Artificial intelligence often gets used as a buzzword. Plenty of websites and tools try to score points with AI, yet in everyday use it rarely adds any real value. With online surveys it is different: here AI takes exactly the work off your hands that used to cost you the most time.
To show what that means, let us start with an example. Lena works in the HR department of a machinery manufacturer with 120 employees and has been asked to set up an employee survey. In the past she would have looked for a template, reworded every question one by one and, once the responses came in, spent whole evenings with a spreadsheet and hundreds of comments. Today she describes her plan in a few sentences, gets a matching questionnaire and has the AI summarise the answers for her at the end.
AI changes surveys most dramatically in three places:
- Creating: the AI writes the questionnaire from your short description.
- Editing: a single instruction changes many questions at once.
- Analysing: the AI summarises your results and open answers for you.
What AI does not replace is real respondents and your own judgement. We will show you what this looks like in practice with a survey tool with AI, using Lena's survey.
Create a survey for free
With empirio.ai you can create a modern online survey in minutes — with hosting in the EU.
- AI-built survey
- Adjust by drag & drop
- Real-time analysis
At a glance: AI in every step of your survey
The overview below shows how the individual steps of a survey change with AI, and what you should still watch out for yourself.
| Step | Without AI | With AI | What to watch out for |
|---|---|---|---|
| Creating the questionnaire | ❌ Find a template and painstakingly adapt it | ✅ A questionnaire from your description or from your own document | Do the questions really fit your goal? |
| Editing the questionnaire | ❌ Change every question one by one | ✅ One instruction that applies to all questions | Give the result a quick review |
| Translating | ❌ A translation agency or copy and paste | ✅ Automatic translation into other languages | Have technical terms checked |
| Analysing results | ❌ Interpret charts and tables yourself | ✅ A summary with patterns and anything that stands out | Check important figures yourself |
| Open answers | ❌ Read and sort every comment one by one | ✅ Themes, sentiment and categories automatically | Read a sample of the original answers |
Creating the questionnaire: templates become a side note
Templates used to be the easiest way into any survey. But anyone who has used one knows the problem: a generic employee survey knows nothing about shift work, about your new home working model or about the fact that administration and production have very different concerns. In the end you adapt so many questions that you might as well create a questionnaire from scratch yourself.
With AI you turn this around. Instead of looking for a template, you describe your own case and the AI creates a questionnaire from it that fits precisely. Lena writes, for example:
Example of a description
Create an anonymous employee survey for a machinery manufacturer with 120 employees in production and administration. Topics: teamwork, leadership, shift planning and home working in administration. No more than 15 questions, mostly rating scales, and two open questions about suggestions for improvement at the end.
The more precise your description, the better the draft. So always state the goal of the survey, who should answer, which topics matter to you and how long the survey may be at most. At empirio.ai you will find this under "New survey" and then "Create with AI". The AI creates the questionnaire even on the free plan.
Already have a draft? Then simply import it
Many people have long since given it some thought and collected their questions in a Word document, a PDF or a spreadsheet, perhaps even agreed on them together as a team. You do not have to do that work again. Using "Import survey" you upload your document and the AI transfers it one to one into an online survey, with all the questions and answer options. This works with Word, PDF, Excel and PowerPoint files, as well as with CSV and text files up to 10 MB. Retyping is a thing of the past.
Where templates are still useful
Questionnaire templates will not disappear entirely. They are a good source of ideas when you do not yet know which topics belong in a customer survey or in feedback after an event. And with established measurement instruments such as the Net Promoter Score or tested scales from research, the exact wording matters, so that you can compare your results with others. Such questions are best used unchanged.
In short
Instead of adapting a template, you describe your case and the AI creates the right questionnaire. You simply import a draft of your own as a file.
Editing the questionnaire: changes at the touch of a button
The first draft is rarely the last. Colleagues have comments, the works council wants a question worded differently, and as you read through you spot a few typos. Until now that meant opening and changing every affected question one by one. With a long questionnaire that is a test of patience.
With AI you give one instruction and it applies to the whole questionnaire. A few examples from Lena's survey:
- Spelling: with a single instruction the AI corrects all spelling mistakes and typos across the entire questionnaire.
- Adding answer options: the works council would like a middle option on all the rating questions. Instead of opening 30 questions one by one, Lena has the AI add the answer "Neither/nor" to all of them at once.
- Consistent form of address: have you switched between a formal and an informal tone? The AI makes the way you address people consistent across all questions.
- Improving individual questions: a question such as "How satisfied are you with leadership and communication?" asks about two things at once. The AI helps you turn it into two clear questions.
At the end it is worth looking at the whole questionnaire. Have the AI check it and ask specifically about leading wording, duplicate questions and missing answer options. At empirio.ai, optimising individual questions and checking the whole questionnaire are part of the free plan.
There is one thing the AI does not replace, though: the test with real people. Before you launch, send your survey to two or three people from your target group and ask whether everything is clear.
In short
Correcting spelling or adding an answer option to 30 questions at the same time: with AI that is a single instruction instead of half an hour of clicking.
Multilingual surveys without a translation agency
In some departments at Lena's company there are colleagues who would rather answer in English, Polish or Turkish. In the past she would have hired a translation agency for that, or simply gone without. But that is exactly how many surveys end up missing the voices of those who do not feel comfortable in the survey's language.
AI translates your questionnaire automatically into other languages, and the answers still end up in one shared analysis. At empirio.ai there are multilingual surveys with automatic translation from the Pro plan upwards. Even so, have the translation checked by someone who speaks the language well, because the AI does not always know the technical terms used in your organisation.
In short
AI translates your questionnaire automatically, so that people who are more at home in another language can take part too.
