--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Brew Assist: Coffee Calc" developer_entity: "BRANDON LEWIS ROBINSON" bundle_id: "com.getsteepdeals.brewassist" app_store_id: "6806684203" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Free" offline_capable: true market_region: "US" platforms: "iOS" app_last_updated: "2026-09-11" report_date: "2026-10-06" last_verified: "2026-10-06T00:00:00.000Z" report_version: "1.0" total_reviews: 2 overall_rating: 5 confidence: "low" confidence_score: 0.3 data_age_days: 40 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["food & drink", "free", "mobile app", "app review", "app analysis", "coffee", "enthusiasts", "manual"] canonical_url: "https://marlvel.ai/apps/brew-assist-coffee-calc" license: "CC-BY-NC 4.0" content_version: "v2" --- # Brew Assist: Coffee Calc Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Free - **Signal**: Rating 5 > **TL;DR:** Brew Assist: Coffee Calc is a food & drink app by BRANDON LEWIS ROBINSON, rated 5/5 by 2 users, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Brew Assist: Coffee Calc is a food & drink app by BRANDON LEWIS ROBINSON. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 5/5 (2 reviews) | | **Category** | Food & Drink | | **Developer** | BRANDON LEWIS ROBINSON | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 40d | ## Metadata & Market Performance - **Publisher:** BRANDON LEWIS ROBINSON - **Category:** Food & Drink - **Target Audience:** Home coffee enthusiasts who use manual brewing methods and want to track their results to improve cup quality. - **Platforms:** iOS - **Version Reviewed:** 1.0 - **Report Date:** 2026-10-06 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.3/1.0) - **App Store ID (iOS):** 6806684203 - **Bundle ID:** com.getsteepdeals.brewassist - **Data Window:** Analysis based on signals collected up to 2026-10-06 ## Executive Snapshot **What it is:** Brew Assist: Coffee Calc is a utility app for home coffee enthusiasts that provides brew ratios, guided recipes, and a personal brewing journal on iOS. **Why users hire it:** The app removes the cognitive friction of manual ratio calculation and the unreliability of web-based tools by functioning fully offline. ## App DNA (Features & Intent) - **[Standard] Brew Calculator:** Calculates coffee and water amounts based on selected brew method and desired strength. - **[Differentiator] Coffee Journal:** Logs bean, grind, ratio, and taste notes to track and repeat successful setups. * *User Intent:* Users want visibility into their own performance and progress. - **[Differentiator] Offline Functionality:** Processes all calculations and logs locally without requiring an internet connection. * *User Intent:* Users want uninterrupted access without internet dependency. ## Market Position {#market-position} Brew Assist: Coffee Calc occupies a niche utility position in the Food & Drink category, currently holding a 5-star rating across two reviews. The absence of a subscription model suggests the developer prioritizes affiliate traffic over direct monetization. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The app is free to use and serves as a distribution channel for the developer's affiliate-based coffee gear website. ## SWOT Analysis {#swot} **Core Strengths:** - Offline-first architecture removes connectivity dependency **Growth Levers:** - Social sharing of journal entries could drive organic discovery ## App Momentum (Maintenance) {#momentum} - Released initial version 24 days ago. - Maintains quiet, maintenance-only release cadence. > **Cadence:** 1 total versions · 0 majors in last 6 months · 24 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Brew Assist: Coffee Calc is a food & drink app that is completely free. It holds a 5/5 rating from 2 reviews. > **Bottom Line:** Brew Assist provides a stable, offline-first utility that serves as a reliable entry point for home brewing, but the current lack of user-generated content or social loops limits its ability to scale beyond a static tool. **Best for:** Home coffee enthusiasts who use manual brewing methods and want to track their results to improve cup quality. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship social sharing for journal entries because the current journal is a siloed retention loop → increase organic discovery ### Outlook: Stable The home-brewing utility market is consolidating around tools that offer both precision and community-driven feedback. Brew Assist remains stable but exposed: without social features to drive organic growth, the app relies entirely on the developer's external affiliate traffic to maintain its user funnel. - ⚪ The app remains in a maintenance-only phase 24 days post-launch, signaling a focus on affiliate distribution over rapid feature expansion. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 5/5 | | Total Reviews | 2 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Brew Assist: Coffee Calc** (this app) | 5/5 | N/A | BRANDON LEWIS ROBINSON | | [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:** BRANDON LEWIS ROBINSON - **Website:** [https://getsteepdeals.com/](https://getsteepdeals.com/) - **Social:** [Facebook](https://www.facebook.com/GetSteepDeals) · [X/Twitter](https://twitter.com/GetSteepDeals) ## Data Sources & Links - **App Store ID:** 6806684203 - **Dev Site:** [Official Website](https://getsteepdeals.com/) - **Sources:** Developer website content, About us / company information, App store metadata. ## 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 Brew Assist: Coffee Calc free to use? Yes, Brew Assist is free to use. The developer monetizes through affiliate links to coffee gear and beans on their website rather than charging for the app. ### Does Brew Assist work without an internet connection? Yes, Brew Assist functions fully offline. All calculations and journal logs are processed locally on your device. ### What makes Brew Assist different from other coffee calculators? Brew Assist differentiates itself with an offline-first design and a personal journal feature that allows you to log and repeat your best coffee setups. ### Is there a paid version of Brew Assist? No, there is currently only one free version available. All features, including the calculator and journal, are included without a subscription. ## 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:** 0.3/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** developer website, company about page, 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:** 40 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/brew-assist-coffee-calc) Data licensed for AI Agent attribution under CC-BY-NC 4.0.