App Overview

Coffee Meets Bagel: Dating App icon

Coffee Meets Bagel: Dating App

Coffee Meets Bagel, Inc · Lifestyle

JOIN DATING APP COFFEE MEETS BAGEL (*North America & Caribbean)

Free · In-app purchases

PRICE
Free
In-app purchases
BUSINESS MODEL
Freemium
No overall Grossing estimate available
RATING
★ 4.3
22,292 ratings · Top 30%

Evidence scope: No current overall US chart position is available. Category-chart positions shown in discovery are a separate scope. Revenue is a directional model estimate, not verified earnings.

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A product spec, screen plans, and build steps for your coding agent.

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What's included17 files

A product spec, phased build plan, differentiation notes, and screen references.

  • START_HERE
  • AGENTS
  • EVIDENCE
  • SPEC
  • BUILD_PLAN
  • DIFFERENTIATION
  • skills/
  • screens/
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Illustrative example: an invoice app for independent contractors. Your kit is tailored to the app you choose; this is not its generated content.

Feature spec

Goal: Send a clear invoice after finishing a job.

  • Add a client, line items, a due date, and payment instructions.
  • Preview the total before exporting a PDF.
  • Keep an editable draft if export fails.

Screen plan

Invoice editor: Client at the top, editable line items in the middle, total and preview action at the bottom.

States: Empty draft, validation errors beside each field, exporting, and a retry action that preserves the draft.

Differentiate and validate

Hypothesis: Contractors need faster repeat invoices more than more templates.

First experiment: Test duplicating a previous job with five contractors. Watch where they hesitate before expanding the feature set.

The full kit adds a phased build plan, evidence notes, tool prompts, and implementation guidance. It is a plan for your coding agent, not a finished app.

Usage: Mechanics are fair game; never reuse the original name, branding, assets, or verbatim copy.

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Quick prompt

> SELECT BUILD PLATFORM:

Good fit for mobile-first iOS and Android prototypes with managed app scaffolding.

// RORK SYSTEM PROMPT
Rork plan preview for Coffee Meets Bagel: Dating App: map the core Lifestyle workflow, choose the smallest differentiated feature set, define the data and monetization boundaries, then prototype the riskiest user journey first.
            

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App evidence

Original App Store material. Ratings and screenshots describe the existing app, not proof of demand for your version.

Screenshots

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App Store description

JOIN DATING APP COFFEE MEETS BAGEL (*North America & Caribbean) Ready to ditch the dating games and find something serious? You'll be in good company at Coffee Meets Bagel, where 91% of our daters are looking for a serious relationship. That means less swiping, and more matching, chatting, and *actual* dating. We've made over 150 million matches and counting. Ready to meet yours? ... CURATED COMMUNITY Looking for something casual? You’re welcome to join, but you won’t find that here. We ask upfront what you’re looking for and only deliver daily batches of highly curated matches – that way, everyone is actually dating with intention. DETAILED PROFILES Do they want kids? What’s their relationship goal? Do they share your values? Every CMB date should be relationship-potential, so we’ve made sure all the important details like education, interests, and family plans are upfront. CHATS MADE FOR MEETING We’ll help you get the conversation rolling with Icebreakers, then help you move the conversation to real life with Seven-Day Chat Limit. Because small talk is cool and all, but face-to-face is the real deal. MORE WAYS TO MEET Stick to our daily picks in Suggested, explore more in Discover, or match instantly in Likes You. Wherever you choose to start on CMB, there’s always someone worth meeting. ... MEET CMB PREMIUM Coffee Meets Bagel is a free dating app, but you can always upgrade to Premium for special features. Plus, Premium members get up to 2x more dates. Premium features are subject to change, but here are the current perks you can enjoy: - Unlimited Suggested: Like and pass on as many suggested profiles as you want. - See all your likes: Why wait? Unblur all your likes and match instantly. - 8 flowers a month: Send a virtual bouquet in Suggested or Discover to stand out and be seen sooner. - Premium Preferences: Set relationship goals, smoking habits, and more in Suggested. - 1 Boost a month: All eyes on you! Boost your profile for up to 5x more views. - Activity Reports: See who’s worth your time with activity and chat statistics. - Read Receipts: Know when your messages are read, so you’re never left in the dark. - Unlimited Rewinds: Change your mind? Undo passes on suggested profiles in History. ... WHAT PEOPLE ARE SAYING "One of the best dating apps for relationships, according to real people who found success" – Yahoo Finance "Best for setting up real dates" – Mashable "Best app if you're trying to Marie Kondo your dating life." – Women's Health "Screw endless browsing: CMB focuses on in-depth profiles and only sends curated matches." – Mashable ... PRIVACY 1. Permissions to access notifications are strongly suggested. If access is denied, you will not be notified in real-time when you have new Matches and messages. 2. Permissions to access location are strongly suggested. If access is denied, we will not be able to Match you with users near you. 3. Permissions to access your Photos are strongly suggested. If access is denied, you will not be able to upload pictures saved in your Photos to your profile. By downloading or using the CMB app, you agree to the Terms of Service and Privacy Policy, available at https://coffeemeetsbagel.com/privacy-terms/

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Opportunities

AI-GENERATED OPPORTUNITY HYPOTHESES

These are generated suggestions, not verified review quotations. Check current App Store reviews and speak with users before treating a possible gap as a requirement.

Hypothesis 1

Implement better profile discovery algorithms.

Assumption to check: Limited user profiles can lead to fewer matches.

Validate with people who use this workflow before building.

Hypothesis 2

Provide clearer value for premium features.

Assumption to check: In-app purchases can confuse users.

Validate with people who use this workflow before building.

Hypothesis 3

Incorporate gamification elements to retain users.

Assumption to check: User engagement can drop without prompts.

Validate with people who use this workflow before building.

Hypothesis 4

Enhance verification to build user trust.

Assumption to check: Profile verification process is often inadequate.

Validate with people who use this workflow before building.

Build scope

Plan a focused first version with your coding agent. These are planning assumptions, not a delivery guarantee.

Define the first version

Choose one audience and one core workflow. Use the kit to agree on its screens, data, and acceptance criteria before building.

Set boundaries

Decide which secondary features, integrations, and platform support can wait. Your version does not need to reproduce everything in the original.

Check the hard parts

Validate external services, specialist technology, data access, and ongoing costs for your chosen scope.

SUGGESTED BUILD STACK
React Native
Expo
Zustand
Axios
React Navigation
Firebase
BUILD KIT DIFFICULTY
Expert

From the Build Kit assessment.

A reliable timeline needs an agreed scope and a technical check. Ask your agent to estimate the phases in BUILD_PLAN.md after that review.