AI summaries
AI survey summaries that turn a wall of comments into a few clear themes.
Open-ended answers are where the truth sits — and where analysis usually stalls. Nice Forms reads every comment, groups similar meaning, and hands you a briefing you can take into a meeting.
Ask the questions that spreadsheets cannot score
Multiple choice tells you what people picked. It cannot tell you the sentence they would have written if you had left a box. That sentence is how you learn the workaround, the missing feature, the moment onboarding clicked, or the reason someone almost cancelled.
Build the survey so open text has a job: one “why” after a score, one “what should we change?”, one optional anything-else. Then publish. Nice Forms stores every reply in the response feed so nothing is lost while the AI does the grouping.
How the AI survey response summary works
When you run a summary, Nice Forms reviews the written answers on that survey — short text and comment boxes — and looks for recurring topics, repeated praise, and the complaints that show up in different wording. It is grouping meaning, not counting keywords, so “too expensive” and “I would pay if the plan made sense” can land in the same theme.
You get a short, readable summary instead of a tab full of paragraphs. The original comments stay attached to the survey, so a theme is a starting point, not a black box. If a line feels important, you open the response and read it in the person’s own words.
From hundreds of comments to a list you can act on
Manual tagging does not scale past a few dozen replies. Teams either skim, or they wait, or they never look. An AI survey summary compresses that pile into themes with enough shape to brief a founder, a support lead, or a classroom of stakeholders.
Use it after a launch, a cancel flow, a course cohort, or a community vote — anywhere the useful part of the survey was the writing. Pair it with the analytics dashboard so you still see completion and drop-off, then let the summary explain the comments behind those numbers.
Share a briefing, not a 40-tab export
Open-ended feedback is notoriously hard to present. Nobody wants to watch you scroll. A theme list is something you can paste into a doc, read aloud in a standup, or drop in Slack. Nice Forms keeps the summary next to the live results, so the story stays in the same place as the charts instead of dying in a personal spreadsheet.
AI that drafts the survey, then helps you read it
The same AI that summarises answers can also draft a full survey from a short brief, or suggest options when you are staring at an empty multiple-choice field. That loop — describe the goal, generate questions, collect replies, summarise the writing — is the point of Nice Forms. You stay in one workspace instead of bouncing between a form tool, a notebook, and a chat window.
Why teams use AI to summarise survey responses
Hours of tagging, gone
What used to be a quiet week of reading and colour-coding comments can be a summary you run when the first wave of replies lands.
Themes stakeholders will actually read
A grouped list travels further than a CSV. Product, success, and leadership can agree on the same three problems in the same meeting.
Faster calls when the comments are the evidence
Decisions stall when the “why” is buried. The summary puts the repeated reasons at the top so you can pick a next step the same day.
The human wording stays one click away
Summaries highlight which comments are worth a full read. They do not replace the feed, and they should not. Quotes still win arguments.
Works in the languages people write
Respondents answer in their own words. The grouping follows meaning across different phrasing, which is the whole problem with naive word clouds.
Built for Pro workspaces that collect real volume
AI survey summaries sit with unlimited responses, every question type, and hidden branding — the plan you want once comments become a firehose.
Frequently asked questions
Does the AI summarise every question, or only written answers?
The summary is for open text — short fields and comment boxes — where people write in their own words. Structured questions already show up as charts and counts in survey analytics, so they do not need the same treatment.
Is the AI survey response summary included on the free plan?
Advanced AI, including response summaries and AI-assisted survey creation, is a Pro feature. Basic remains free with 50 responses per survey and the core question types.
Will AI replace reading individual survey comments?
No. The summary is a map. Nice Forms still stores every response so you can open the exact wording, follow up with a lead, or quote someone in a review. Use the AI to decide what to read first.
How is this different from exporting comments to a spreadsheet?
A spreadsheet gives you rows. A summary gives you groups. You can still export when you need a backup or an extra analysis pass — the point of the AI is that most weeks you should not have to.
Can Nice Forms also generate the survey with AI?
Yes. Describe what you want to learn and the AI can draft a structured survey in seconds, including suggested options. After people respond, the same workspace can summarise the written answers.
What if two comments mean the same thing in different words?
That is the job. The model groups similar meaning, so you are not maintaining a private taxonomy of “shipping / delivery / arrived late / still waiting.” You get one theme and the quotes underneath.
Keep exploring
Let people write. Let the AI sort. Keep the quotes that change the plan.
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