--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "The Coffee Bean® Rewards" developer_entity: "The Coffee Bean & Tea Leaf" bundle_id: "com.coffeebean.apps.production" app_store_id: "1145922517" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-03-30" report_date: "2026-08-11" last_verified: "2026-08-11T00:00:00.000Z" report_version: "5.8.0" total_reviews: 3245 overall_rating: 2.7 sentiment: "Upset" sentiment_score: 15 confidence: "high" confidence_score: 0.8 top_praise_theme: "The variety of tea options provides a welcome alternative for users who do not consume coffee" top_complaint_theme: "Persistent login and account creation errors prevent users from accessing the app and their rewards" review_sample_size: 101 total_review_count: 101 analyzed_review_count: 83 data_age_days: 5 momentum_velocity: "maintenance" intelligence_version: 7 nemesis: "Dunkin North Africa" competitor_count: 11 tags: ["food & drink", "free", "upset sentiment", "mobile app", "app review", "app analysis", "frequent", "customers", "coffee"] canonical_url: "https://marlvel.ai/apps/the-coffee-bean-rewards" license: "CC-BY-NC 4.0" content_version: "v2" --- # The Coffee Bean® Rewards Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Free - **Signal**: Rating 2.66 · Sentiment Upset - **Recent focus**: Persistent login and account creation errors prevent users from accessing the app and their rewards (top complaint) · The variety of tea options provides a welcome alternative for users who do not consume coffee (top praise) > **TL;DR:** The Coffee Bean® Rewards is a food & drink app by The Coffee Bean & Tea Leaf, rated 2.66/5 by 3.2K users, with Upset user sentiment (15/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** The Coffee Bean® Rewards faces Upset user sentiment (2.66/5 from 3.2K reviews), with users reporting persistent login and account creation errors prevent users from accessing the app and their rewards as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 2.66/5 (3.2K reviews) | | **User Mood** | Upset | | **Category** | Food & Drink | | **Developer** | The Coffee Bean & Tea Leaf | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | High (0.8/1.0) | | **Data Age** | 5d | ## Metadata & Market Performance - **Publisher:** The Coffee Bean & Tea Leaf - **Category:** Food & Drink - **Target Audience:** Frequent customers of The Coffee Bean & Tea Leaf seeking loyalty rewards and faster ordering options. - **Platforms:** iOS & Android - **Version Reviewed:** 5.8.0 - **Report Date:** 2026-08-11 - **Signal Count:** 101 reviews analyzed - **Confidence:** High (0.8/1.0) - **App Store ID (iOS):** 1145922517 - **Bundle ID:** com.coffeebean.apps.production - **Google Play ID:** com.coffeebean.apps.production - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-11 ## Executive Snapshot **What it is:** The Coffee Bean® Rewards is a mobile loyalty and ordering app for The Coffee Bean & Tea Leaf on iOS and Android. **Why users hire it:** Users hire the app to skip store lines and earn rewards, but the current payment friction forces them to manage proprietary balances instead of using standard credit cards. ## App DNA (Features & Intent) - **[Standard] Mobile Ordering:** Skip-the-line functionality for pre-ordering beverages, increasing transaction throughput during peak hours. - **[Differentiator] In-App Delivery:** Direct delivery ordering within the app to earn points, capturing full transaction margin by avoiding third-party up-charges. - **[Standard] Rewards Catalog:** Tiered rewards system allowing users to redeem points, increasing repeat purchase frequency and customer lifetime value. * *User Intent:* Users are motivated by consistent progression and daily incentives. ## Market Position {#market-position} The app maintains a 2.8-star rating across 3,245 total ratings. The four-month release silence leaves it vulnerable to competitors like Dunkin North Africa, which maintains a more frequent update cadence. ## Monetization Strategy - **Model:** Free - **Tiers:** Free app with loyalty rewards and mobile ordering - **Analysis:** The app functions as a loyalty and transaction tool with no direct subscription, focusing on driving in-store and delivery revenue. ## 🔴 User Sentiment (High Confidence: 83 of 101 reviews analyzed) {#user-sentiment} - **Overall Rating:** 2.66/5 - **Platform Split:** iOS 2.8/5 (1.6K ratings) | Android 2.5/5 (1.6K ratings) - **Overall Sentiment:** Upset ### Top Praises - **The variety of tea options provides a welcome alternative for users who do not consume coffee** ### Top Complaints (Impact Areas) - **Persistent login and account creation errors prevent users from accessing the app and their rewards** ## SWOT Analysis {#swot} **Core Strengths:** - Established loyalty program infrastructure - Integrated delivery options **Growth Levers:** - Education partnerships for B2B distribution - Wearable integration to reduce checkout friction ## Recent Changes (v6 → v7) {#recent-changes} The app remains in a maintenance-mode development cycle, with no functional