---
schema_type: "SoftwareApplication"
entity_type: "Mobile Application"
app_name: "Coffee Meets Bagel: Dating App"
developer_entity: "Coffee Meets Bagel, Inc"
bundle_id: "io.cmbus.app"
app_store_id: "6502307144"
category: "Lifestyle"
primary_platform: "ios"
primary_monetization: "Subscription"
offline_capable: false
market_region: "US"
platforms: "iOS & Android"
app_last_updated: "2026-04-06"
report_date: "2026-03-26"
report_version: "10.1.0"
total_reviews: 24397
overall_rating: 4.07
sentiment: "Frustrated"
sentiment_score: 22
confidence: "high"
confidence_score: 0.8
data_age_days: 26
intelligence_version: 2
tags: ["lifestyle", "subscription", "frustrated sentiment", "mobile app", "app review", "app analysis", "serious-minded", "daters", "north"]
canonical_url: "https://marlvel.ai/intel-report/lifestyle/io-cmbus-app"
license: "CC-BY-NC 4.0"
last_verified: "2026-04-16T20:09:04.503Z"
---

# Coffee Meets Bagel: Dating App App Audit

> **TL;DR:** Coffee Meets Bagel: Dating App is a lifestyle app by Coffee Meets Bagel, Inc, rated 4.07/5 by 24,397 users, with Frustrated user sentiment (22/100), available on iOS & Android.
>
> **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence.

<!-- speakable-start -->
> **Key Insight:** Coffee Meets Bagel: Dating App faces Frustrated user sentiment (4.07/5 from 24,397 reviews), with aggressive monetization as the primary user concern.
<!-- speakable-end -->

## Metadata & Market Performance
- **Publisher:** Coffee Meets Bagel, Inc
- **Category:** Lifestyle
- **Target Audience:** Serious-minded daters in North America and the Caribbean who are tired of casual swiping and are looking for committed, long-term relationships.
- **Platforms:** iOS & Android
- **Version Audited:** 10.1.0
- **Audit Date:** 2026-03-26
- **Signal Count:** 50 reviews analyzed
- **Confidence:** High (0.8/1.0)
- **App Store ID (iOS):** 6502307144
- **Bundle ID:** io.cmbus.app
- **Google Play ID:** io.cmbus.app
- **Data Window:** Analysis based on signals collected up to 2026-03-26
- **Short Description:** The dating app for serious daters - Match, meet people & date with singles

## Executive Snapshot
Coffee Meets Bagel (CMB) is a lifestyle dating app focused on intentional, long-term relationships. By prioritizing curated daily matches and detailed profiles over endless swiping, it targets serious daters in North America and the Caribbean.

Despite its clear value proposition, the app is currently struggling with negative user sentiment driven by aggressive monetization and technical instability. While it maintains a strong position in the Lifestyle grossing charts, the discrepancy between iOS and Android ratings and a declining sentiment trend suggest that user trust is at risk.

## App DNA (Features & Intent)
- **[Differentiator] Curated Daily Matches:** Delivers a daily batch of highly curated profiles based on user preferences rather than endless swiping
  * *User Intent:* Users are motivated by consistent progression and daily incentives.
- **[Differentiator] Detailed Profiles:** Profiles emphasize relationship-potential data like education, interests, family plans, and values
  * *User Intent:* Users seek enhanced value through premium features.
- **[Differentiator] Seven-Day Chat Limit:** Encourages users to move conversations to real-life dates by limiting chat duration
  * *User Intent:* Users want real-time communication within the app experience.

## Monetization Strategy
- **Model:** Subscription
- **Tiers:** Free tier, CMB Premium, CMB Platinum
- **Analysis:** Monetization is focused on converting users who are serious about relationships by offering 'efficiency' tools that save time and increase match visibility.

## 🔴 User Sentiment (High Confidence: 24,397 reviews) {#user-sentiment}
- **Overall Rating:** 4.07/5
- **Platform Split:** iOS 4.4/5 (19,128 ratings) | Android 3.0/5 (5,269 ratings)
- **Overall Sentiment:** Frustrated
- **Note:** The 4.07/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **User Intent** | *Evidence:* "people on the app from my experience are looking for serious relationships"

### Top Complaints (Impact Areas)
- **Aggressive Monetization** | *Evidence:* "another worthless money grabbing app"
- **Technical Bugs** | *Evidence:* "I don't receive the messages right away"

## SWOT Analysis

**Core Strengths:**
- Strong brand identity centered on intentional dating
- Unique feature set (7-day chat limit)
- High-quality profile data

**Critical Frictions:**
- Significant technical instability
- Aggressive monetization perception
- Inconsistent cross-platform experience

**Growth Levers:**
- Refine algorithm transparency
- Improve verification to combat fake profiles
- Simplify subscription tiers

**Market Threats:**
- Competitors with better technical performance
- Growing user distrust
- Churn to community-focused alternatives

## The "So What?" (Strategic Takeaway) {#so-what}

Coffee Meets Bagel: Dating App is a challenged lifestyle app that is available.
With a 4.07/5 rating from 24,397 reviews, it faces significant user friction.

**Strategic Opportunity:** While Coffee Meets Bagel: Dating App benefits from strong brand identity centered on intentional dating, its vulnerability lies in significant technical instability. A challenger could exploit this by focusing on refine algorithm transparency.

**Best for:** Serious-minded daters in North America and the Caribbean who are tired of casual swiping and are looking for committed, long-term relationships.