Create a survey for free
With empirio.ai you can create a modern online survey in minutes — with hosting in the EU.
- AI-built survey
- Adjust by drag & drop
- Real-time analysis
Analysing: spotting patterns instead of wading through tables
After three weeks, 94 of the 120 employees have answered. Lena has charts for every question straight away, because at empirio.ai these are part of the free plan and update live. The interesting question, though, is not what percentage ticked "fairly satisfied" on a given question, but what the results say overall.
This is exactly where AI helps with analysing your questionnaire. It summarises the results and points out patterns and anything that stands out, for example that satisfaction with shift planning in production is noticeably lower than satisfaction with leadership. Whether that difference really comes down to the department you then check with a cross-tabulation. Using the AI assistant you can also put questions to your results directly. At empirio.ai the AI summarises results from the Plus plan upwards, and you can also try out a limited number of analyses and messages to the AI assistant for free.
Open answers: from a mountain of comments to clear themes
AI saves the most time with the open questions. Nobody enjoys reading 94 comments about suggestions for improvement twice, and sorting them cleanly into categories takes hours by hand. In Text Analysis you have the AI analysis search specifically for main themes, sentiment, criticism, suggestions or recommended actions, and you get the key quotes along with it. With Text Labelling the AI assigns each answer to a category, which you can then adjust yourself. For this you need at least 20 text answers. The word cloud as a quick first overview is free, and analysing free-text answers with AI is available from the Plus plan upwards.
Your own judgement still matters. Always read a sample of the original answers and compare them with what the AI has summarised.
In short
AI summarises results, spots patterns and sorts open answers by theme. Even so, check important statements against the original data.
Surveys by chat: AI agents do the clicking for you
The next change is already here: you no longer necessarily have to open a survey tool yourself. If you are already working with Claude or ChatGPT, you can tell it in the chat which survey you need, and the AI agent sets it up directly in the survey tool, changes questions or fetches the results. This is made possible by what is known as an MCP server, through which AI assistants work together with other programs. At empirio.ai the MCP server is free.
In short
Through the MCP server you create and edit surveys directly from the chat with your AI assistant.
What AI does not replace in surveys
As much as AI makes things easier, there are a few places where you should look closely. Survey research is currently looking hard at where AI helps and where it can distort results.
AI answers do not replace real respondents
The idea keeps coming up of simply letting language models answer themselves, as a kind of artificial participant. The Pew Research Center tested this in detail in 2026 and reaches a clear conclusion: better not. Even in the best set-up, the AI answers were on average around 11 percentage points off the real results, and for individual people they matched only about every second answer. For Lena that means: she only finds out what her colleagues think if she asks them.
Bots can fill in surveys
The flip side: AI can also pass itself off as a human. A researcher at Dartmouth College developed an AI agent that fills in online surveys convincingly and, in doing so, slipped past all the checks tested in 99.8 per cent of cases, for around 5 cents per answer. The study appeared in 2025 in the journal PNAS. The ones mainly affected are open surveys that offer a reward. So share your link as deliberately as you can, for example on the intranet, by email or via a QR code on the noticeboard. Also take a closer look at answers that come in strikingly fast or that are all worded the same.
AI follow-up questions add depth but cost time
An intriguing idea is to have an AI follow up on open answers, much like in an interview. A study with around 600 participants showed as far back as 2020 that a chatbot that asks follow-up questions gets more informative and more specific answers than a classic online survey (Xiao and others). A more recent study by the research institute NORC confirms that the answers become more detailed, but also shows the price: the survey took about twice as long, and slightly more people dropped out at the first follow-up question (NORC). For short surveys like Lena's, a well-worded open question is therefore often the better choice.
The responsibility stays with you
The American professional association for survey research, AAPOR, published a report on the responsible use of AI in 2026. The key points apply to any survey: a human checks what the AI delivers, and you disclose what you used AI for. If you are running a survey for a dissertation, that note belongs in your methodology section.
In short
AI does not replace real respondents, and bots can distort open surveys. Share your link deliberately and always check results yourself.
Data protection: where does the AI run?
When it comes to data protection, one question often gets overlooked with AI and surveys: where do the answers go when the AI analyses them? If you copy your participants' answers into a general chatbot, in many cases they end up with a provider in the US. With an employee survey in particular that is sensitive, because even seemingly anonymous comments sometimes reveal who wrote them.
At empirio.ai the survey data stays in the EU, and the AI features run there too. Your inputs and survey data are not used to train AI models, and you get the data processing agreement as soon as you sign up. That lays the foundation for GDPR-compliant surveys.
If you connect empirio.ai to an external AI assistant, you are consciously choosing that service. Its terms and server locations then apply. There, make sure your inputs are not used for training.
In short
At empirio.ai, survey data and AI processing stay in the EU. Copying answers into just any chatbot, on the other hand, is not a good idea.
Checklist: how to use AI sensibly in your survey
With these points you get the best out of AI without putting the quality of your survey at risk:
- Describe your case precisely: goal, target group, topics and maximum length belong in every description.
- Use existing drafts: if your questionnaire already exists as a file, import it instead of retyping it.
- Use standard questions unchanged: do not have established scales and metrics reworded.
- Have the whole questionnaire checked: ask specifically about leading and duplicate questions.
- Test with real people: two or three people from your target group are enough for a first test.
- Share the link deliberately: that keeps bots and random participants out.
- Check the AI analysis: read a sample of the original answers and verify important figures yourself.
- Mind where the AI is located: personal answers do not belong in just any chatbot.
Lena, by the way, set up her survey in one afternoon and finished analysing the comments in one morning. The rest of the time she put into what really matters: discussing with managers and the works council what should change after the survey.
If you want to get started straight away, you can create your survey with AI here.