--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Bean Beast" developer_entity: "Zachary Swinehart" bundle_id: "com.zachswinehart.beanbeast" app_store_id: "1485616041" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2020-03-12" report_date: "2026-10-10" last_verified: "2026-10-10T00:00:00.000Z" report_version: "1.0.19" total_reviews: 18 overall_rating: 4.7 sentiment: "Excited" sentiment_score: 75 confidence: "medium" confidence_score: 0.5 top_praise_theme: "Comprehensive data logging fields allow coffee enthusiasts to replicate specific espresso shots with high precision" top_complaint_theme: "Intermittent data loss of bean images following the latest update disrupts the visual tracking experience" review_sample_size: 10 total_review_count: 10 analyzed_review_count: 10 data_age_days: 19 momentum_velocity: "zombie" intelligence_version: 2 tags: ["food & drink", "free", "excited sentiment", "mobile app", "app review", "app analysis", "coffee", "enthusiasts", "baristas"] canonical_url: "https://marlvel.ai/apps/bean-beast" license: "CC-BY-NC 4.0" content_version: "v2" --- # Bean Beast Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Free - **Signal**: Rating 4.72 · Sentiment Excited - **Recent focus**: Intermittent data loss of bean images following the latest update disrupts the visual tracking experience (top complaint) · Comprehensive data logging fields allow coffee enthusiasts to replicate specific espresso shots with high precision (top praise) > **TL;DR:** Bean Beast is a food & drink app by Zachary Swinehart, rated 4.72/5 by 18 users, with Excited user sentiment (75/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Bean Beast maintains Excited user sentiment (4.72/5 from 18 reviews), with users consistently praising comprehensive data logging fields allow coffee enthusiasts to replicate specific espresso shots with high precision. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.72/5 (18 reviews) | | **User Mood** | Excited | | **Category** | Food & Drink | | **Developer** | Zachary Swinehart | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.5/1.0) | | **Data Age** | 19d | ## Metadata & Market Performance - **Publisher:** Zachary Swinehart - **Category:** Food & Drink - **Target Audience:** Coffee enthusiasts and home baristas who track and refine brewing recipes across specific hardware. - **Platforms:** iOS - **Version Reviewed:** 1.0.19 - **Report Date:** 2026-10-10 - **Signal Count:** 10 reviews analyzed - **Confidence:** Medium (0.5/1.0) - **App Store ID (iOS):** 1485616041 - **Bundle ID:** com.zachswinehart.beanbeast - **Data Window:** Analysis based on signals collected up to 2026-10-10 ## Executive Snapshot **What it is:** Bean Beast is a coffee recipe and equipment tracking app for home baristas on iOS. **Why users hire it:** The app removes the cognitive friction of manual record-keeping by centralizing brew variables and hardware configurations into a searchable library. ## App DNA (Features & Intent) - **[Standard] Brew Parameter Tracking:** Logs grind size, dose, and temperature to build a personal database of successful brew methods. * *User Intent:* Users want visibility into their own performance and progress. - **[Differentiator] Equipment Management:** Catalogs multiple grinders and machines to associate specific hardware with brew results. - **[Differentiator] Brew Ratio Calculation:** Automatically calculates ratios based on input parameters to provide immediate utility during brewing. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} Bean Beast occupies a niche utility space in the Food & Drink category, maintaining a 4.7-star rating across 18 total ratings. The lack of updates since 2020 signals a stagnant market position relative to active competitors. ## Monetization Strategy - **Model:** Free - **Tiers:** Free access to all features - **Analysis:** Bean Beast currently operates as a free utility with no monetization gates, prioritizing user acquisition and tool utility over revenue. ## 🟢 User Sentiment (Medium Confidence: 10 of 10 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.72/5 - **Platform Split:** iOS 4.7/5 (18 ratings) - **Overall Sentiment:** Excited ### Top Praises - **Comprehensive data logging fields allow coffee enthusiasts to replicate specific espresso shots with high precision** - **Simple and focused interface design provides necessary utility without becoming overly complex for daily use** ### Top Complaints (Impact Areas) - **Intermittent data loss of bean images following the latest update disrupts the visual tracking experience** ## SWOT Analysis {#swot} **Core Strengths:** - Hardware inventory creates high switching costs for enthusiasts. - Automated brew ratio calculation provides