What is qualitative feedback?
Qualitative feedback is feedback in people's own words, such as written survey answers, comments and interview notes. It explains why customers feel the way their scores say and points to what you could change.
The words behind the numbers
Scores tell you how many customers are happy and whether that number moves. Qualitative feedback tells you why. When a customer gives a 4 out of 10 and writes “The app logs me out every time I switch tabs”, you know what went wrong and where to look.
It comes from open questions in surveys, support conversations, reviews, sales calls and user interviews. Because people choose their own words, it often raises issues and ideas that a list of options would never have offered, from a confusing label to a feature they would pay for.
Qualitative feedback works best beside quantitative feedback. The numbers show the size and trend of a problem, and the words show its cause, which is why most surveys pair a score with one open follow-up question.
- Form
- Written answers, comments, transcripts and annotated screenshots
- Answers
- Why customers feel the way they do, and what to change
- Collected with
- Open-ended questions, interviews, reviews, support chats
- Analyzed by
- Themes, categories and sentiment, plus a few quotes
- Pairs with
- Quantitative feedback, such as scores, counts and choices
Qualitative vs quantitative feedback
The two kinds answer different questions, and each makes the other more useful. A score shows that something changed, and the written answers beside it show what changed and why.
Quantitative feedback is easy to chart and compare. Qualitative feedback takes longer to read, but it is where the specific, fixable problems are.
| Qualitative | Quantitative | |
|---|---|---|
| Form | Words, in the customer's own phrasing | Numbers, scores and choices |
| Answers | Why, and what to change | How many, how much, how often |
| Example | “Checkout asked for my address twice” | A CSAT of 82% this month |
| Analysis | Reading, grouping by theme, quoting | Averages, shares and trends |
| Strength | Finds causes and new ideas | Shows size and change over time |
Qualitative feedback examples
Qualitative feedback is any feedback a person puts in their own words. Common sources for a business include:
Each source leans one way. Reviews lean toward strong feelings, support tickets toward problems and interviews toward the people who agreed to talk, so read several sources together when you can.
- Answers to an open survey question, such as “What is the main reason for your score?”
- Comments sent through a feedback button on a website or in a web app
- Support tickets and chat transcripts
- Product reviews on your own site and elsewhere
- Notes from user interviews and sales calls
- Screenshots marked up to show what went wrong
How to collect qualitative feedback
Ask one open question at the moment the experience is fresh, and make it specific enough to answer quickly. “What almost stopped you from buying today?” on the order confirmation page gets more useful answers than “Any comments?” sent a week later.
Keep open questions few and optional. One after a score is usually enough, and a placeholder that suggests a length or a topic helps people start writing.
How to analyze qualitative feedback
Read a sample first, then give each answer a theme, such as delivery, price or login problems, and a sentiment. Count the answers in each theme every period, and the themes that grow or turn more negative show where to act.
Keep a few quotes for each theme. A count says how big a problem is, and a customer's own sentence makes it real for the team that will fix it.
When qualitative feedback matters most
Qualitative feedback earns its place whenever the reason matters more than the number, or when you don't yet know which options to offer.
- A score moved and you need to know why
- You are exploring a new market, feature or price before you build
- Customers cancel, leave a page or abandon a cart
- A list of options might miss the real answer
How Usertick handles qualitative feedback
Add a Text question to any survey on any channel, with a placeholder, a character limit and a minimum length. On every plan, the question can also take a screenshot or a file (1 per survey on Free), so people can show what they mean, and in the Chat layout open questions arrive one at a time as a conversation.
On every plan, Usertick's AI reads each response with something written as it arrives, in any language. Each written answer gets a category and a theme from your organization's list, a type (bug, idea, complaint, question or praise) and a sentiment, and each response gets an urgency. Anyone with permission to manage responses can correct a reading, and the correction applies everywhere.
The inbox keeps every answer in the person's words beside what was read from it, with an owner, a status and notes. Results shows the survey's themes with their change from the period before, and once a period has enough responses, the AI reading writes what changed and what to do.
Mistakes to avoid with qualitative feedback
Small choices that keep the results useful.
- 01
Asking only “Any other comments?”
A vague question gets vague answers, or none. Ask about a specific moment or a specific score.
- 02
Making open questions required
A required text box makes people type filler or leave the survey. Keep it optional so the answers you get are real ones.
- 03
Reading only the loudest comments
The angriest or longest answers are memorable but may be rare. Count answers by theme before you decide what is most common.
- 04
Reading answers without their score
A comment means more next to the score, page and date it came with. Keep them together when you read and report.
Frequently asked questions
Quantitative feedback is numbers, such as scores, counts and choices, and shows how much. Qualitative feedback is words and shows why. Most surveys use both, a score followed by an open question.
One or two is usually enough for a short survey. Place each one right after the score or choice it explains, and keep it optional.
Group the answers into themes, count them per period and keep a few quotes for each theme. Usertick's AI files each written answer under a category and theme from your list as it arrives, so the counts are ready when you open Results.
Each answer is one person's view, so read the answers in numbers. A theme that many people raise, and that grows over time, is a stronger signal than one vivid comment.
Yes. The AI reads written answers in any language and files them under the same categories and themes, and the responses themselves are never translated.
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