POP MART
This is customized report built by Clarity, using AI to analyze feedback from platforms like the App Store and Reddit.
Building trust in every customer interaction
Top Insights
Top Insights
Top Insights
A weekly roundup of Around 20% of users experience frequent app crashes and glitches, particularly during high-demand times, which hinders their ability to browse and purchase items effectively.'s key feedback
A weekly roundup of Around 20% of users experience frequent app crashes and glitches, particularly during high-demand times, which hinders their ability to browse and purchase items effectively.'s key feedback
A weekly roundup of Around 20% of users experience frequent app crashes and glitches, particularly during high-demand times, which hinders their ability to browse and purchase items effectively.'s key feedback
Order Fulfillment Issues
A significant number of users, approximately 15%, report issues with orders not arriving on time or at all, leading to frustration and dissatisfaction. This includes complaints about delayed shipping and unresponsive customer service.
I ordered a Labubu on Oct 28, and now it's Nov 4, and it never came.
Order Fulfillment Issues
A significant number of users, approximately 15%, report issues with orders not arriving on time or at all, leading to frustration and dissatisfaction. This includes complaints about delayed shipping and unresponsive customer service.
I ordered a Labubu on Oct 28, and now it's Nov 4, and it never came.
Order Fulfillment Issues
A significant number of users, approximately 15%, report issues with orders not arriving on time or at all, leading to frustration and dissatisfaction. This includes complaints about delayed shipping and unresponsive customer service.
I ordered a Labubu on Oct 28, and now it's Nov 4, and it never came.
App Crashes and Glitches
Around 20% of users experience frequent app crashes and glitches, particularly during high-demand times, which hinders their ability to browse and purchase items effectively.
After updating the app, it keeps crashing when searching and browsing for items.
App Crashes and Glitches
Around 20% of users experience frequent app crashes and glitches, particularly during high-demand times, which hinders their ability to browse and purchase items effectively.
After updating the app, it keeps crashing when searching and browsing for items.
App Crashes and Glitches
Around 20% of users experience frequent app crashes and glitches, particularly during high-demand times, which hinders their ability to browse and purchase items effectively.
After updating the app, it keeps crashing when searching and browsing for items.
Stock Availability Problems
Approximately 10% of users are frustrated with items being out of stock almost immediately after restock notifications, suggesting potential issues with bots or unfair purchasing practices.
I tapped the restock notification the second it appeared, and it was already sold out.
Stock Availability Problems
Approximately 10% of users are frustrated with items being out of stock almost immediately after restock notifications, suggesting potential issues with bots or unfair purchasing practices.
I tapped the restock notification the second it appeared, and it was already sold out.
Stock Availability Problems
Approximately 10% of users are frustrated with items being out of stock almost immediately after restock notifications, suggesting potential issues with bots or unfair purchasing practices.
I tapped the restock notification the second it appeared, and it was already sold out.
Payment and Access Errors
About 8% of users report issues with payment options not working and receiving access denied errors, which prevent them from completing purchases.
I am a paying customer and get 'restricted access' because why?
Payment and Access Errors
About 8% of users report issues with payment options not working and receiving access denied errors, which prevent them from completing purchases.
I am a paying customer and get 'restricted access' because why?
Payment and Access Errors
About 8% of users report issues with payment options not working and receiving access denied errors, which prevent them from completing purchases.
I am a paying customer and get 'restricted access' because why?
Competitor Benchmark
A weekly roundup of Client
A weekly roundup of Client

Users' choice
Kidrobot receives high praise for its app, which brings the brand and products to life, making it a favorite among collectors. Users appreciate the combination of custom art pieces and nostalgic character collectibles, although some have reported issues with online purchases.

Users' choice
Kidrobot receives high praise for its app, which brings the brand and products to life, making it a favorite among collectors. Users appreciate the combination of custom art pieces and nostalgic character collectibles, although some have reported issues with online purchases.

Users' choice
Kidrobot receives high praise for its app, which brings the brand and products to life, making it a favorite among collectors. Users appreciate the combination of custom art pieces and nostalgic character collectibles, although some have reported issues with online purchases.

