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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. The Big Picture: A Collaborative Future LLMs are in the process of revolutionizing text analytics.

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Top 5 Text Analytics Tools: Features, Benefits, and Use Cases

SurveySensum

Text Analytics Tools. What Are Text Analytics Tools? In simple terms, text analytics tools leverage machine learning, NLP, and other AI capabilities to break down unstructured data from customer feedback, online reviews, customer support chat, etc. But, How Do Text Analytics Tools Work?

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AI and Real-Time Tech vs. Traditional CX Surveys: Who Will Win the Upcoming Battle?

eglobalis

This recognition has grown over the 2010s, to the point that Gartner predicted over 75% of organizations would abandon NPS as a sole success metric by 2025, but this did not happen yet. Beyond call centers , text analytics is helping firms decode sentiment across channels. These integrated approaches were not built overnight.

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Lesson #15 Revisited: You Can’t Do This Alone – Building the Right Internal Team for VoC in the Age of AI

PeopleMetrics

This is as true in 2025 as it was in 2017. AI Can Help with Analysis, But Business Intelligence Still Matters AI has transformed the analysis of customer feedback, with text analytics, sentiment analysis, and predictive modeling surfacing insights faster than ever. Maybe even more so. Your Best Friend in VoC?

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Lesson #5 Revisited: You’ve Got to Know and Use NPS—Even in the Age of AI

PeopleMetrics

Fast forward to 2025, and while AI has revolutionized how we collect and analyze customer feedback, one truth remains: NPS isnt going anywhere. As discussed in a previous blog post , AI-powered text analytics processes these responses at scale, identifying themes and sentiments that explain promoter or detractor behavior.

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15 Best SurveyMonkey Alternatives & Competitors [2025]

SurveySensum

Comparison Table of the Top 15 SurveyMonkey Alternatives & Competitors in 2025 SurveyMonkey Alternatives Features Free Trial Free Version Pricing G2 Rating SurveySensum Inbuilt survey templates Provide AI-enabled text analytics Powerful dashboard for quick view analysis Enables integration with HubSpot, Zendesk, and more.

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Lesson #21 Revisited: Start Slow, Build Smart – AI and the Human Touch in Relationship Surveys

PeopleMetrics

This was true in 2017 when I wrote Listen or Die and is still true in 2025. Text Analytics for Deeper Insights AI-powered natural language processing (NLP) can quickly analyze open-ended survey responses at scale, identifying common themes, emerging issues, and sentiment shifts. Starting a VoC program can feel overwhelming.

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