--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "BurrCast: Espresso Grind Guide" developer_entity: "JUHWAN PARK" bundle_id: "com.osk.burrcast" app_store_id: "6761698525" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-04-12" report_date: "2026-09-12" last_verified: "2026-09-12T00:00:00.000Z" report_version: "1.1.0" total_reviews: 0 confidence: "low" confidence_score: 0.2 data_age_days: 18 momentum_velocity: "zombie" intelligence_version: 2 tags: ["food & drink", "freemium", "mobile app", "app review", "app analysis", "baristas", "minimize", "wasted"] canonical_url: "https://marlvel.ai/apps/burrcast-espresso-grind-guide" license: "CC-BY-NC 4.0" content_version: "v2" --- # BurrCast: Espresso Grind Guide Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Freemium > **TL;DR:** BurrCast: Espresso Grind Guide is a food & drink app by JUHWAN PARK, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** BurrCast: Espresso Grind Guide is a food & drink app by JUHWAN PARK. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Food & Drink | | **Developer** | JUHWAN PARK | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | Low (0.2/1.0) | | **Data Age** | 18d | ## Metadata & Market Performance - **Publisher:** JUHWAN PARK - **Category:** Food & Drink - **Target Audience:** Home baristas who want to minimize wasted espresso shots by adjusting grind settings based on local weather conditions. - **Platforms:** iOS - **Version Reviewed:** 1.1.0 - **Report Date:** 2026-09-12 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.2/1.0) - **App Store ID (iOS):** 6761698525 - **Bundle ID:** com.osk.burrcast - **Data Window:** Analysis based on signals collected up to 2026-09-12 ## Executive Snapshot **What it is:** BurrCast is a specialized espresso grind adjustment guide for home baristas on iOS, using local weather data to calculate daily grind settings. **Why users hire it:** The app removes the cognitive and material cost of dialing in espresso shots by automating adjustments that would otherwise require manual testing and wasted beans. ## App DNA (Features & Intent) - **[Differentiator] Local Weather Integration:** Fetches humidity, temperature, and barometric pressure to calculate grind adjustments, driving daily retention. * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Standard] Grinder Profiles:** Saves baseline conditions for multiple machines, gated behind the $4.99/month Pro tier. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Adjustment History Log:** Tracks 30 days of adjustments to identify extraction patterns, gated behind the Pro tier. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} BurrCast occupies a niche utility space in the Food & Drink category, currently holding zero ratings on iOS. The lack of recent store activity and rating volume suggests the app has not yet established a foothold in the competitive home-barista tool market. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free: Basic adjustment calculations, Pro: $4.99/month for advanced insights, history, and multi-profile support - **Analysis:** The freemium model gates advanced analytics and multi-profile support behind a $4.99/month subscription, targeting power users who manage multiple grinders. ## SWOT Analysis {#swot} **Core Strengths:** - Offline-first architecture ensures user privacy - Weather-based engine automates complex dial-in workflows - Grinder-specific profiles support multi-machine setups **Growth Levers:** - Localized pricing could capture untapped high-ARPU markets - Integration with coffee-scale apps could drive partnerships - Expansion into roast-level specific adjustments ## What's New - **Latest (v1.1.0, 5 months ago):** Updated the application icon. ## App Momentum (Zombie) {#momentum} - Ships no updates for 152 days. - Maintains dormant release velocity. > **Cadence:** 1 total versions · 0 majors in last 6 months · 152 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} BurrCast: Espresso Grind Guide is a food & drink app that is free with in-app purchases. > **Bottom Line:** BurrCast provides a high-utility tool for home baristas, but the 152-day development gap risks losing the category to more active entrants. Refreshing the store presence would unlock the potential of the existing engine before the app is perceived as abandoned. **Best for:** Home baristas who want to minimize wasted espresso shots by adjusting grind settings based on local weather conditions. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship a minor update to refresh store metadata because the 152-day gap signals abandonment to potential users → improve install velocity ### Outlook: Declining The home-barista tool market is consolidating around apps that offer frequent feature updates and community integration. BurrCast's current maintenance-mode posture leaves it exposed to rivals that iterate on their dial-in algorithms more rapidly, which will likely result in continued stagnation in the store rankings. - 🔴 The 152-day update gap indicates a dormant release velocity, which erodes user trust and prevents the app from climbing the category charts. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **BurrCast: Espresso Grind Guide** (this app) | N/A/5 | N/A | JUHWAN PARK | | [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:** JUHWAN PARK - **Website:** [https://park-juhwan.github.io/BurrCast-web/](https://park-juhwan.github.io/BurrCast-web/) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/burrcast-espresso-grind-guide/id6761698525?uo=4) - **Dev Site:** [Official Website](https://park-juhwan.github.io/BurrCast-web/) - **Sources:** Developer website content, App store metadata. ## 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 BurrCast worth paying for if I only have one grinder? The free version includes basic adjustment calculations, which may suffice for single-grinder users. The Pro tier at $4.99/month is primarily designed for users who need to manage multiple grinder profiles and want access to a 30-day adjustment history log. ### Does BurrCast work without an internet connection? BurrCast is designed with an offline-first approach. While it fetches weather data via an API, it allows for manual weather entry if location access is disabled or if you are in an area without connectivity, ensuring the core calculation engine remains functional. ### What is the difference between BurrCast and a standard weather app? BurrCast is specifically calibrated for espresso extraction, translating weather variables like humidity and barometric pressure into actionable grind-click adjustments. A standard weather app provides environmental data but lacks the coffee-specific logic required to dial in a shot. ## 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:** 0.2/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** 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:** 18 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/burrcast-espresso-grind-guide) Data licensed for AI Agent attribution under CC-BY-NC 4.0.