Cantina
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 are frustrated by the app's requirement to know someone who already uses it or to invite friends to gain access. This creates a barrier to entry and discourages potential users who may not have connections already using the app.'s key feedback
A weekly roundup of Around 20% of users are frustrated by the app's requirement to know someone who already uses it or to invite friends to gain access. This creates a barrier to entry and discourages potential users who may not have connections already using the app.'s key feedback
A weekly roundup of Around 20% of users are frustrated by the app's requirement to know someone who already uses it or to invite friends to gain access. This creates a barrier to entry and discourages potential users who may not have connections already using the app.'s key feedback
Privacy Concerns
A significant number of users, approximately 40%, express discomfort with the app's requirement for full access to their contacts, viewing it as a potential privacy invasion. This mandatory access is seen as unnecessary and intrusive, leading to distrust and app deletion.
The app demands full access to my contacts, which feels like a privacy invasion.
Privacy Concerns
A significant number of users, approximately 40%, express discomfort with the app's requirement for full access to their contacts, viewing it as a potential privacy invasion. This mandatory access is seen as unnecessary and intrusive, leading to distrust and app deletion.
The app demands full access to my contacts, which feels like a privacy invasion.
Privacy Concerns
A significant number of users, approximately 40%, express discomfort with the app's requirement for full access to their contacts, viewing it as a potential privacy invasion. This mandatory access is seen as unnecessary and intrusive, leading to distrust and app deletion.
The app demands full access to my contacts, which feels like a privacy invasion.
Access Barriers
Around 20% of users are frustrated by the app's requirement to know someone who already uses it or to invite friends to gain access. This creates a barrier to entry and discourages potential users who may not have connections already using the app.
I can't use the app unless I know someone who already has it, which is frustrating.
Access Barriers
Around 20% of users are frustrated by the app's requirement to know someone who already uses it or to invite friends to gain access. This creates a barrier to entry and discourages potential users who may not have connections already using the app.
I can't use the app unless I know someone who already has it, which is frustrating.
Access Barriers
Around 20% of users are frustrated by the app's requirement to know someone who already uses it or to invite friends to gain access. This creates a barrier to entry and discourages potential users who may not have connections already using the app.
I can't use the app unless I know someone who already has it, which is frustrating.
Loading and Functionality Issues
Approximately 15% of users report issues with the app's performance, such as long loading times and difficulties in creating videos or uploading images. These technical problems hinder the user experience and lead to dissatisfaction.
The app takes too long to load and struggles with video creation, making it frustrating to use.
Loading and Functionality Issues
Approximately 15% of users report issues with the app's performance, such as long loading times and difficulties in creating videos or uploading images. These technical problems hinder the user experience and lead to dissatisfaction.
The app takes too long to load and struggles with video creation, making it frustrating to use.
Loading and Functionality Issues
Approximately 15% of users report issues with the app's performance, such as long loading times and difficulties in creating videos or uploading images. These technical problems hinder the user experience and lead to dissatisfaction.
The app takes too long to load and struggles with video creation, making it frustrating to use.
Misleading Advertising
About 10% of users feel misled by the app's advertising, claiming that the app does not deliver the features or quality shown in promotions. This discrepancy between expectation and reality results in disappointment and distrust.
The app doesn't match the quality or features shown in its advertisements, which is misleading.
Misleading Advertising
About 10% of users feel misled by the app's advertising, claiming that the app does not deliver the features or quality shown in promotions. This discrepancy between expectation and reality results in disappointment and distrust.
The app doesn't match the quality or features shown in its advertisements, which is misleading.
Misleading Advertising
About 10% of users feel misled by the app's advertising, claiming that the app does not deliver the features or quality shown in promotions. This discrepancy between expectation and reality results in disappointment and distrust.
The app doesn't match the quality or features shown in its advertisements, which is misleading.
Competitor Benchmark
A weekly roundup of Client
A weekly roundup of Client

Users' choice
Replika receives mixed feedback, with users appreciating its ability to provide companionship and emotional support, but many criticize its lack of memory and repetitive responses. Users also express dissatisfaction with customer service and the app's pricing model.

