High confidence · Latest 100 of 149 total reviews analyzed · Based on 149 reviews. Signal may be noisy.

Upset

Recent user voice shows a upset sentiment. Users appreciate occasional users find the core matching experience feels more authentic than competing platforms, but report aggressive paywalls restrict core functionality and prevent users from viewing or messaging matches and broken discovery algorithms show irrelevant profiles outside of user-defined geographic and preference filters.

Rating: 3.7

Reviews: 149

Confidence: high

How did the latest release land?

Overall
4.1/ 5
(25.4K)
Current version
4.4/ 5
+0.3 vs overall
(19.9K)
Main signal post-update: occasional users find the core matching experience feels more authentic than competing platforms.

Sentiment over time

Weekly average rating and review volume across stores, last 90 days.

How have ratings & review volume moved?

Rating, review sentiment, and total reviews over time, with release markers showing the post-launch impact.

Rating over time

Vertical markers = app releases. Hover any release for the post-release impact delta.

Releases:MajorMinorPatch5 releases in range

Review themes

Praise

What users love

  • Occasional users find the core matching experience feels more authentic than competing platforms
    • Some users report the matches feel more genuine and less bot-driven than other apps
    • A small subset of users express satisfaction with the quality of connections made
Complaint

Common complaints

  • Aggressive paywalls restrict core functionality and prevent users from viewing or messaging matches
    • Users report being unable to message or view profiles without expensive subscriptions
    • Frequent prompts to purchase in-app currency or premium tiers disrupt the user experience
  • Broken discovery algorithms show irrelevant profiles outside of user-defined geographic and preference filters
    • Users frequently complain about seeing matches from different states or countries
    • Filters for age and distance appear to be ignored by the current matching system
Request

Most requested

  • Unified global account access to allow searching for matches across different geographic regions
    • Users request the ability to set location freely rather than being restricted to regional apps

Disclosure: Independent intel to help mobile builders succeed.

AI-powered analysis with editorial review, built from publicly available sources. Marlvel.ai is not affiliated with, endorsed by, or sponsored by Coffee Meets Bagel: Dating App, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

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