Coffee Meets Bagel: Dating App
Coffee Meets Bagel: Dating App
Coffee Meets Bagel: Dating App
Coffee Meets Bagel: Dating App
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 Users express dissatisfaction with the app's monetization strategy, where essential features like seeing who liked you are locked behind a paywall, making the free version feel inadequate. This issue affects about 40% of users, who feel pressured to pay for basic functionalities.'s key feedback
A weekly roundup of Users express dissatisfaction with the app's monetization strategy, where essential features like seeing who liked you are locked behind a paywall, making the free version feel inadequate. This issue affects about 40% of users, who feel pressured to pay for basic functionalities.'s key feedback
A weekly roundup of Users express dissatisfaction with the app's monetization strategy, where essential features like seeing who liked you are locked behind a paywall, making the free version feel inadequate. This issue affects about 40% of users, who feel pressured to pay for basic functionalities.'s key feedback
Limited Matches
Many users report receiving very few daily matches, with some not seeing any profiles at all, which can be frustrating and lead to a poor user experience. Approximately 30% of users seem to be affected by this issue, especially those in less populated areas.
I log in daily and find no potential matches, which is disappointing.
Limited Matches
Many users report receiving very few daily matches, with some not seeing any profiles at all, which can be frustrating and lead to a poor user experience. Approximately 30% of users seem to be affected by this issue, especially those in less populated areas.
I log in daily and find no potential matches, which is disappointing.
Limited Matches
Many users report receiving very few daily matches, with some not seeing any profiles at all, which can be frustrating and lead to a poor user experience. Approximately 30% of users seem to be affected by this issue, especially those in less populated areas.
I log in daily and find no potential matches, which is disappointing.
Paywall Frustration
Users express dissatisfaction with the app's monetization strategy, where essential features like seeing who liked you are locked behind a paywall, making the free version feel inadequate. This issue affects about 40% of users, who feel pressured to pay for basic functionalities.
You can't see who likes you unless you pay, which feels unfair.
Paywall Frustration
Users express dissatisfaction with the app's monetization strategy, where essential features like seeing who liked you are locked behind a paywall, making the free version feel inadequate. This issue affects about 40% of users, who feel pressured to pay for basic functionalities.
You can't see who likes you unless you pay, which feels unfair.
Paywall Frustration
Users express dissatisfaction with the app's monetization strategy, where essential features like seeing who liked you are locked behind a paywall, making the free version feel inadequate. This issue affects about 40% of users, who feel pressured to pay for basic functionalities.
You can't see who likes you unless you pay, which feels unfair.
Inaccurate Suggestions
The app's matching algorithm often suggests profiles that do not align with user preferences, such as age or location, leading to a mismatch in expectations. Around 25% of users have reported this problem, which diminishes the app's effectiveness in finding compatible matches.
The matches I get are way outside my set preferences, which is frustrating.
Inaccurate Suggestions
The app's matching algorithm often suggests profiles that do not align with user preferences, such as age or location, leading to a mismatch in expectations. Around 25% of users have reported this problem, which diminishes the app's effectiveness in finding compatible matches.
The matches I get are way outside my set preferences, which is frustrating.
Inaccurate Suggestions
The app's matching algorithm often suggests profiles that do not align with user preferences, such as age or location, leading to a mismatch in expectations. Around 25% of users have reported this problem, which diminishes the app's effectiveness in finding compatible matches.
The matches I get are way outside my set preferences, which is frustrating.
Technical Glitches
Users frequently encounter bugs and technical issues, such as profiles not loading or the app resetting timers, which disrupts the user experience. Approximately 20% of users have mentioned these glitches, indicating a need for technical improvements.
The app keeps resetting my timer without showing any profiles, which is annoying.
Technical Glitches
Users frequently encounter bugs and technical issues, such as profiles not loading or the app resetting timers, which disrupts the user experience. Approximately 20% of users have mentioned these glitches, indicating a need for technical improvements.
The app keeps resetting my timer without showing any profiles, which is annoying.
Technical Glitches
Users frequently encounter bugs and technical issues, such as profiles not loading or the app resetting timers, which disrupts the user experience. Approximately 20% of users have mentioned these glitches, indicating a need for technical improvements.
The app keeps resetting my timer without showing any profiles, which is annoying.
Competitor Benchmark
A weekly roundup of Client
A weekly roundup of Client