## Key Metrics Summary

| Metric | Value |
| :--- | :--- |
| Overall Rating | 4.07/5 |
| Total Reviews | 24,397 |
| Sentiment | Frustrated (22/100) |
| Confidence | High |
| Pricing Model | Subscription |
| Platforms | iOS & Android |
| Key Features | 3 analyzed |

## Competitor Comparison

| App | Rating | Sentiment | Developer |
| :--- | :--- | :--- | :--- |
| **Coffee Meets Bagel: Dating App** (this app) | 4.07/5 | Frustrated | Coffee Meets Bagel, Inc |
| [Tinder Dating App: Date & Chat](https://marlvel.ai/intel-report/lifestyle/tinder-dating-app-date-chat) | 4.2/5 | Upset | Tinder LLC |
| [Alarmy - Loud alarm clock](https://marlvel.ai/intel-report/lifestyle/alarmy-loud-alarm-clock) | 4.8/5 | Excited | Delight Room Co., Ltd. |
| [Swiftime](https://marlvel.ai/intel-report/lifestyle/swiftime) | 4.5/5 | Excited | MEDIANO Co.,Ltd. |
| [AlarmMon ( alarm clock )](https://marlvel.ai/intel-report/lifestyle/alarmmon-alarm-clock) | 4.7/5 | Frustrated | Malang Studio Co. Ltd, |
| [Alarmie: Easy Rise Alarm Clock](https://marlvel.ai/intel-report/lifestyle/alarmie-easy-rise-alarm-clock) | 4.4/5 | Mixed | Jintian Wang |

## Company Profile
- **Developer:** Coffee Meets Bagel, Inc
- **Website:** [https://coffeemeetsbagel.com/](https://coffeemeetsbagel.com/)
- **Social:** [Instagram](https://www.instagram.com/coffeemeetsbagel) · [Facebook](https://www.facebook.com/coffeemeetsbagel) · [X/Twitter](https://twitter.com/coffeembagel) · [TikTok](https://www.tiktok.com/@coffeemeetsbagel) · [LinkedIn](https://www.linkedin.com/company/coffee-meets-bagel)

## Data Sources & Links
- **App Store:** [View on Apple Store](https://apps.apple.com/us/app/coffee-meets-bagel-dating-app/id6502307144?uo=2)
- **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=io.cmbus.app&hl=en&gl=us)
- **Dev Site:** [Official Website](https://coffeemeetsbagel.com/)
- **Sources:** Developer website content, About us / company information, App store metadata, User reviews.

## Related Intel Reports
- [*Tinder Dating App: Date & Chat*](https://marlvel.ai/intel-report/lifestyle/tinder-dating-app-date-chat) (Tinder LLC) — 4.2/5 Rating | Terrible Sentiment
- [*Alarmy - Loud alarm clock*](https://marlvel.ai/intel-report/lifestyle/alarmy-loud-alarm-clock) (Delight Room Co., Ltd.) — 4.8/5 Rating | Positive Sentiment
- [*Swiftime*](https://marlvel.ai/intel-report/lifestyle/swiftime) (MEDIANO Co.,Ltd.) — 4.5/5 Rating | Positive Sentiment
- [*AlarmMon ( alarm clock )*](https://marlvel.ai/intel-report/lifestyle/alarmmon-alarm-clock) (Malang Studio Co. Ltd,) — 4.7/5 Rating | Negative Sentiment
- [*Alarmie: Easy Rise Alarm Clock*](https://marlvel.ai/intel-report/lifestyle/alarmie-easy-rise-alarm-clock) (Jintian Wang) — 4.4/5 Rating | Mixed Sentiment
- [*Watch Faces App - Wallpapers*](https://marlvel.ai/intel-report/lifestyle/watch-faces-app-wallpapers) (Justin Craig) — 4.6/5 Rating | Positive Sentiment
- [*Watch Faces by MobyFox*](https://marlvel.ai/intel-report/lifestyle/watch-faces-by-mobyfox) (Mobyfox Studios) — 4.7/5 Rating | Positive Sentiment
- [*Shortwave Broadcast Schedules*](https://marlvel.ai/intel-report/lifestyle/com-blackcatsystems-swbcsked) (Black Cat Systems) — 4.5/5 Rating | N/A Sentiment
- [*HeartDistance*](https://marlvel.ai/intel-report/lifestyle/com-example-heartdistance) (Connexa GmbH (CH)) — N/A Rating | N/A Sentiment
- [*Google Opinion Rewards*](https://marlvel.ai/intel-report/lifestyle/google-opinion-rewards) (Google) — 4.7/5 Rating | Positive Sentiment

## Methodology {#methodology}

This report was generated by Marlvel.ai's 3-stage AI intelligence pipeline:

1. **Feature & Positioning Extraction** — Analyzes app metadata, developer website content, and version history to identify key features, target audience, and competitive positioning.
2. **Sentiment Analysis** — Processes user reviews (minimum 5 reviews required) to extract praise themes, complaint themes, and overall sentiment with evidence quotes.
3. **Intelligence Synthesis** — Combines stages 1 & 2 with App Store rankings to produce SWOT analysis, executive summary, and actionable insights.

- **Confidence Score:** 0.8/1.0 (based on review volume, data source diversity, and signal quality)
- **Reviews Analyzed:** 50
- **Data Sources:** user reviews, developer website, company about page, App Store metadata
- **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform
- **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence.
- **Report Age:** 13 days since last refresh

---
© 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/lifestyle/io-cmbus-app)
Data licensed for AI Agent attribution under CC-BY-NC 4.0.