Runner up
POP MART has a mixed reception; while many users love the app's fun and addictive nature, and the wide selection of art toys, others report significant issues with app functionality, customer service, and order fulfillment.

Runner up
POP MART has a mixed reception; while many users love the app's fun and addictive nature, and the wide selection of art toys, others report significant issues with app functionality, customer service, and order fulfillment.

Runner up
POP MART has a mixed reception; while many users love the app's fun and addictive nature, and the wide selection of art toys, others report significant issues with app functionality, customer service, and order fulfillment.

Straggler
Mighty Jaxx is appreciated for its unique art toys and collaborations, but some users express frustration with the app's design and functionality, indicating room for improvement.

Straggler
Mighty Jaxx is appreciated for its unique art toys and collaborations, but some users express frustration with the app's design and functionality, indicating room for improvement.

Straggler
Mighty Jaxx is appreciated for its unique art toys and collaborations, but some users express frustration with the app's design and functionality, indicating room for improvement.
Nuggets
Major highlights of the week
Nuggets
Major highlights of the week
Nuggets
Major highlights of the week
Shipping Delays
Customers experience significant delays in receiving their orders, with some waiting over a month without resolution. This issue is exacerbated by unresponsive customer service, leading to frustration and dissatisfaction.
App Crashes
The app frequently crashes, especially during high-demand events, preventing users from browsing or purchasing items. This instability is causing users to miss out on desired products and creates a poor shopping experience.
Stock Issues
Users are frustrated with items being sold out immediately upon restock, suggesting potential bot interference. This results in a negative purchasing experience as customers feel they have no fair chance to buy popular items.
Unboxing Proof Requirement
Customers are required to provide unboxing videos to resolve issues with incorrect shipments, which is not always feasible. This policy leaves customers without recourse if they don't have video evidence, leading to dissatisfaction.
Scanner Functionality
The scanner feature is ineffective, with users unable to scan tags due to poor design and redirection issues. This diminishes the app's utility and frustrates users attempting to engage with the product features.
Access Denied Errors
Users encounter 'access denied' errors during purchase attempts, leading to lost items in their cart and a disrupted shopping experience. This technical issue undermines user trust and satisfaction with the app.
Your voice of customer, unified
Your voice of customer, unified
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Create experiences people remember for the right reasons
Chat with our team to talk through build vs. buy and how to level up your customer experience.

Create experiences people remember for the right reasons
Chat with our team to talk through build vs. buy and how to level up your customer experience.

Create experiences people remember for the right reasons
Chat with our team to talk through build vs. buy and how to level up your customer experience.
How leading brands use Clarity
How leading brands use Clarity
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We can search everything instantly, see the numbers, and even build our own customizable feedback dashboards.


Alexandra Motto
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“Clarity treats all of our unstructured customer feedback like true data. Their NLP models pick up on sentiment and sort it into categories. We can search everything instantly, see the numbers, and even build our own customizable feedback dashboards.”
20 million
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We can search everything instantly, see the numbers, and even build our own customizable feedback dashboards.


Alexandra Motto
Director of Product & Design Operations
“Clarity treats all of our unstructured customer feedback like true data. Their NLP models pick up on sentiment and sort it into categories. We can search everything instantly, see the numbers, and even build our own customizable feedback dashboards.”
20 million
Monthly Customers
We can search everything instantly, see the numbers, and even build our own customizable feedback dashboards.


Alexandra Motto
Director of Product & Design Operations
“Clarity treats all of our unstructured customer feedback like true data. Their NLP models pick up on sentiment and sort it into categories. We can search everything instantly, see the numbers, and even build our own customizable feedback dashboards.”
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126 million
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700 million
weekly active customers
Chosen by OpenAI to surface insights from customer conversations securely.

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Jen Barwick
Head of Customer Experience
"Clarity helps us replace guesswork with real data from our feedback. I can go into product meetings with clear evidence"
Clarity cuts VoC analysis time by 55%, helping Minoan prioritize high-impact features fast

Jen Barwick
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System normal
System normal
System normal


