Sentiment & Text Analytics

Text Analytics and Sentiment Analysis for Customer Feedback

PXP text analytics and sentiment analysis reads open-ended feedback, customer comments, and survey responses to reveal customer sentiment, recurring themes, and the issues driving satisfaction or frustration.

PXP sentiment analysis and text analytics dashboard
PXP AI Analysis
Text Intelligence

Find patterns hidden in customer comments

Use PXP AI to process large volumes of comments, categorize feedback, and reveal the topics, emotions, and sentiment trends that teams should act on.

Use PXP for customer feedback analysis, feedback analytics, text analysis, comment analysis, and survey text analytics across every feedback channel.

Live analysis

Open comments become prioritized signals

PXP AI Agent
Incoming feedback
New commentQR survey

The pickup line was slow and no one explained the delay.

NegativeWait time
AnalyzedSMS

Staff was friendly, but checkout still took too long.

MixedService speed
AnalyzedKiosk

The lobby was clean and the manager solved my issue quickly.

PositiveRecovery
Detected patternWait time is driving negative sentiment
Wait time42%
Service speed31%
Cleanliness18%
Suggested next stepSend wait-time complaints to Action Hub for location follow-up.
Ready for Dashboard trend reporting
Emotion Detection
Identify the emotions behind customer comments, from frustration and confusion to appreciation and loyalty.
Real-Time Comment Processing
Analyze incoming feedback as it arrives, so teams can spot emerging issues before they spread.
Sentiment Analysis
Automatically classify comments as positive, neutral, or negative and connect sentiment to topics and touchpoints.
Theme & Topic Clustering
Group similar comments into themes so teams can see recurring issues without reading every response.
Keyword & Phrase Discovery
Surface the words, phrases, and concepts customers mention most often.
Multilingual Analysis
Analyze feedback across multiple languages and bring global customer signals into one view.
What PXP AI Can Reveal

From raw comments to clear signals

PXP AI Agent helps teams understand what is happening inside customer comments and where to focus next.

Wait time is mentioned 42% more often this month.

Negative comments are concentrated around checkout and lobby service.

Cleanliness feedback is trending positive across three locations.

Weekend delivery complaints are increasing.

Use these signals in Dashboard reports or route them into Action Hub for follow-up.

PXP Sentiment & Text Analytics Benefits

Understand feedback at scale

Text Analytics helps teams turn high-volume customer comments into themes, sentiment, and priorities that are easier to investigate and act on.

Bring feedback sentiment analysis, customer text analytics, and VOC text analytics into dashboard-ready reports.

Analyze more feedback in less time

Process large volumes of open-ended feedback without manually reading every comment.

Find recurring customer pain points

See which issues keep coming up across locations, channels, and touchpoints.

Prioritize by sentiment and volume

Focus on topics with the strongest negative sentiment or fastest growth.

Turn comments into dashboard-ready insights

Feed themes, sentiment, and topic trends into PXP Dashboard for reporting and decision-making.

See what your customer comments are telling you

Book a demo to see how PXP Sentiment & Text Analytics turns open-ended feedback into themes, sentiment, and priorities your team can act on.

Explore how PXP AI and PXP AI Agent help teams move from raw comments to clear next steps.

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