Q01
Long Text
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Product Recommendation Experience & Personalization Survey
Measures user satisfaction with recommendation relevance, perceived control, and content diversity. Designed for product teams optimizing personalization engines and recommendation UX.
Sample questions
A preview of what’s in the template. Every question is editable before you launch.
24 questions · ~4 min
Q02
Long Text
How long have you been using this product?
Q03
Long Text
Overall, how useful are our recommendations for achieving your goals?
Q04
Long Text
How much control do you feel you have over the recommendations you see?
Q05
Long Text
How much variety do you typically see across the recommendations shown to you?
Q06
AI Interview
I'd like to understand your recommendation experience a bit more. Let's start: What stands out most — positively or negatively — about the recommendations you've been seeing recently?
Q07
Long Text
What is your age group?
Q08
Long Text
Thank you for completing this survey — your feedback directly helps us improve your recommendation experience!
Q09
Long Text
How often do you engage with recommendations when using the product?
Q10
Long Text
The recommendations I see are relevant to my interests.
Q11
Multiple Choice
Which of the following controls have you used to influence your recommendations in the last 30 days? (Select all that apply)
Q12
Long Text
In the last 7 days, how often did you notice near-duplicate recommendations?
Q13
Long Text
Based on your experience, what one change would most improve the recommendations you receive?
Q14
Long Text
Which region do you primarily use the product from?
Q15
Long Text
When did you last see recommendations in our product?
Q16
Long Text
The recommendations I see are timely for what I need.
Q17
Long Text
To what extent did the controls you used improve your recommendations?
Q18
Long Text
Rank the following in order of how much you would like to see them in your recommendations (most desired first).
Q19
Multiple Choice
During that session, did you act on any recommendation (e.g., click, save, or purchase)?
Q20
Long Text
I trust the accuracy of the recommendations I receive.
Q21
Long Text
Which of the following recommendation controls would be most useful to you? (Rank your top 3)
Q22
Multiple Choice
What prevented you from acting on a recommendation? (Select all that apply)
Q23
Long Text
The recommendations introduce me to items I would not have found on my own.
Q24
Long Text
How often do recommendations lead to a successful outcome for you (e.g., finding what you need, saving time)?
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.