Buyer Category

Customer Feedback Text Analytics Companies

Vendors focused on customer feedback, voice-of-customer, reviews, tickets, and open-ended survey text.

When this category fits

CX, support, product, and research teams comparing feedback intelligence vendors. This page is a comparison starting point, not a ranking or endorsement list.

Selection criteria

Evaluate source coverage, supported text inputs, output types, deployment model, domain specialization, integration needs, verification status, and evidence freshness.

Matching Directory Listings

10 source-backed companies match this Buyer Category or industry page.

Medallia

Verified Listing

Experience analytics products that analyze customer feedback text and interaction signals.

NLP Offering
Experience analytics products that analyze customer feedback text and interaction signals.
Buyer Categories
Customer Feedback Text AnalyticsText Analytics Companies
Capabilities
sentimenttopic analysisfeedback classificationexperience signals
Industries
customer experienceretailhospitality

InMoment

Verified Listing

Experience improvement platform with text analytics capabilities including inherited Lexalytics assets.

NLP Offering
Experience improvement platform with text analytics capabilities including inherited Lexalytics assets.
Buyer Categories
Customer Feedback Text AnalyticsText Analytics Companies
Capabilities
sentimenttopic analysisfeedback classificationtext analytics
Industries
customer experienceretailservices

Qualtrics

Verified Listing

Experience management platform with text analytics and feedback intelligence capabilities.

NLP Offering
Experience management platform with text analytics and feedback intelligence capabilities.
Buyer Categories
Customer Feedback Text AnalyticsText Analytics Companies
Capabilities
sentimenttopic analysisfeedback analyticsclassification
Industries
customer experienceemployee experiencemarket research

Chattermill

Verified Listing

Customer feedback analytics platform for unifying and analyzing text feedback.

NLP Offering
Customer feedback analytics platform for unifying and analyzing text feedback.
Buyer Categories
Customer Feedback Text AnalyticsText Analytics Companies
Capabilities
sentimenttheme detectionfeedback classificationjourney analytics
Industries
customer experienceretailSaaS

Thematic

Verified Listing

Feedback analytics product that detects themes and sentiment in customer text.

NLP Offering
Feedback analytics product that detects themes and sentiment in customer text.
Buyer Categories
Customer Feedback Text AnalyticsText Analytics Companies
Capabilities
theme detectionsentimentfeedback analyticsclassification
Industries
customer experienceproductmarket research

SentiSum

Verified Listing

Customer support and feedback analytics product that categorizes customer conversations.

NLP Offering
Customer support and feedback analytics product that categorizes customer conversations.
Buyer Categories
Customer Feedback Text AnalyticsCustomer Service NLP
Capabilities
topic analysissentimentticket classificationfeedback analytics
Industries
customer serviceecommerceSaaS

Kapiche

Verified Listing

Feedback analytics platform for analyzing open-ended survey and customer text.

NLP Offering
Feedback analytics platform for analyzing open-ended survey and customer text.
Buyer Categories
Customer Feedback Text AnalyticsText Analytics Companies
Capabilities
theme analysissentimentfeedback analyticssurvey text analysis
Industries
market researchcustomer experienceproduct

Keatext

Verified Listing

Customer feedback analytics platform for text comments, sentiment, and recommendations.

NLP Offering
Customer feedback analytics platform for text comments, sentiment, and recommendations.
Buyer Categories
Customer Feedback Text AnalyticsText Analytics Companies
Capabilities
sentimentfeedback classificationtopic analysisrecommendations
Industries
customer experienceretailservices

Canvs AI

Verified Listing

AI text analytics product for emotion, sentiment, and consumer insight analysis.

NLP Offering
AI text analytics product for emotion, sentiment, and consumer insight analysis.
Buyer Categories
Customer Feedback Text AnalyticsText Analytics Companies
Capabilities
emotion analysissentimentconsumer insightstext analytics
Industries
market researchmediaconsumer insights

Enterpret

Verified Listing

Customer feedback intelligence platform for categorizing and analyzing product feedback.

NLP Offering
Customer feedback intelligence platform for categorizing and analyzing product feedback.
Buyer Categories
Customer Feedback Text AnalyticsProduct Feedback NLP
Capabilities
feedback classificationtopic analysissentimentproduct insights
Industries
productSaaScustomer experience

Common capabilities

Entity extraction, text classification, sentiment, topic analysis, summarization, semantic search, relationship extraction, and document understanding may appear depending on the vendor.

FAQ

Are these companies ranked? No. Default category pages are source-backed directory views. Any future ranked guide needs a separate scoring methodology.