Say It, Change It: The AI Survey Editor That Understands Researchers


Survey platforms like Qualtrics, QuestionPro and REDCap are incredibly powerful for collecting data, running logic and analysing results. What they were never really designed for is the work that happens before a survey gets built inside them. Converting a messy Word document, restructuring a poorly formatted spec or making bulk edits across a 100-question instrument takes a lot of time and manual effort.

That is the gap Pirai AI fills. As a technology partner of QuestionPro and a conversational survey editor used by researchers on Qualtrics, REDCap, SurveyMonkey and 20 other platforms, Pirai AI handles everything between your source document and your live survey. At the centre of that is an AI survey editor that lets you make any change you need, in plain language, in seconds.

It is not here to replace the platforms you already use. It is here to make getting your survey into them a whole lot faster.

A Real Scenario: From Messy Document to Deployed Survey

📋 Real Research Workflow

A university research team receives a bilingual Chinese and English questionnaire from a collaborating institution. The document is 80 questions long, formatted inconsistently, with separate matrix questions that should be grouped, question IDs out of sequence and both language layers mixed together in every field.

In a traditional workflow this would mean hours of manual cleanup inside a survey platform before the study could even begin. With Pirai AI the team uploads the document and the AI structures it into a universal master survey. From there the AI editor takes over.

They type a few plain language instructions. Remove the Chinese text. Combine the separate matrix questions by section. Update all question IDs to follow a sequential order. Add follow-up essay questions after the key rating items. The survey updates in real time with each instruction, and every change is reversible if something needs refining.

When the survey looks exactly right, they export to Qualtrics for the English-speaking cohort and to QuestionPro for the Mandarin-speaking cohort. Both files import cleanly on the first try.

What would have taken two days of manual programming takes under an hour.

How the AI Survey Editor Works

When you upload a document to Pirai AI, whether it is a Word file, a PDF, an Excel spec or a Qualtrics export, it structures your survey into a universal format that sits outside any single platform. You can then edit it freely before it goes anywhere.

The conversational survey editor works on top of this structure. Instead of clicking through platform screens, you just type what you want to change. The AI understands question types, question IDs, matrix statements, scale points and language layers, and it applies your instruction across the whole survey at once.

How it flows

Upload your document → AI builds a universal master survey → Type your edits in plain language → Preview updates in real time → Export to any platform as a clean, import-ready file.

When you are happy with it, you export to your platform of choice and it imports cleanly on the first try.

5 Things Researchers Do with the AI Editor Every Day

These are real commands from real researchers. The kind of edits that take a long time to do manually and take seconds in Pirai AI.

01 — Reorder Questions

Reorder Questions in Bulk

Adjusting survey flow is one of the most common requests on any project. Instead of dragging and dropping one question at a time inside a platform, you just type it:

Move Q20 to appear after Q15. Update question IDs sequentially.

The AI resequences everything and updates the IDs across the whole survey at once.

02 — Clean Up IDs

Bulk Update Question IDs and Variable Names

Clean variable naming matters for wave studies and multi-platform deployments. You can standardise the entire survey in one instruction:

Update all question IDs to follow a sequential order.

A survey with inconsistent IDs across 100 questions gets cleaned up in seconds with no risk of mismatches when you export.

03 — Filter Languages

Filter Language Layers from Multilingual Documents

If you are working with a bilingual source document, Pirai AI pulls the exact approved text from your file. It does not generate new translations or touch validated phrasing. You just tell it what you need:

Remove all the Chinese text from the survey.

The preview updates instantly, English only, structure fully intact. Want the Chinese version for a different cohort? One more instruction and it switches over. Two clean outputs from one master survey with no manual editing at all. Read more about multilingual survey handling.

04 — Restructure Questions

Add, Combine and Restructure Questions in Plain Language

Whether you need to combine 14 separate questions into one matrix or add follow-up essays after specific answers, the survey editing tool handles it in a single instruction:

Combine Q10 to Q23 into one matrix question. Use the question text as statements. Add essay question Q23_1 asking the respondent to explain after the matrix.

Complex restructuring that would take a long time to do manually becomes a quick conversational edit.

05 — Undo Anything

Undo and Experiment with Full Version Control

Every edit is reversible. If something needs refining, one click brings back the previous version with a clear note of what changed:

Rolled back to previous version. Undid: Remove all the Chinese text from the survey.

Researchers can try things freely knowing every version is saved. It makes the whole editing process feel a lot more relaxed.

Ready to Deploy? Pick Your Platform

Once your survey is exactly how you want it, exporting is straightforward. The same master survey goes to any of 20+ supported platforms as a clean file that imports correctly first time.

Platform Category Supported Platforms
Market Research Qualtrics, QuestionPro, SurveyMonkey, Forsta, Alchemer, Dimensions, SurveySparrow, Zoho Survey
Healthcare / Academic REDCap, Microsoft Forms, Google Forms
Education Moodle, Canvas, Kahoot, BrainCert, ClassMarker, LearnWorlds
Enterprise PointerPro, Atomic Assessments, Sawtooth + more added regularly
Import formats accepted Word, PDF, Excel, CSV, QSF, images and more

As a technology partner of QuestionPro and a tool trusted by researchers across 160+ universities in 23 countries, Pirai AI is built to work alongside the platforms researchers already use. The goal is simple: get well-structured, carefully edited surveys into the right platform faster so researchers can focus on what they actually care about.

Frequently Asked Questions

What is an AI survey editor?

An AI survey editor is a tool that lets you make changes to a survey using plain language instructions instead of manually editing fields inside a survey platform. Pirai AI's conversational editor understands survey structure including question types, IDs, matrix statements and scale points, and applies your instructions across the entire survey at once.

Can I bulk edit survey questions across a whole survey?

Yes. Pirai AI is built for bulk editing. You can reorder questions, update all question IDs sequentially, combine multiple questions into a matrix, add follow-up questions after specific items and apply text changes across the whole survey in a single plain language instruction.

Does Pirai AI work with Qualtrics and QuestionPro?

Yes. Pirai AI is a technology partner of QuestionPro and supports Qualtrics, REDCap, SurveyMonkey, Forsta, Alchemer, Google Forms, Microsoft Forms, Moodle, Canvas and 10 more platforms. You edit your survey once in Pirai AI and export to any supported platform with a single click.

Is it safe to experiment with edits? Can I undo changes?

Every edit in Pirai AI is reversible. The editor keeps a full version history and you can roll back to any previous state with one click. This makes it easy to try bulk changes without any risk to your survey.

Can I use Pirai AI with multilingual surveys?

Yes. Pirai AI supports surveys in 50+ languages with UTF-8 compliant processing. For bilingual documents it extracts and filters the exact approved text from your source file rather than generating new translations, so validated phrasing is always preserved. Read our full guide on multilingual survey handling.

Give the AI Editor a Try

You can explore 100+ ready-to-use AI editor prompt templates in the Pirai AI prompt library, or sign up free and run your first edit in under a minute.

Try Pirai AI Free → Browse Prompt Library

Trusted by researchers at 160+ universities in 23 countries