--- 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: "2026-09-16" last_verified: "2026-09-16T00:00:00.000Z" 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: 14 momentum_velocity: "maintenance" intelligence_version: 17 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** | 14d | ## 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:** 2026-09-16 - **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:** Declining - **Data Window:** Analysis based on signals collected up to 2026-09-16 ## Executive Snapshot **What it is:** The Coffee Bean® Rewards is a loyalty and mobile-ordering app for The Coffee Bean & Tea Leaf customers on iOS and Android. **Why users hire it:** The app removes the time cost of waiting in line for in-store pickup and provides a direct channel for earning rewards without third-party delivery up-charges. ## 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 Coffee Bean® Rewards operates in a saturated food and drink loyalty space, currently holding a 2.8/5 rating across 3,245 total ratings. The lack of feature updates over the last four months signals a defensive posture that leaves the user base exposed to more agile rivals like Dunkin North Africa. ## 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 **Growth Levers:** - Visual progress bar for gold status tracking - Integration with third-party delivery platforms ## Recent Changes (v16 → v17) {#recent-changes} The app's competitive position remains stagnant, with no functional updates addressing the four-month maintenance cycle. The primary shift is a more granular identification of technical blockers, specifically menu configuration errors, which now carry higher priority in the product roadmap. **Overall trend**: Declining **Compared at**: 2026-09-16 ### High-impact changes - **[Added] Incomplete menu configurations as a core weakness** (swot) ### Medium-impact changes - **[Added] Specific competitive threats identified** (swot) - **[Added] New loyalty tracking opportunity** (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 Sep 2016. > **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 Coffee Bean® Rewards must prioritize core functional stability to prevent further churn, as the current login and payment blockers undermine the value of the loyalty program. Addressing these technical debts would unlock the retention potential of the existing rewards infrastructure. **Best for:** Frequent customers of The Coffee Bean & Tea Leaf seeking loyalty rewards and faster ordering options. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Rebuild login and registration flows because account creation errors are the #1 churn risk → reduce sign-in abandonment ### Feature Gaps vs Competitors - Visual progress bar for loyalty tiers (available in Dunkin North Africa but missing here) ### Outlook: Declining The quick-service coffee loyalty market is consolidating around apps that offer reliable, frictionless ordering experiences. The Coffee Bean® Rewards remains in a maintenance-only state, leaving it exposed to rivals that provide superior stability and more intuitive customization flows. - 🔴 Persistent login and checkout errors in the latest release erode the daily active habit, which compounds the rating drag already visible on Android. - 🔴 Dunkin North Africa's faster update cadence pulls user attention away from this app, accelerating churn pressure into Q1. ## 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 | Declining | | 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} ### Is The Coffee Bean® Rewards app worth using for casual visitors? Based on user reviews, the app is primarily designed for frequent customers who benefit from the tiered rewards and skip-the-line ordering. Casual users may find the login and payment barriers frustrating compared to standard in-store purchasing. ### How does The Coffee Bean® Rewards compare to Dunkin North Africa? Dunkin North Africa offers a similar suite of loyalty and ordering features but maintains a higher user rating and a more frequent update cadence, resulting in a more reliable ordering experience than The Coffee Bean® Rewards. ### Are there any known issues with the payment system? Yes, users report being unable to use standard debit or credit cards for direct payment, with the app requiring users to maintain a balance on a proprietary gift card instead. ### What are the alternatives for coffee rewards? Frequent coffee drinkers should consider regional competitors like Dunkin North Africa or Pret A Manger, which offer more stable mobile ordering and gamified loyalty experiences. ## 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:** 14 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.