---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Coffee Meets Bagel: Dating App"
bundle_id: "io.cmbus.app"
parent_report: "https://marlvel.ai/api/llm/apps/lifestyle/io-cmbus-app"
canonical_url: "https://marlvel.ai/apps/io-cmbus-app#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Coffee Meets Bagel: Dating App User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (High Confidence: 100 of 149 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.09/5
- **Platform Split:** iOS 4.4/5 (19.9K ratings) | Android 3.1/5 (5.5K ratings)
- **Overall Sentiment:** Upset
- **Note:** The 4.09/5 store rating reflects cumulative history, while the Upset sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **Occasional users find the core matching experience feels more authentic than competing platforms**

### Top Complaints (Impact Areas)
- **Aggressive paywalls restrict core functionality and prevent users from viewing or messaging matches**
- **Broken discovery algorithms show irrelevant profiles outside of user-defined geographic and preference filters**

### Top Requests (What Users Want)
- **Unified global account access to allow searching for matches across different geographic regions**

<!-- /section:sentiment -->
<!-- section:swot -->