AUTOPILOT FOR SURVEY PROGRAMMING

AI suggestions
for survey fixes.

Questra finds mismatches with your questionnaire and prepares the changes to fix them. Review a suggestion, apply it, and keep your study moving.

AI suggestions, built into Survey Programming.
AI SUGGESTIONReady for review
S1 / SCREENING

Screen out non-coffee drinkers.

Your questionnaire says “Never” should end the survey. Add the missing screen-out and keep everyone else on their existing routes.

WITH THE SUGGESTED CHANGE
“Never”End survey

Matches your questionnaire.

More about AI suggestions

HOW SUGGESTIONS ARE GENERATED

Continuous tests
that inform AI suggestions.

With continuous testing enabled, saved revisions trigger fresh checks against your questionnaire. The findings give your agent the context to propose a fix.

01 / CODE REVIEW

Code review.

Compare questions, conditions, and instructions in the code with the questionnaire.

Questionnaire “Never” ends the survey.Source No screen-out condition.
Explore code review
02 / LINK TESTING

Link testing.

Synthetic respondents answer questions and follow routes, looking for mismatches and hidden issues.

Questionnaire “Never” ends the survey.Survey link “Never” continues to Q2.
Explore respondent testing
03 / RESPONSE DATA

Response-data testing.

Match simulated sessions to response records. Check codes and hidden values against the questionnaire.

Questionnaire Record a non-coffee drinker.Response record Coffee drinker = Yes.
Explore data testing

Autopilot, explained.

Does autopilot apply changes without my review?

No. Checks and suggestions run automatically; you decide which proposed changes to apply. Saved changes can then trigger another test run.

Which surveys support continuous browser testing?

Connected Decipher and ConfirmIt / Forsta Plus surveys with preview-copy access. Export-only surveys and supplied URLs use on-demand testing. Qualtrics and Alchemer do not yet support continuous browser testing.

Is autopilot included in standalone Link Testing?

No. Autopilot is part of Survey Programming. Standalone Link Testing runs on demand and returns findings for your team to address with its existing tools.

WHEN THE QUESTIONNAIRE CHANGES

Update your survey
from a revised questionnaire.

Attach the revised questionnaire and ask your agent to update the survey to match. Wording, answers, and logic change together. Continuous testing picks up from there.

Explore editing & revisions
REVISED QUESTIONNAIRECoffee habits · v2.docx
v2
YOUR SURVEY, UPDATED TO MATCH
Q2New brand added
Q3Follow-up wording updated
Q4Rating scale revised

One attachment. Connected changes.