Clover

User Experience Report

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This is sample report built by Anecdote, using AI to analyze feedback from platforms like the App Store and Reddit.

Highlights trends and insights

Helps you understand what matters most

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Clover

Top Insights This Week

Week of July 23rd, 2025
This is sample report built by Anecdote, using AI to analyze feedback from platforms like the App Store and Reddit.
It highlights trends and insights to help you understand what matters most.
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All Insights

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TOP INSIGHTS

A weekly roundup of Clover's key feedback

1

Order History Issues

Many users are frustrated by the app's inability to display order history or allow reordering from recent restaurants, affecting approximately 15% of users. This lack of basic features makes the app feel outdated compared to competitors.

The app doesn't show past orders or allow reordering, making it feel outdated.

2

Loyalty Points Problems

A significant number of users, around 20%, report issues with loyalty points not being tracked or redeemed properly, leading to lost rewards and dissatisfaction with the app's reliability.

I keep losing loyalty points, and there's no way to track or redeem them properly.

3

Customer Support Lacking

Approximately 10% of users express frustration with the lack of customer support for app-related issues, as the support is primarily focused on merchants, leaving consumers without assistance.

There's no customer support for app users, only for merchants, which is frustrating.

4

Payment and Checkout Errors

Around 15% of users experience frequent errors during payment and checkout, such as issues with adding payment methods or calculating totals, which hinders the app's usability.

I can't add my payment method, and the app often fails to calculate totals correctly.

COMPETITORS ANALYSIS

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#1 USERS CHOICE

#2 RUNNER UP

#3 Straggler

Competitors Analysis
Stay ahead by benchmarking your performance against competitors and keeping your finger on the market pulse.
#1 Users Choice
#2 Runner-up
#3 Straggler

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Nuggets

Major Highlights of the Week

Order History Missing
The app lacks a feature to view past orders or reorder from recent restaurants, which is a standard in similar apps. This omission limits user convenience and diminishes the app's competitive edge.
I can't see my order history or reorder from places I've ordered before.
Loyalty Points Issues
Users frequently lose loyalty points without a clear tracking system, leading to frustration and perceived unreliability. This undermines the app's core value proposition of rewarding customer loyalty.
My loyalty points keep disappearing, and there's no way to track them.
Customer Support Gaps
There is a significant lack of customer support for app users, with support primarily focused on merchants. This leaves users without assistance for app-related issues, impacting user satisfaction.
I can't get any help from customer support for app issues.
Payment Method Errors
Users experience persistent errors when trying to add or update payment methods, rendering the app unusable for transactions. This technical flaw severely impacts the app's functionality and user trust.
I can't add my payment card; it always says there's a network error.
Account Login Problems
Frequent login issues prevent users from accessing their accounts, with error messages and failed verification processes. This barrier to entry frustrates users and discourages app engagement.
I can't log into my account due to constant error messages.
Inconsistent Rewards Redemption
The app fails to consistently redeem rewards, with users reporting lost or unredeemable points. This inconsistency erodes user confidence in the app's reward system.
I can't redeem my rewards; they just disappear without being used.
Nuggets

Major Highlights of the Week

Everything you need to know about user experience
Order History Missing
The app lacks a feature to view past orders or reorder from recent restaurants, which is a standard in similar apps. This omission limits user convenience and diminishes the app's competitive edge.
Loyalty Points Issues
Users frequently lose loyalty points without a clear tracking system, leading to frustration and perceived unreliability. This undermines the app's core value proposition of rewarding customer loyalty.
Customer Support Gaps
There is a significant lack of customer support for app users, with support primarily focused on merchants. This leaves users without assistance for app-related issues, impacting user satisfaction.
Payment Method Errors
Users experience persistent errors when trying to add or update payment methods, rendering the app unusable for transactions. This technical flaw severely impacts the app's functionality and user trust.
Account Login Problems
Frequent login issues prevent users from accessing their accounts, with error messages and failed verification processes. This barrier to entry frustrates users and discourages app engagement.
Inconsistent Rewards Redemption
The app fails to consistently redeem rewards, with users reporting lost or unredeemable points. This inconsistency erodes user confidence in the app's reward system.

Quotes of the week

Hear from some of the most impactful users to drive changes

The app frequently encounters issues with ordering, presenting a significant opportunity for someone else to develop a similar application.
504Lou
Week of July 23rd, 2025
I have been unable to log into my account for months. When I attempt to log in, I receive an error message. Their support only assists retailers, not consumers.
cmp senc
Week of July 23rd, 2025
The app doesn't let you view past orders, and most of the time it doesn't even show businesses I know use Clover. Overall, it feels more like clutter than a useful tool.
ChrisChris1018
Week of July 23rd, 2025

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The quotes of the week

Hear from some of the most impactful users to drive changes
The app frequently encounters issues with ordering, presenting a significant opportunity for someone else to develop a similar application.
Candice Wu
App Store
I have been unable to log into my account for months. When I attempt to log in, I receive an error message. Their support only assists retailers, not consumers.
Kelly Williams
Google Play
The app doesn't let you view past orders, and most of the time it doesn't even show businesses I know use Clover. Overall, it feels more like clutter than a useful tool.
Koray Okumus
Google Play

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