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Retail Customer Experience & Friction Assessment

Measures omnichannel shopping ease, issue recovery effectiveness, and security-measure friction for retail customers who shopped in the last 30 days. Includes NPS benchmarking and qualitative follow-up.

Sample questions

A preview of what’s in the template. Every question is editable before you launch.

29 questions · ~4 min
Q01
Long Text

Welcome! This survey asks about your recent shopping experience with this retailer. It takes approximately 8–10 minutes to complete. Your participation is voluntary and you may stop at any time. There are no right or wrong answers—we are interested in your honest opinions. All responses are confidential and will be reported in aggregate only. By continuing, you agree to participate in this research.

Q02
Multiple Choice

Have you made a purchase or shopping visit with this retailer in the last 30 days?

Q03
Multiple Choice

How did you shop with this retailer in the last 30 days? Select all that apply.

Q04
Long Text

Rank these shopping tasks by importance to you (1 = most important).

Q05
Multiple Choice

Did you experience any of the following issues in the last 30 days? Select all that apply.

Q06
Long Text

We'd now like to ask about security and anti-theft measures you may have noticed while shopping in-store.

Q07
Long Text

Overall, how satisfied are you with your shopping experience at this retailer over the last 30 days?

Q08
Long Text

Based on your responses in this survey, what one change would most improve your experience with this retailer?

Q09
Long Text

In which region do you primarily shop with this retailer?

Q10
Long Text

Thank you for completing this survey! Your responses are confidential and will be used to improve the shopping experience. You may now close this window.

Q11
Long Text

Approximately how many shopping visits or orders did you make with this retailer in the last 30 days?

Q12
Long Text

Overall, how easy or difficult was it to shop with this retailer in the last 30 days?

Q13
Long Text

Please briefly describe the issue you experienced and what you tried to do next.

Q14
Multiple Choice

Which security or anti-theft measures, if any, did you notice while shopping in-store in the last 30 days? Select all that apply.

Q15
Long Text

How likely are you to recommend this retailer to a friend or colleague?

Q16
AI Interview

Thank you for your feedback so far. We'd like to ask a few brief follow-up questions to better understand your shopping experience.

Q17
Long Text

What is your age?

Q18
Long Text

If you shopped online or used a digital service, which device did you use most in the last 30 days?

Q19
Long Text

How easy was it to find the products you were looking for?

Q20
Long Text

When something went wrong, how clear was the guidance or information provided to help you resolve it?

Q21
Long Text

Overall, how did these security measures affect your shopping experience?

Q22
Long Text

What is your gender?

Q23
Long Text

How easy was the checkout and payment process?

Q24
Multiple Choice

How did you try to resolve the issue? Select all that apply.

Q25
Multiple Choice

Which of these security measures, if any, caused friction during your shopping experience? Select all that apply.

Q26
Long Text

What is the highest level of education you have completed?

Q27
Long Text

How satisfied were you with the helpfulness of staff during your visit?

Q28
Long Text

In the last 30 days, how often were items you wanted out of stock at this retailer?

Q29
Long Text

How confident are you that prices and promotions ring up correctly at this retailer?

What’s included

  • AI follow-ups

    Adaptive probes on open-ended answers that pull out detail a static form would miss.

  • Attention checks

    Built-in safeguards against rushed answers and low-quality respondents.

  • AI-drafted copy

    Wording, ordering, and branching written by the AI — tuned to your research goal.

  • Auto report

    Themes, quotes, and a plain-English summary write themselves once responses come in.

Ready to launch?

Open this template in the editor. Every part is yours to change before the first respondent sees it.