changes, but the analysis now explicitly highlights proprietary payment requirements as a core competitive weakness. **Overall trend**: Stable **Compared at**: 2026-08-11 ### High-impact changes - **[Added] Proprietary payment card requirement as weakness** (swot) ### Medium-impact changes - **[Added] New strategic opportunities** (swot) - **[Added] Mobile wallet adoption as threat** (swot) ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### The Coffee Bean® Rewards vs Dunkin North Africa - **[Dunkin North Africa](https://marlvel.ai/apps/dunkineg-alamar-com)** by Dunkin North Africa: This app competes directly for the same quick-service coffee consumer by offering a nearly identical suite of mobile ordering, loyalty rewards, and store pickup functionality. - **Key differences:** - Offers more frequent feature updates and release cycles compared to this app's slower development cadence - Provides a more streamlined, high-performance mobile ordering interface that users find more reliable than this app ### Contenders (Strong Challengers) - **[Pret A Manger](https://marlvel.ai/apps/pret-a-manger)** by Pret A Manger (Europe) Ltd.: This app competes by gamifying the coffee experience and utilizing tiered rewards to drive daily user engagement. - Integrates in-app games to increase daily active usage beyond simple transactional ordering - Utilizes an onboarding quiz to personalize the user experience from the very first launch - **[Kopi Kenangan Indonesia](https://marlvel.ai/apps/kopi-kenangan-indonesia)** by PT.Bumi Berkah Boga: It competes for the regional market share by offering a localized loyalty and mobile-ordering experience for coffee consumers. - Features a localized 'Hearts' points membership system tailored specifically to regional consumer preferences - Offers a simplified pre-order and pickup flow that caters to high-traffic urban coffee consumption - **[Bean Box](https://marlvel.ai/apps/bean-box)** by Bean Box, Inc.: This app targets the home-brewing coffee enthusiast, competing for the same wallet share through subscription-based coffee discovery. - Leverages an expert-curated subscription model rather than simple retail store loyalty rewards - Provides deep personalization through feedback-driven coffee recommendations for home brewing enthusiasts - **[Joe Coffee Company](https://marlvel.ai/apps/joe-coffee-company)** by Joe Coffee Company: It competes for the premium coffee-drinker segment by focusing on a high-end loyalty program and efficient order-ahead capabilities. - Maintains a significantly higher user rating, suggesting superior UX and app stability - Focuses on a premium, boutique brand identity that differentiates it from mass-market coffee chains ### Peers (What They Do Better) - **[Secret Menu for Starbucks!](https://marlvel.ai/apps/com-sepiasoftware-secretmenufree)** by Sepia Software LLC: It occupies the same niche by providing supplemental content and customization ideas for coffee consumers. - Utilizes an AI-powered barista feature to generate unique drink recipes for users - Allows community-driven recipe submissions, fostering a high level of user-generated content engagement - **[European Coffee Trip](https://marlvel.ai/apps/com-europeancoffeetrip-europeancoffeetrip)** by EuropeanCoffeeTrip: It serves the same coffee-loving audience but focuses on discovery and travel planning rather than transactional loyalty. - Offers robust offline functionality for travelers, a feature missing from this app's online-only app - Provides advanced filtering for coffee shops based on specific brewing methods and equipment - **[Starbucks Indonesia](https://marlvel.ai/apps/starbucks-indonesia-1)** by Starbucks Coffee Company: It is a dominant player in the same category, setting the industry standard for mobile order-and-pay ecosystems. - Massive scale and network effects create a high barrier to entry for smaller coffee apps - Advanced virtual account top-up integration provides a more seamless financial experience for users - **[Pacific Coffee Hong Kong](https://marlvel.ai/apps/pacific-coffee-hong-kong)** by Pacific Coffee Company Limited: It operates in the same retail coffee space, focusing on loyalty card management and store location services. - Includes a dedicated in-app card top-up feature for seamless physical store transactions - Provides specific birthday surprise rewards to drive customer retention and store visits ### New Kids on the Block (What's Innovative) - **[飲料日記：茶、手搖、咖啡收藏與記錄](https://marlvel.ai/apps/com-shakehealth-app)** by TIENMIN HAO: It enters the market as a lifestyle tracker for beverage consumption, overlapping with this app's coffee-focused user base. - Combines beverage logging with nutritional and health tracking features for a holistic wellness approach - **[Coffee Roast Log](https://marlvel.ai/apps/coffee-roast-log)** by Theodore Hopkins: This app targets the niche segment of home roasters, providing utility-focused tracking for coffee production. - Provides specialized tools for roast batch management and flavor