What AI says about XM Discover
Part of Qualtrics
Data as of Oct 26, 2026Based on 37,388 AI responses
Reviewed by Dimitry Apollonsky
AI summary
XM Discover is a Qualtrics text analytics and customer experience platform that provides sentence-level sentiment scoring, topic modeling, and natural language processing. It comes up when teams need sentiment analyzers that detect intent like churn and purchase signals, identify sarcasm, and integrate with existing customer feedback systems.
Products
- XM DiscoverThis page<1%
- Customer Experience<1%
- Text iQ<1%
<1%
of AI answers about XM Discover and its rivals · since Jul 5
Where XM Discover ranks in AI
Topics where AI mentions XM Discover
- Customer feedback sentiment analysisVoice of Customer Text Analytics Platforms24%Rank #7
- Aspect-based sentiment analysisVoice of Customer Text Analytics Platforms8%Rank #13
- Mentioned in
- I am unable to categorize user feedback sentiment accurately at scale. Who offers aspect-based sentiment analysis APIs?on this question9%
Excerpts where XM Discover appeared in the AI's answer
ChatGPT SearchAug 6, 2026, ChatGPT Search Qualtrics XM Discover (Text iQ) – Topic detection and fine-grained sentiment, especially for survey data.
ChatGPT SearchAug 2, 2026, ChatGPT Search Qualtrics XM Discover (Text iQ) — Strong choice if your feedback primarily comes from surveys.
- Sentiment and topic analysis APIsVoice of Customer Text Analytics Platforms5%Rank #26
- Market intelligence tools for enterprisesB2B Market & Sales Intelligence Tools2%Rank #34
- NPS and customer satisfaction surveysCustomer Feedback Survey Software1%Rank #84
- Mentioned in
- We use a customer feedback tool. Who offers a text analytics integration to analyze sentiment?on this question27%
Excerpts where XM Discover appeared in the AI's answer
Google AI ModeSep 14, 2026, Google AI Mode Qualtrics (XM Discover / Text IQ) : Enterprise-grade experience management that deep-dives into survey responses, call center logs, and reviews using advanced text analytics to score sentiment and correlate it with metrics like NPS.
Google AI ModeSep 10, 2026, Google AI Mode Qualtrics XM Discover : Combines advanced natural language processing (NLP), machine learning sentiment models, and topic modeling to evaluate tones, phrases, and intent across omnichannel feedback.
- My goal is to collect feedback from multiple channels into one place. What's the best Voice of the Customer (VoC) platform?on this question10%
Excerpts where XM Discover appeared in the AI's answer
ChatGPT SearchAug 12, 2026, ChatGPT Search XM Discover can ingest cases, chats, voice transcripts, emails, surveys, reviews, social, and communities.
Google AI ModeJul 31, 2026, Google AI Mode Qualtrics XM (XM Discover): Widely regarded as a leader in enterprise VoC
- We use a survey platform. Who offers a text analysis tool that extracts sentiment from the open-ended responses?on this question9%
Excerpts where XM Discover appeared in the AI's answer
Google AI ModeSep 23, 2026, Google AI Mode They also offer deep legacy capabilities via Qualtrics XM Discover / Clarabridge
Google AI ModeJul 17, 2026, Google AI Mode Qualtrics XM Discover: Uses AI to analyze unstructured data for sentiment, emotion, and intent.
- which is my top VOC analytics tool?on this question5%
Excerpts where XM Discover appeared in the AI's answer
Google AI ModeSep 17, 2026, Google AI Mode Qualtrics XM Discover (formerly Clarabridge): Best for deep text analytics and NLP
- What's a good API for sentiment analysis that can handle industry-specific jargon and sarcasm well?on this question5%
Excerpts where XM Discover appeared in the AI's answer
Google AI ModeSep 5, 2026, Google AI Mode Qualtrics XM Discover: Why it fits: If you are operating at an enterprise scale, XM Discover specializes in conversational analytics
Google AI ModeAug 12, 2026, Google AI Mode Qualtrics XM Discover (formerly Clarabridge) : The gold standard if your domain is customer experience (CX), healthcare, finance, or telecom.
How AI describes XM Discover
Common descriptions
enterprise-grade · best · advanced text analytics · powerful · ai-powered
Question: We use a survey platform. Who offers a text analysis tool that extracts sentiment from the open-ended responses?
Google AI ModeSep 23, 2026
They also offer deep legacy capabilities via Qualtrics XM Discover / Clarabridge
Google AI ModeJul 17, 2026
Qualtrics XM Discover: Uses AI to analyze unstructured data for sentiment, emotion, and intent.
Google AI ModeAsk Google AI Mode yourself (opens in a new tab)ChatGPT SearchAsk ChatGPT yourself (opens in a new tab)
Question: My goal is to collect feedback from multiple channels into one place. What's the best Voice of the Customer (VoC) platform?
ChatGPT SearchAug 12, 2026
XM Discover can ingest cases, chats, voice transcripts, emails, surveys, reviews, social, and communities.
ChatGPT SearchAsk ChatGPT yourself (opens in a new tab)Google AI ModeAsk Google AI Mode yourself (opens in a new tab)
How prominently AI mentions XM Discover
Position in answers
- Named first6%
- 2nd or 3rd37%
- Later57%
Each engine’s share of its own answers across XM Discover’s markets · since Jul 5
- ChatGPT Search<1%
- Google AI Mode<1%
Other brands in B2B Market & Sales Intelligence Tools
Rank
Sources AI cites
qualtrics.com 31%Other sites 69%
The page AI cites most for XM Discover
