what was uncovered.