AI Customer Feedback Analysis
Stop Wasting Hours Reading Open Feedback

Transform every survey response into clear sentiment scores and specific actions.

Get the Real Meaning Behind Every Response

Activate AI customer feedback analysis with one click and let it score sentiment, tag topics, and suggest next steps across all your responses. It even catches sarcasm and mixed feelings that usually get missed. Walk into meetings with clear insights instead of guesses.

AI-generated feedback report

With Qualaroo's Customer Feedback Analysis AI, you can:

  • tick Picreel Get sentiment scored, automatically
  • tick Picreel Turn responses into clear topic tags
  • tick Picreel See the quotes that matter most
  • tick Picreel Get a plain English summary, instantly
  • tick Picreel Know exactly what to do next
AI Customer Feedback Analysis

Know Exactly How Your Customers Feel

With Qualaroo's AI Customer Feedback Analysis, see every response scored as positive, neutral, or negative so you immediately know who is unhappy and why. You can spot rising complaints before they blow up and track whether recent changes actually made people happier.

  • tick Picreel Instantly see who loves you and who is about to leave
  • tick Picreel Catch problems early before they hurt your numbers
  • tick Picreel Track if your fixes are actually working
AI-generated feedback report

Get a Decision-Ready Report, Not Raw Data

Get a clean summary with the most important findings, real customer quotes, and suggested actions. You no longer need to manually read every comment or create slides from scratch. Just share the report with your team or boss and move straight into solving the real issues.

  • tick Picreel Get a ready-to-share report instead of raw data
  • tick Picreel Pull key quotes without searching through responses
  • tick Picreel Align your team faster and start fixing things
Automatically discovered customer feedback topics

Automatically Discover Common Customer Pain Points

Watch as Qualaroo AI tags every response by topic and shows you what's coming up most often. You quickly identify the biggest pain points your customers keep mentioning and focus your limited time on the changes that will make the biggest difference.

  • tick Picreel Automatically find the topics customers complain about most
  • tick Picreel Know which issues deserve your team's attention first
  • tick Picreel Make smarter product decisions with real customer data

Trusted by Teams at Hootsuite, Twilio & Udemy

One Feature, Complete Feedback Intelligence

Learn Customer Emotions

Get every response scored as positive, neutral, or negative.

Ask Right in the Right Moment

Trigger feedback based on exit intent, reach scroll depth, or time on the page.

Know Who Said It, Too

Pair every score and tag with a real customer identity.

See the Behavior Behind

Watch session recordings and heatmaps to understand what happened first.

Get Surveys Built in Seconds

Describe what you need, and let AI instantly write the questions.

Route Respondents Smartly

Personalize the questions for each respondent using skip logic.

No Starting From Scratch

Pick from 100+ professionally designed templates.

Insights in 70+ Languages

Analyze sentiment and tags in the customer’s native language.

Works Everywhere

Deploy seamlessly on your website, iOS app, and Android app.

Nothing Extra to Unlock

Get It All, No Upgrades Needed

Sentiment Analysis, the AI-Generated Report, and Automated Tagging come included, not as an add-on. Explore the full feature set and start turning feedback into decisions today.

Common Questions About AI Customer Feedback Analysis

Does the AI actually understand sarcasm and mixed sentiment, or is it just keyword matching?

It scores tone from full sentence context, not isolated keywords, so a sentence like "not bad at all" reads as positive rather than negative. Mixed sentiment within one response is broken out per topic rather than averaged into a single misleading score.

Do I have to turn sentiment analysis and tagging on for every survey?

Both can be switched on or off inside each survey's report settings. They are off until you turn them on, and once you do, every existing and future response gets scored and tagged automatically, with no separate setup per question.

Will this replace someone reading feedback manually?

No. It removes the need to read every response to find the pattern. Someone still reviews the summary, key findings, and flagged quotes, but they start from a decision-ready report instead of a raw spreadsheet of hundreds of open text answers.

Does automated tagging use a fixed list of tags, or does it learn from our data?

Tags are generated from the keywords and phrases that actually appear in your responses, not a fixed taxonomy you have to maintain. As new terms show up in feedback, new tags form around them automatically. However, you can specify your own tags as well, and the relevant feedback will get automatically tagged on those keywords.

Is AI-analyzed feedback GDPR compliant?

Yes. Sentiment scores, tags, and summaries are generated from the response content itself. If a respondent is identified through the Identify API, that data follows the same access, deletion, and consent controls as the rest of your Qualaroo account.

Does this work with the feedback we already collected, or only new responses?

It applies to your response history as well as anything collected going forward. Existing open text responses get scored and tagged retroactively, so you are not starting your sentiment trend from zero.

Is AI customer feedback analysis included in the free plan?

Yes. Qualaroo's free plan includes the full premium feature set, including Sentiment Analysis, the AI-Generated Report, and Automated Tagging, with no credit card required to start.

Can we share the AI report without exporting it?

Yes. Every AI-generated report has a built-in Share Report option, so you can send the summary, key findings, quotes, and recommended actions to a teammate without pulling data into a separate file.

Stop Reading Feedback, Start Acting On It