These prompts are a starting point for working with MX8 Labs Assist inside the platform. Because Assist works with whatever you have open, you rarely need to paste in survey text or report settings. Open the relevant survey, report, or insight and ask. Copy any prompt below and adapt it to your study.
When a prompt asks Assist to apply or fix something, it proposes the change first. Nothing is saved to your survey until you review and apply it yourself. See Every change is human supervised for more detail.
Reviewing and Improving Surveys
Review for Quality and Bias
- Review this survey for leading questions and suggest better wording.
- Check this questionnaire against survey research best practice.
- Where are the response options not mutually exclusive or collectively exhaustive?
- Suggest ways to standardize the scales in this survey.
Review Structure in the Visual Editor
- Review the structure of this survey and suggest a better flow.
- Are any branches hard to follow or likely to create errors?
- Suggest cleaner section labels and comments.
Working with Survey Code
Read and Update the Survey Program
- Explain this survey code.
- Add soft validation to this question.
- Refactor this routing logic so it is easier to maintain.
- Create a calculated variable for brand lift.
- Update the code to include an attention check.
Strengthen Quality Controls
- Add a subtle attention check to this survey.
- Where should we place quality-control questions?
- Suggest better fraud and disengagement controls.
Resolving Checklist Issues
Work Through the Go-Live Checklist
- Go through the checklist comments and propose fixes.
- Which checklist issues are most important before launch?
- Draft the survey updates needed to resolve these QA comments.
- Show me the recommended changes to the survey code so I can review and apply them.
Translations and Multilingual Fielding
Check Multilingual Readiness
- Check whether this survey is ready for multilingual fielding.
- Review the source wording for phrases that may translate badly.
- Summarize the translation status and any gaps.
Quotas, Media, and Field Readiness
Review Quotas
- Summarize the current quota status.
- Which quota cells are at risk?
- Explain the quota report and what needs attention.
Review Media Assets
- What media is currently attached to this survey?
- Check for missing or inconsistent asset naming.
- Review whether the media setup matches the survey logic.
Building and Interpreting Reports
Create and Update Reports
- Create a cross-tab report for brand awareness by age and gender.
- Set up a lift report for exposed vs control.
- Create an example verbatims report for open ends.
- Update this report to use a 95% confidence level and minimum n of 30.
- Add the key tracking questions to this report.
Explain and Refine Analysis Settings
- Explain this report setup.
- Should we change the stat test for this report?
- Is this report using a sensible minimum n threshold?
- What questions should we include for an executive summary?
Creating and Refining Insights
Draft and Sharpen Insights
- Create an insight on what drives brand trust.
- Draft a better insight brief for this concept test.
- Create a project-level insight comparing the latest two waves.
Preparing and Recoding Data
Clean and Harmonize Data
- Review this recode script for errors.
- Create a recode that groups ages into standard bands.
- Harmonize these categories across waves.
- Fix the data-prep errors and explain what changed.
Summarizing Project Context
Get Oriented Quickly
- Summarize everything important about this survey.
- What reports and insights already exist here?
- Give me a launch-readiness summary for this project.