immediate utility. **Growth Levers:** - Archive feature would declutter active tracking lists. ## What's New - **Latest (v1.0.19, 6 years ago):** Introduced manual yield designation and automated brew ratio calculations for recipes. ## App Momentum (Zombie) {#momentum} - Dormant development for over 78 months. - Last major release occurred March 2020. > **Cadence:** 1 total versions · 1 majors in last 6 months · 2402 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Bean Beast is a market-leading food & drink app that is completely free. With a 4.72/5 rating from 18 reviews, it delivers strong user satisfaction. > **Bottom Line:** Bean Beast provides high utility for technical brewing, but the lack of data export and a six-year development hiatus create a reliability gap. Implementing data portability would address the primary user anxiety driving churn risk. **Best for:** Coffee enthusiasts and home baristas who track and refine brewing recipes across specific hardware. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship data export functionality because users report high anxiety regarding long-term history preservation → increase user retention. ### Outlook: Declining Users report: The home barista tool market is shifting toward cloud-synced, cross-platform solutions that offer data security. Bean Beast remains exposed due to its lack of export capabilities and long-term development dormancy, which will likely lead to a gradual loss of its enthusiast base to more reliable, actively maintained alternatives. - 🔴 The six-year development hiatus signals that Bean Beast is in maintenance mode, which will eventually erode the user base as hardware and OS requirements shift. - 🔴 Persistent data loss reports regarding bean images indicate that the core tracking experience is unstable, which will accelerate churn among power users. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.72/5 | | Total Reviews | 18 | | Sentiment | Excited (75/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Bean Beast** (this app) | 4.72/5 | Excited | Zachary Swinehart | | [소박한 한 그릇](https://marlvel.ai/apps/app--426) | N/A/5 | N/A | DaolSoft, Co., Ltd. | | [알토란 레시피 - 요리 반찬 레시피](https://marlvel.ai/apps/woodisw-com-altrecipe) | N/A/5 | N/A | WoodiSW | | [メニュー](https://marlvel.ai/apps/app--677) | N/A/5 | N/A | Satoshi Sato | | [캐시모어](https://marlvel.ai/apps/com-bridgeworks-ios-cashmore) | 4.6/5 | N/A | bridgeworks | | [푸드트래블-푸블페이](https://marlvel.ai/apps/com-membership-foodtravel) | 1.3/5 | N/A | Flexday | ## Company Profile - **Developer:** Zachary Swinehart - **Website:** [https://beanbeast.com](https://beanbeast.com) ## Data Sources & Links - **App Store ID:** 1485616041 - **Dev Site:** [Official Website](https://beanbeast.com) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*소박한 한 그릇*](https://marlvel.ai/apps/app--426) (DaolSoft, Co., Ltd.) · N/A Rating - [*알토란 레시피 - 요리 반찬 레시피*](https://marlvel.ai/apps/woodisw-com-altrecipe) (WoodiSW) · N/A Rating - [*メニュー*](https://marlvel.ai/apps/app--677) (Satoshi Sato) · N/A Rating - [*캐시모어*](https://marlvel.ai/apps/com-bridgeworks-ios-cashmore) (bridgeworks) · 4.6/5 Rating - [*푸드트래블-푸블페이*](https://marlvel.ai/apps/com-membership-foodtravel) (Flexday) · 1.3/5 Rating - [*マイ・レシピ*](https://marlvel.ai/apps/app--689) (Satoshi Sato) · N/A Rating - [*ジョイフルアプリ*](https://marlvel.ai/apps/jp-co-unerry-bbcouponappjoyfull) (UNERRY,INC.) · 3.5/5 Rating - [*フレスタネットスーパーアプリ*](https://marlvel.ai/apps/jp-stailer-fresta) (10X, Inc.) · 4.3/5 Rating - [*100 Lebanese Recipes*](https://marlvel.ai/apps/com-lebguide-100lebaneserecipes) (LebGuide.com) · 4.7/5 Rating - [*100 лучших рецептов Mom Story*](https://marlvel.ai/apps/com-momstory) (Viktoriia Urmach) · 4.9/5 Rating ## Frequently Asked Questions {#faq} ### Is Bean Beast suitable for professional baristas? Bean Beast is designed for home baristas to track personal recipes and equipment. While it offers technical logging, professional environments may require more robust, team-oriented data management tools. ### Does Bean Beast allow me to export my coffee history? No, Bean Beast does not currently offer a data export or backup function. Users have requested this feature to protect their logged coffee history from potential data loss. ### What are the alternatives to Bean Beast for tracking coffee? Users seeking alternatives should look for apps that offer cloud-syncing and data export capabilities, as Bean Beast lacks these features and has not received updates since 2020. ## 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:** 10 - **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:** 19 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/bean-beast) Data licensed for AI Agent attribution under CC-BY-NC 4.0.