Google AI ModeSep 27, 2026
Qualtrics Text iQ - Qualtrics' proprietary text analytics engine integrated directly into their survey suite, providing automated topic modeling and sentiment analysis on verbatims.
Data as of Oct 13, 2026Based on 41,691 AI responses
Reviewed by Dimitry Apollonsky
Products
<1%
Voice of Customer Text Analytics Platforms
Since Jul 5
of AI answers about Qualtrics Text iQ and its rivals. Since Jul 5
The market map
Voice of Customer Text Analytics PlatformsMentioned in
Where Qualtrics Text iQ ranks in AI
Question: We use a customer feedback tool. Who offers a text analytics integration to analyze sentiment?
ChatGPT SearchSep 18, 2026
Qualtrics Text iQ — analyzes open-ended feedback for sentiment and themes and integrates with the broader Qualtrics feedback stack.
Question: We use a survey platform. Who offers a text analysis tool that extracts sentiment from the open-ended responses?
Google AI ModeSep 19, 2026
Qualtrics Text iQ – Built directly into the Qualtrics ecosystem, Text iQ uses advanced natural language processing to perform sentiment analysis and topic detection on open-text responses
qualtrics.com 36%Other sites 64%
Excerpts where Qualtrics Text iQ appeared in the AI's answer
Qualtrics Text iQ — survey-focused text analytics with aspect-level sentiment.
Qualtrics Text iQ: Integrates with survey data to provide detailed aspect-based insights.
Excerpts where Qualtrics Text iQ appeared in the AI's answer
Qualtrics Text iQ - Qualtrics' proprietary text analytics engine integrated directly into their survey suite, providing automated topic modeling and sentiment analysis on verbatims.
Qualtrics Text iQ – Built directly into the Qualtrics ecosystem, Text iQ uses advanced natural language processing to perform sentiment analysis and topic detection on open-text responses
Excerpts where Qualtrics Text iQ appeared in the AI's answer
Qualtrics Text iQ — analyzes open-ended feedback for sentiment and themes and integrates with the broader Qualtrics feedback stack.
Qualtrics Text iQ — analyzes open-text feedback and assigns sentiment ranging from very negative to very positive, with topic-level analysis available.