evaluation not found in retail apps ## What's New - **Latest (v5.8.0, 4 months ago):** Updated Braintree SDK for payment security and reliability. ## App Momentum (Maintenance) {#momentum} - Quiet 4 months, bug fixes only. - Last major release 4 months ago. > **Cadence:** 1 total versions · 0 majors in last 6 months · 126 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} The Coffee Bean® Rewards is a food & drink app that is completely free. With a 2.66/5 rating from 3.2K reviews, it faces significant user friction. > **Bottom Line:** The app provides basic loyalty utility but suffers from critical functional blockers, so the PM must prioritize payment and login stability to prevent churn to more reliable competitors. **Best for:** Frequent customers of The Coffee Bean & Tea Leaf seeking loyalty rewards and faster ordering options. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Audit login and checkout flows because users report being trapped in loops → improve conversion. ### Feature Gaps vs Competitors - Standard credit card payment (available in Dunkin North Africa but missing here) ### Outlook: Declining The retail coffee app market is consolidating around high-performance, frictionless ordering experiences. The Coffee Bean® Rewards is currently exposed due to its maintenance-mode update cadence and payment friction, which will accelerate churn to more agile competitors in the coming quarters. - 🔴 Persistent login and checkout errors in the latest update prevent users from accessing rewards, which compounds the rating drag on Android. - 🔴 The four-month release silence suggests a maintenance-mode posture, leaving the app exposed to rivals with faster, more reliable ordering interfaces. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 2.66/5 | | Total Reviews | 3.2K | | Sentiment | Upset (15/100) | | Confidence | High | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **The Coffee Bean® Rewards** (this app) | 2.66/5 | Upset | The Coffee Bean & Tea Leaf | | [Secret Menu for Starbucks!](https://marlvel.ai/apps/com-sepiasoftware-secretmenufree) | 4.8/5 | n/a | Sepia Software LLC | | [European Coffee Trip](https://marlvel.ai/apps/com-europeancoffeetrip-europeancoffeetrip) | 4.8/5 | N/A | EuropeanCoffeeTrip | | [Dunkin North Africa](https://marlvel.ai/apps/dunkineg-alamar-com) | 4.5/5 | N/A | Dunkin North Africa | | [飲料日記：茶、手搖、咖啡收藏與記錄](https://marlvel.ai/apps/com-shakehealth-app) | N/A/5 | N/A | TIENMIN HAO | | [Starbucks Indonesia](https://marlvel.ai/apps/starbucks-indonesia-1) | 3.6/5 | Mixed | Starbucks Coffee Company | ## Company Profile - **Developer:** The Coffee Bean & Tea Leaf - **Website:** [https://www.coffeebeanrewards.com](https://www.coffeebeanrewards.com) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/the-coffee-bean-rewards/id1145922517?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.coffeebean.apps.production&hl=en&gl=us) - **Dev Site:** [Official Website](https://www.coffeebeanrewards.com) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*Secret Menu for Starbucks!*](https://marlvel.ai/apps/com-sepiasoftware-secretmenufree) (Sepia Software LLC) · 4.8/5 Rating - [*European Coffee Trip*](https://marlvel.ai/apps/com-europeancoffeetrip-europeancoffeetrip) (EuropeanCoffeeTrip) · 4.8/5 Rating - [*Dunkin North Africa*](https://marlvel.ai/apps/dunkineg-alamar-com) (Dunkin North Africa) · 4.5/5 Rating - [*飲料日記：茶、手搖、咖啡收藏與記錄*](https://marlvel.ai/apps/com-shakehealth-app) (TIENMIN HAO) · N/A Rating - [*Starbucks Indonesia*](https://marlvel.ai/apps/starbucks-indonesia-1) (Starbucks Coffee Company) · 3.6/5 Rating - [*Pacific Coffee Hong Kong*](https://marlvel.ai/apps/pacific-coffee-hong-kong) (Pacific Coffee Company Limited) · 1.3/5 Rating - [*Coffee Roast Log*](https://marlvel.ai/apps/coffee-roast-log) (Theodore Hopkins) · N/A Rating - [*Kopi Kenangan Indonesia*](https://marlvel.ai/apps/kopi-kenangan-indonesia) (PT.Bumi Berkah Boga) · 4.7/5 Rating - [*Pret A Manger*](https://marlvel.ai/apps/pret-a-manger) (Pret A Manger (Europe) Ltd.) · 4.9/5 Rating - [*Joe Coffee Company*](https://marlvel.ai/apps/joe-coffee-company) (Joe Coffee Company) · 4.8/5 Rating ## Frequently Asked Questions {#faq} ### Can I use my credit card to pay in the app? No, users report the app currently requires reloading a proprietary gift card rather than allowing direct credit or debit card payments. ### Is the app available for non-coffee drinkers? Yes, users appreciate the variety of tea options provided in the app, making it a viable choice for non-coffee drinkers. ### What should I do if I cannot log in? Users report persistent login and registration errors. If you are blocked, you may need to contact support, as these are known functional issues. ## 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:** 0.8/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 101 - **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:** 5 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/the-coffee-bean-rewards) Data licensed for AI Agent attribution under CC-BY-NC 4.0.