Users' choice
Hinge receives positive feedback for its ability to facilitate meaningful connections, with many users finding long-term partners and even spouses through the app. However, some users criticize it for having fake profiles and a lack of transparency in account bans.

Users' choice
Hinge receives positive feedback for its ability to facilitate meaningful connections, with many users finding long-term partners and even spouses through the app. However, some users criticize it for having fake profiles and a lack of transparency in account bans.

Users' choice
Hinge receives positive feedback for its ability to facilitate meaningful connections, with many users finding long-term partners and even spouses through the app. However, some users criticize it for having fake profiles and a lack of transparency in account bans.

Runner up
Bumble is praised for its unique feature where women make the first move, but it faces criticism for expensive subscription fees and paywalls that limit user experience. Many users express frustration over the app's pricing model and the perceived lack of genuine matches.

Runner up
Bumble is praised for its unique feature where women make the first move, but it faces criticism for expensive subscription fees and paywalls that limit user experience. Many users express frustration over the app's pricing model and the perceived lack of genuine matches.

Runner up
Bumble is praised for its unique feature where women make the first move, but it faces criticism for expensive subscription fees and paywalls that limit user experience. Many users express frustration over the app's pricing model and the perceived lack of genuine matches.

Straggler
Coffee Meets Bagel is criticized for its limited daily matches and the necessity to pay for premium features to see likes and match with others. Users express dissatisfaction with the app's restrictive nature and the perceived lack of active users.

Straggler
Coffee Meets Bagel is criticized for its limited daily matches and the necessity to pay for premium features to see likes and match with others. Users express dissatisfaction with the app's restrictive nature and the perceived lack of active users.

Straggler
Coffee Meets Bagel is criticized for its limited daily matches and the necessity to pay for premium features to see likes and match with others. Users express dissatisfaction with the app's restrictive nature and the perceived lack of active users.
Nuggets
Major highlights of the week
Nuggets
Major highlights of the week
Nuggets
Major highlights of the week
Location Issues
Users in remote areas or with specific location needs find the app ineffective due to the inability to manually change location settings, leading to a lack of potential matches. This limitation is particularly frustrating for those who have had success with location adjustments on other dating platforms.
Paywall Frustration
The app's core features, such as seeing who likes you, are locked behind a paywall, leading to dissatisfaction among users who feel pressured to pay for basic functionalities. This monetization strategy is perceived as a barrier to forming genuine connections.
Match Quality
Users report that the quality of matches does not align with their preferences, even when filters and dealbreakers are set, resulting in irrelevant suggestions. This misalignment diminishes the app's value proposition of providing curated matches.
Fake Profiles
The presence of fake profiles and scammers undermines trust in the app, with users encountering profiles that do not match their stated intentions or appear to be automated. This issue detracts from the app's promise of a serious dating environment.
Customer Support
Users experience frustration with the lack of responsive customer support, receiving automated responses without resolution to their issues. This lack of support exacerbates dissatisfaction with the app's functionality and service.
Subscription Transparency
The app's subscription model and pricing are perceived as misleading, with users feeling deceived by the need to pay upfront for multiple months to access advertised rates. This lack of transparency affects user trust and satisfaction.
Your voice of customer, unified
Your voice of customer, unified
Bring all your feedback into one place—so product, support, customer experience and leadership work from the same source of truth.





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
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.”
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
global subscribers
126 million
global subscribers
126 million
global subscribers

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
monthly customers
467,000
monthly customers
467,000
monthly customers
System normal
System normal
System normal


