Screen out non-coffee drinkers
Everyone continues to brand questions.
FOR SURVEY PROGRAMMERS
Your IDE. Your AI agent.
Your next great survey.
Write the code. Ask for a change. Work side by side with an agent using the same IntelliSense and diagnostics you do. Try it below.
01 / QUESTIONNAIRE REVISIONSAttach the new questionnaire.
Attach the new questionnaire.
The agent takes it from there.
Drop the revision into your agent conversation. Questra compares it with your existing survey and updates wording, options, logic, and piping together. You review the changes, not two documents side by side.
YOUR AI AGENTOne attachment.
One attachment.
Every change, connected.
A new questionnaire. Your existing survey. No manual change list.
Your current surveyREVISION 01
Add Daybreak to the brand list
Northstar / Harbor / None of these
Use the brand in the follow-up
Why did you buy coffee?
02 / CONTINUOUS CODE REVIEW
Does the code do
what the questionnaire says?
Questra reads the source against your research instructions. Catch the wrong condition, a missing option, or a mismatched prompt before it reaches a respondent.
Explore code review YOUR QUESTIONNAIRE EXPECTATION
S1. How often did you buy coffee in the past seven days?
- 01Every day
- 02A few times
- 03Less often
- 04NeverEnd survey
PROGRAMMING NOTETerminate if “Never” is selected.
YOUR SURVEY CODE DECIPHER
18<row label="r3">Less often</row>19<row label="r4">Never</row>20</radio>21<suspend/>22<term label="screenout"23 cond="S1.r3">24 Non-coffee drinker25</term>Wrong answer referenced.
S1.r3 is “Less often”. The questionnaire calls for “Never” (S1.r4).
Code review finds the mismatch. Your agent can suggest the correction.See the suggested fixes
03 / CONTINUOUS LINK TESTING
Test the survey.
Catch the wrong turns.
Synthetic respondents click through your survey. Questra compares what they experience with your questionnaire and flags what doesn’t match.
Explore continuous link testing YOUR QUESTIONNAIRE
S1 / SCREENING INSTRUCTIONIf they answer “Never”,
end the survey.
SYNTHETIC RESPONDENT
NeverNext
After clicking Next
Q2 / BRAND CHOICEWhich brands do you buy?
Mismatch found: the respondent should have screened out.
We check the saved data against your questionnaire, too.
Explore data testing AI SUGGESTION
Found it. Here’s the fix.
Use S1.r4 for the “Never” screen-out. Review the change, then let Questra check again.
Continuous link testing and response-record checks use a supported platform connection. See platform capabilities.
04 / SELF-SERVICE FOR YOUR STAKEHOLDERS
Small fixes? They’ve got it.
Big ideas? That’s your cue.
A typo shouldn’t become a ticket. Your stakeholders can ask the agent for small wording and option changes themselves—and bring you in for the complex logic, custom components, and bigger decisions.
“Fix ‘frequecy’ to ‘frequency’ in Q2.”Stakeholder + agent · Typo fixed
“Add one more brand to the list.”Stakeholder + agent · Option added
Custom components.
Complex requirements.
Your best work.Programmer + agent · Take on the big stuff
Complex requirements.
Your best work.Programmer + agent · Take on the big stuff
Your craft.
A faster starting point.
Upload a questionnaire. See how far ahead you can start.
A FEW GOOD QUESTIONS
Before your next move.
Can I still edit the code myself?
Yes. The survey IDE supports manual editing alongside the AI agent. Language services and diagnostics help human programmers and inform agentic editing, so you can move between both ways of working.
Can Questra follow my coding conventions?
Fine tuning lets you bring your templates, components, and conventions into the programming workflow. You can also work with the agent on custom components and requirements.
Can I use testing without changing my programming process?
Yes. Independent Link Testing accepts your survey test link and questionnaire, then returns findings and browser evidence. Continuous testing and AI suggestions are part of the Survey Programming experience.