Users' choice
Replika receives mixed feedback, with users appreciating its ability to provide companionship and emotional support, but many criticize its lack of memory and repetitive responses. Users also express dissatisfaction with customer service and the app's pricing model.

Users' choice
Replika receives mixed feedback, with users appreciating its ability to provide companionship and emotional support, but many criticize its lack of memory and repetitive responses. Users also express dissatisfaction with customer service and the app's pricing model.

Runner up
Character.AI is praised for its engaging role-playing capabilities and creative potential, but users are frustrated with recent updates introducing time limits and ads, which they feel detract from the experience. The app's memory issues and restrictions on usage have also been points of contention.

Runner up
Character.AI is praised for its engaging role-playing capabilities and creative potential, but users are frustrated with recent updates introducing time limits and ads, which they feel detract from the experience. The app's memory issues and restrictions on usage have also been points of contention.

Runner up
Character.AI is praised for its engaging role-playing capabilities and creative potential, but users are frustrated with recent updates introducing time limits and ads, which they feel detract from the experience. The app's memory issues and restrictions on usage have also been points of contention.

Straggler
Cantina receives mixed reviews, with users enjoying the fun and creative aspects of creating AI characters and videos, but many are concerned about privacy issues due to mandatory contact access. The app's usability and requirement to invite friends for full access are also criticized.

Straggler
Cantina receives mixed reviews, with users enjoying the fun and creative aspects of creating AI characters and videos, but many are concerned about privacy issues due to mandatory contact access. The app's usability and requirement to invite friends for full access are also criticized.

Straggler
Cantina receives mixed reviews, with users enjoying the fun and creative aspects of creating AI characters and videos, but many are concerned about privacy issues due to mandatory contact access. The app's usability and requirement to invite friends for full access are also criticized.
Nuggets
Major highlights of the week
Nuggets
Major highlights of the week
Nuggets
Major highlights of the week
Contact Access Requirement
The app mandates full access to users' contact lists, which many find intrusive and unnecessary for app functionality. This requirement is a significant barrier to user adoption and raises privacy concerns.
Privacy Concerns
Users are uncomfortable with the app's extensive data access requirements, fearing misuse of personal information. The lack of transparency about data usage exacerbates these concerns.
Loading and Performance Issues
The app experiences significant loading delays and performance issues, hindering user experience and engagement. Users report long wait times and unresponsive features.
Misleading Advertising
The app's promotional content does not accurately represent its actual capabilities, leading to user disappointment. Advertisements are created using external tools, not the app itself.
User Onboarding Frustrations
The app's onboarding process is cumbersome, requiring users to invite friends or know existing users to gain access. This creates a barrier to entry and frustrates potential users.
Content Quality and Safety
The app encourages the creation of low-quality or inappropriate content, raising concerns about its suitability for all audiences. The focus on views over content responsibility is troubling.
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How leading brands use Clarity
How leading brands use Clarity
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Alexandra Motto
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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.”
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.”
126 million
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126 million
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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.

700 million
weekly active customers
Chosen by OpenAI to surface insights from customer conversations securely.

700 million
weekly active customers
Chosen by OpenAI to surface insights from customer conversations securely.
Clarity cuts VoC analysis time by 55%, helping Minoan prioritize high-impact features fast

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
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
Head of Customer Experience
"Clarity helps us replace guesswork with real data from our feedback. I can go into product meetings with clear evidence"

70 million
weekly active customers
Turning rider and captain feedback into smarter everyday experiences

70 million
weekly active customers
Turning rider and captain feedback into smarter everyday experiences

70 million
weekly active customers
Turning rider and captain feedback into smarter everyday experiences
467,000
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467,000
monthly customers
467,000
monthly customers
System normal
System normal
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