Remove Customer Survey Remove Sentiment Analysis Remove Unstructured Data
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AI and Real-Time Tech vs. Traditional CX Surveys: Who Will Win the Upcoming Battle?

eglobalis

[link] Introduction: Todays businesses face a pivotal question: can emerging technologies like AI and real-time data platforms reduce or even replace the need for traditional customer surveys in managing customer experience (CX)? AI can infer customer sentiment from what theyre already saying or writing.

AI 312
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Unstructured Data: Mining the Gold

InteractionMetrics

Unstructured data presents a goldmine of information, but mining that gold is no easy task—it requires coding with detailed text analysis. To be clear, unstructured data includes customer survey text comments, customer service calls, emails, chats, reviews, and other narrative sources of information.

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15 Best SurveyMonkey Alternatives & Competitors [2025]

SurveySensum

Whatsapp Surveys Starts at $99/month 4.7 Qualtrics Allows closed-loop follow-ups Collect data from different sources Generate real-time insights into CX Contact to know the pricing details 4.4 Formstack Conditional logic Auto-calculation of multiple cost fields into a summary Pre-built survey templates $50 per month 4.4/5

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Analyzing Open Ended Survey Questions—Is AI Your Solution?

InteractionMetrics

While content extraction is improving, AI extracts meaning per questionbut customers tend to repeat themselves among open-ended questions. Most AI tools write a summary of the themes, but the best action happens at the customer level. And yet, sentiment analysis is only one piece of the puzzle and not the most actionable piece.

AI 52
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11 best Voice of the Customer tools to listen to your customers effectively

SurveySensum

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. Text & sentiment analysis . Sentiment analysis .

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Qualtrics vs Medallia: A Detailed Comparison (2025)

SurveySensum

What is Medallia – Platform Overview 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 unstructured data with its text analysis and gives you actionable insights.