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App Store Listing A/B Test: Clarity & Appeal

Run an A/B test on store listing copy and visuals to gauge clarity, appeal, and distinctiveness. Identify the winner and increase installs with feedback.

What's Included

AI-Powered Questions

Intelligent follow-up questions based on responses

Automated Analysis

Real-time sentiment and insight detection

Smart Distribution

Target the right audience automatically

Detailed Reports

Comprehensive insights and recommendations

Sample Survey Items

Q1
Chat Message
Welcome! You will evaluate two store listing versions for a new digital product. Imagine you’re browsing an app or service store. Please review each concept carefully before answering.
Q2
Chat Message
Please review Concept A (copy and visuals) now. When you’re finished, continue.
Q3
Short Text
In one sentence, what does Concept A offer?
Max 100 chars
Q4
Matrix
How much do you agree with these statements about Concept A?
RowsStrongly disagreeDisagreeNeither agree nor disagreeAgreeStrongly agree
Explains what it is and what it does
Highlights a benefit I care about
Stands out from similar products
Makes me want to learn more
Q5
Rating
How clear is Concept A at a glance?
Scale: 10 (star)
Min: Not clearMax: Very clear
Q6
Multiple Choice
Which elements do you remember most from Concept A? Select up to 4.
  • Headline
  • Primary benefit
  • Key feature
  • Offer or price
  • Visual imagery
  • Ratings/reviews
  • Brand/logo
  • Screenshots/UI
  • Call to action
Q7
Chat Message
Please review Concept B (copy and visuals) now. When you’re finished, continue.
Q8
Short Text
In one sentence, what does Concept B offer?
Max 100 chars
Q9
Matrix
How much do you agree with these statements about Concept B?
RowsStrongly disagreeDisagreeNeither agree nor disagreeAgreeStrongly agree
Explains what it is and what it does
Highlights a benefit I care about
Stands out from similar products
Makes me want to learn more
Q10
Rating
How clear is Concept B at a glance?
Scale: 10 (star)
Min: Not clearMax: Very clear
Q11
Multiple Choice
Which elements do you remember most from Concept B? Select up to 4.
  • Headline
  • Primary benefit
  • Key feature
  • Offer or price
  • Visual imagery
  • Ratings/reviews
  • Brand/logo
  • Screenshots/UI
  • Call to action
Q12
Multiple Choice
Attention check: To confirm you are paying attention, please select “I am paying attention.”
  • I am paying attention
  • I am not paying attention
  • Prefer not to answer
Q13
Multiple Choice
Which version feels more distinctive compared with typical competitors?
  • Concept A
  • Concept B
  • About the same
Q14
Constant Sum
Allocate 100 points across A and B to show which version better motivates you to learn more. Higher points = more motivating.
Total must equal 100
  • Concept A
  • Concept B
Min per option: 0Whole numbers only
Q15
Ranking
Rank the elements that most influenced your choice (1 = biggest impact).
Drag to order (top = most important)
  1. Headline/message
  2. Benefit statement
  3. Specific feature mentioned
  4. Offer/pricing
  5. Visuals/design
  6. Trust cues (ratings/reviews/badges)
Q16
Opinion Scale
Based on your preferred version, how likely are you to tap to learn more in the next 7 days?
Range: 1 10
Min: Very unlikelyMid: NeutralMax: Very likely
Q17
Long Text
What is one change that would improve your preferred version?
Max 600 chars
Q18
Multiple Choice
In the last 3 months, have you installed a new app or signed up for an online service?
  • Yes
  • No
Q19
Dropdown
What is your age?
  • Under 18
  • 18–24
  • 25–34
  • 35–44
  • 45–54
  • 55–64
  • 65+
  • Prefer not to say
Q20
Multiple Choice
Which gender do you identify with?
  • Man
  • Woman
  • Non-binary
  • Prefer not to say
Q21
Dropdown
Where do you currently live?
  • United States
  • United Kingdom
  • Canada
  • Australia
  • India
  • Germany
  • France
  • Brazil
  • Mexico
  • Other
Q22
Dropdown
What is the highest level of education you have completed?
  • Some high school or less
  • High school diploma or equivalent
  • Some college/technical training
  • Associate degree
  • Bachelor’s degree
  • Postgraduate degree
  • Prefer not to say
Q23
Multiple Choice
What is your current employment status?
  • Full-time
  • Part-time
  • Self-employed
  • Student
  • Homemaker
  • Unemployed, looking for work
  • Not working, not seeking
  • Retired
  • Prefer not to say
Q24
Long Text
Is there anything else you’d like to share about the concepts or your decision?
Max 600 chars
Q25
AI Interview
AI Interview: 2 Follow-up Questions on your store listing feedback
AI InterviewLength: 2Personality: Expert InterviewerMode: Fast
Q26
Chat Message
Thank you for your time—your feedback is complete.

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