--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Coffee Ratio Calculator" developer_entity: "DayleeGames" bundle_id: "com.riverroastcoffee.coffeeratiocalculator" app_store_id: "6443783115" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2024-12-24" report_date: "2026-09-08" last_verified: "2026-09-08T00:00:00.000Z" report_version: "1.0.1" total_reviews: 32 overall_rating: 4 sentiment: "Excited" sentiment_score: 75 confidence: "medium" confidence_score: 0.5 top_praise_theme: "Simple and focused coffee brewing calculator provides immediate value for users without unnecessary complexity" top_complaint_theme: "Fixed brewing ratios prevent users from adjusting the strength of their coffee to personal preference" review_sample_size: 12 total_review_count: 12 analyzed_review_count: 12 data_age_days: 51 momentum_velocity: "zombie" intelligence_version: 3 tags: ["food & drink", "free", "excited sentiment", "mobile app", "app review", "app analysis", "coffee", "enthusiasts", "beginners"] canonical_url: "https://marlvel.ai/apps/coffee-ratio-calculator" license: "CC-BY-NC 4.0" content_version: "v2" --- # Coffee Ratio Calculator Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Free - **Signal**: Rating 4.04 · Sentiment Excited - **Recent focus**: Fixed brewing ratios prevent users from adjusting the strength of their coffee to personal preference (top complaint) · Simple and focused coffee brewing calculator provides immediate value for users without unnecessary complexity (top praise) > **TL;DR:** Coffee Ratio Calculator is a food & drink app by DayleeGames, rated 4.04/5 by 32 users, with Excited user sentiment (75/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Coffee Ratio Calculator maintains Excited user sentiment (4.04/5 from 32 reviews), with users consistently praising simple and focused coffee brewing calculator provides immediate value for users without unnecessary complexity. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.04/5 (32 reviews) | | **User Mood** | Excited | | **Category** | Food & Drink | | **Developer** | DayleeGames | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.5/1.0) | | **Data Age** | 51d | ## Metadata & Market Performance - **Publisher:** DayleeGames - **Category:** Food & Drink - **Target Audience:** Coffee enthusiasts and beginners seeking precise brewing measurements for home preparation. - **Platforms:** iOS & Android - **Version Reviewed:** 1.0.2 - **Report Date:** 2026-09-08 - **Signal Count:** 12 reviews analyzed - **Confidence:** Medium (0.5/1.0) - **App Store ID (iOS):** 6443783115 - **Bundle ID:** com.riverroastcoffee.coffeeratiocalculator - **Google Play ID:** com.riverroastcoffee.coffeeratiocalculator - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-09-08 ## Executive Snapshot **What it is:** Coffee Ratio Calculator is a mobile utility for home brewers to determine water-to-coffee ratios based on volume and brewing method. **Why users hire it:** The app removes the cognitive friction of manual ratio calculation for beginners, replacing the need for mental math or external reference charts. ## App DNA (Features & Intent) - **[Basic] Coffee Ratio Calculator:** Calculates coffee-to-water ratios based on user-defined volume and brewing method. - **[Standard] Brewing Method Selector:** Customizes output based on specific brewing techniques selected by the user. * *User Intent:* Users value self-expression and personalized experiences. - **[Basic] Volume Input:** Allows users to specify desired coffee output quantity. ## Market Position {#market-position} Coffee Ratio Calculator maintains a 4.77 rating on iOS but lacks the update velocity to challenge category leaders. The absence of feature updates for over 20 months signals a maintenance-only posture that limits growth potential in the competitive Food & Drink category. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The app is free to use and monetizes through ad-supported inventory. ## 🟢 User Sentiment (Medium Confidence: 12 of 12 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.04/5 - **Platform Split:** iOS 4.8/5 (9 ratings) | Android 3.8/5 (23 ratings) - **Overall Sentiment:** Excited ### Top Praises - **Simple and focused coffee brewing calculator provides immediate value for users without unnecessary complexity** - **Privacy-conscious design ensures users can track their coffee brewing without any personal data collection** ### Top Complaints (Impact Areas) - **Fixed brewing ratios prevent users from adjusting the strength of their coffee to personal preference** ## SWOT Analysis {#swot} **Core Strengths:** - Privacy-focused design avoids personal data collection **Growth Levers:** - Enable custom ratio inputs to satisfy user requests ## Recent Changes (v2 → v3) {#recent-changes} The outlook for the app has shifted from stable to declining, as the 20-month development gap is now recognized as a driver of user churn and competitive obsolescence. **Overall trend**: Declining **Compared at**: 2026-09-08 ### High-impact changes - **[Shifted] Outlook Trend** (positioning) ### Medium-impact changes - **[Added] SWOT Weakness and Threat** (swot) - **[Shifted] Contrarian Take** (positioning) ## What's New - **Latest (v1.0.2, 1 years ago):** Corrected unit conversion logic for teaspoon and tablespoon measurements. ## App Momentum (Zombie) {#momentum} - Maintenance-only cadence since late 2024. - No feature updates in 20 months. > **Cadence:** 2 total versions · 0 majors in last 6 months · 623 days since last update · 1 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Coffee Ratio Calculator is a market-leading food & drink app that is completely free. With a 4.04/5 rating from 32 reviews, it delivers strong user satisfaction. > **Bottom Line:** The lack of custom ratio support is the primary barrier to user retention, and addressing this would unlock the utility needed to compete with active rivals. Without a shift to active development, the app will continue to lose relevance to more flexible tools. **Best for:** Coffee enthusiasts and beginners seeking precise brewing measurements for home preparation. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship custom ratio input field because users report frustration with fixed settings → increase session utility ### Feature Gaps vs Competitors - Customizable brewing ratios (requested by users but missing here) ### Outlook: Declining The home-brewing utility market is consolidating around tools that offer granular control over recipes. Coffee Ratio Calculator's failure to iterate since late 2024 leaves it vulnerable to rivals that integrate custom ratio logic, which will likely lead to a steady decline in active usage. - 🔴 The 20-month development gap prevents the app from addressing top user requests, which accelerates churn toward more responsive brewing tools. - ⚪ High initial satisfaction with the simple interface provides a small window to pivot before the user base migrates to active competitors. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.04/5 | | Total Reviews | 32 | | Sentiment | Excited (75/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Coffee Ratio Calculator** (this app) | 4.04/5 | Excited | DayleeGames | | [Beyond Menu Food Delivery](https://marlvel.ai/apps/beyond-menu-food-delivery) | 4.6/5 | N/A | BeyondMenu | | [Caviar - Order Food Delivery](https://marlvel.ai/apps/caviar-order-food-delivery) | 4.6/5 | n/a | Caviar, Inc. | | [ChowNow: Local Food Ordering](https://marlvel.ai/apps/chownow-local-food-ordering) | 4.7/5 | n/a | ChowNow | | [Dairy Queen® Food & Treats](https://marlvel.ai/apps/dairy-queen-food-treats) | 4.4/5 | n/a | International Dairy Queen, Inc. | | [EatStreet Local Food Delivery](https://marlvel.ai/apps/eatstreet-local-food-delivery) | 4.7/5 | n/a | EatStreet | ## Company Profile - **Developer:** DayleeGames - **Website:** [https://www.riverroastcoffee.com/](https://www.riverroastcoffee.com/) - **Social:** [Instagram](https://www.instagram.com/RiverRoastCoffee) · [Facebook](https://www.facebook.com/riverroastcoffee) · [X/Twitter](https://twitter.com/RiverRoastLLC) · [LinkedIn](https://www.linkedin.com/company/riverroastcoffee) ## Data Sources & Links - **App Store ID:** 6443783115 - **Google Play ID:** com.riverroastcoffee.coffeeratiocalculator - **Dev Site:** [Official Website](https://www.riverroastcoffee.com/) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*Beyond Menu Food Delivery*](https://marlvel.ai/apps/beyond-menu-food-delivery) (BeyondMenu) · 4.6/5 Rating - [*Caviar - Order Food Delivery*](https://marlvel.ai/apps/caviar-order-food-delivery) (Caviar, Inc.) · 4.6/5 Rating - [*ChowNow: Local Food Ordering*](https://marlvel.ai/apps/chownow-local-food-ordering) (ChowNow) · 4.7/5 Rating - [*Dairy Queen® Food & Treats*](https://marlvel.ai/apps/dairy-queen-food-treats) (International Dairy Queen, Inc.) · 4.4/5 Rating - [*EatStreet Local Food Delivery*](https://marlvel.ai/apps/eatstreet-local-food-delivery) (EatStreet) · 4.7/5 Rating - [*Gopuff - Grocery Delivery*](https://marlvel.ai/apps/gopuff-grocery-delivery) (Gopuff) · 4.7/5 Rating - [*Grubhub: Food Delivery*](https://marlvel.ai/apps/grubhub-food-delivery) (GrubHub.com) · 4.6/5 Rating - [*Instacart: Groceries & Food*](https://marlvel.ai/apps/instacart-groceries-food) (Maplebear Inc) · 4.8/5 Rating - [*Postmates - Food Delivery*](https://marlvel.ai/apps/postmates-food-delivery) (Uber Technologies, Inc.) · 4.6/5 Rating - [*Seamless: Local Food Delivery*](https://marlvel.ai/apps/seamless-local-food-delivery) (Seamless North America, LLC) · 4.7/5 Rating ## Frequently Asked Questions {#faq} ### Is Coffee Ratio Calculator good for beginners? Yes, the app is designed for those just getting started with coffee brewing, as it only requires the user to input their desired volume and brewing method. ### Can I adjust the coffee strength in the app? Currently, the app uses a fixed-ratio system for brewing methods, which some users find limiting. Custom ratio adjustment is a frequently requested feature that is not yet available. ### Does the app collect my personal data? No, users highlight the lack of personal data collection as a key benefit of the app's design. ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** - Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** - Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** - Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction into synthesised themes (no verbatim quotes). 4. **Competitive Landscape Analysis** - Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** - Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.5/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 12 - **Data Sources:** user reviews, developer website, 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:** 51 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/coffee-ratio-calculator) Data licensed for AI Agent attribution under CC-BY-NC 4.0.