AI SURVEY PROGRAMMING

Survey programming.
In minutes.

Upload your questionnaire. Get a working survey in your platform, complete with logic, piping, and advanced methods.

Coffee habits.docxONE QUESTIONNAIRE UPLOAD

Reading your questionnaire

MD1 / MAXDIFF

What matters most? And least?
Most	Attribute	Least
Most important: Taste	Taste	Least important: Taste
Most important: Price	Price	Least important: Price
Most important: Convenience	Convenience	Least important: Convenience
Most important: Sustainability	Sustainability	Least important: Sustainability

Tasks from your supplied design

For your survey platform

01 / BRING YOUR QUESTIONNAIRE

Upload your questionnaire
in its existing format.

Keep your document, your structure, and your research methods. Questra turns your questionnaire into a survey in your platform.

Your format Fully automated MaxDiff, conjoint & more

.docx

YOUR TEAM’S TEMPLATE

Coffee habits

S1. How often do you drink coffee?

Every day
Sometimes
Never [TERMINATE]

.pdf

THE CLIENT’S FINAL

A question of taste.

Which coffee brands have you bought in the past month?

Keep “None of these” exclusive.

.xlsx

YOUR QUESTION GRID

Questions & routing
Label	Instruction
S1	Single answer
Q2	Randomize brands
Q3	Pipe brand from Q2

.txt

STRAIGHT TO THE POINT

Q4. Why [brand]?

Open text.
Ask for each brand
chosen at Q2.

These formats. And yours.

02 / WE TAKE IT FROM HERE

How Questra programs
your questionnaire.

A complete programming workflow, behind a single upload.

Your questionnaire.docx

01
Extract the survey requirements.
Our AI captures questions, logic, and research settings in a proprietary, type-safe survey model built for speed and accuracy.
Explore advanced research
02
One survey model
Compile for your platform.
One AI workflow across platforms. Purpose-built compilers turn the same survey model into native code for your chosen destination.
See supported platforms
03
Fine-tune your code.
Your registered templates, components, and coding preferences shape the result from the start.
Explore fine tuning
04
Validate and repair uploads.
Checks catch known code errors. If a save fails, we use the platform’s feedback to repair the code and retry automatically.

DELIVERED TO DECIPHERYour survey. Ready to launch.

03 / MAKE IT YOURS

Revise your survey
with AI or the code editor.

Ask for a change. Upload a revision. Or edit it yourself.

Current Questra programming workspace with the agent conversation, native source, a highlighted screener change, and Accept and Reject controls.

Explore revisions

Prefer the keyboard?Try the IDE

04 / AI-SUGGESTED IMPROVEMENTS

AI suggestions to keep
your survey aligned.

Questra proposes changes to bring your survey into line with your questionnaire—from exact wording to skip logic and recorded values. Review what will change, see why, and apply the fix.