AI suggestions

From a finding.
To a way forward.

Code review and browser testing surface the issue. Questra proposes a fix. You review and apply.

Part of Questra Survey Programming.

EVIDENCE → PROPOSED FIXTRY IT
Code reviewScreen-out is missing
+
Browser testNon-buyers reach Q2
QUESTRA SUGGESTS

Restore the screen-out.

The questionnaire excludes non-coffee drinkers. Both checks point to the missing termination.

NowNever → Q2ProposedNever → Screen out
Ready for your review

You review and apply source changes

  1. 01

    Gather the evidence.

    Bring source-review and browser findings together.

  2. 02

    Propose the change.

    See the issue, the reasoning, and the suggested fix.

  3. 03

    Make it yours.

    Inspect the diff. Refine it. Apply when ready.

IN THE WORKSPACE

The exact change, before you apply it.

The questionnaire excludes non-drinkers, but tests show “Never” reaching Q2. Questra proposes the missing termination. Inspect the source diff, review the evidence, then apply the fix.

Questra workspace

Put your programming on autopilot.

Continuous testing keeps feeding the next review. Your decisions keep the study moving.

Explore continuous testing

AI suggestions, explained.

Read the guide
Where do AI suggestions come from?

Suggestions in Questra Programming are derived from code-review and browser-test findings. They connect the detected issue to a proposed improvement, with supporting evidence and source changes to inspect.

Are suggested changes applied automatically?

Questra prepares the suggestion and proposed changes. You can inspect the evidence, discuss or refine the change, dismiss it, or apply it when ready. A suggestion is not proof that the survey is correct; review the resulting behavior.

Are suggestions included in independent link testing?

The programming workflow has the survey source and editing context needed to propose source changes. Independent link testing provides findings and browser evidence for surveys programmed elsewhere; it does not provide this programming autopilot workflow.

A NEW PACE FOR RESEARCH

Give every finding a next step.

Start programming

No credit card required.