--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "CoffeeDice" developer_entity: "Campion Fellin" bundle_id: "com.campion.CoffeeDice" app_store_id: "1324287921" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Paid" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2021-01-23" report_date: "2026-04-27" report_version: "2.0.12" total_reviews: 15 overall_rating: 3.87 confidence: "low" confidence_score: 0.2 data_age_days: 52 intelligence_version: 2 tags: ["food & drink", "paid", "mobile app", "app review", "app analysis", "coffee", "enthusiasts", "aeropress"] canonical_url: "https://marlvel.ai/apps/com-campion-coffeedice" license: "CC-BY-NC 4.0" content_version: "v2" last_verified: "2026-05-11T13:19:39.273Z" --- # CoffeeDice App Audit ## TL;DR {#tldr} - **Category**: Food & Drink · Paid - **Signal**: Rating 3.87 > **TL;DR:** CoffeeDice is a food & drink app by Campion Fellin, rated 3.87/5 by 15 users, available on iOS. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** CoffeeDice is a food & drink app by Campion Fellin. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.87/5 (15 reviews) | | **Category** | Food & Drink | | **Developer** | Campion Fellin | | **Pricing** | Paid | | **Platforms** | iOS | | **Confidence** | Low (0.2/1.0) | | **Data Age** | 52d | ## Metadata & Market Performance - **Publisher:** Campion Fellin - **Category:** Food & Drink - **Target Audience:** Coffee enthusiasts and Aeropress owners looking for a randomized approach to their daily brewing process. - **Platforms:** iOS - **Version Audited:** 2.0.12 - **Audit Date:** 2026-04-27 - **Signal Count:** 5 reviews analyzed - **Confidence:** Low (0.2/1.0) - **App Store ID (iOS):** 1324287921 - **Bundle ID:** com.campion.CoffeeDice - **Data Window:** Analysis based on signals collected up to 2026-04-27 ## Executive Snapshot CoffeeDice is a niche utility app designed to help Aeropress users experiment with their brewing routine by generating randomized brewing variables. Developed in collaboration with James Hoffmann, the app aims to inspire new coffee recipes through a digital dice-rolling interface. ## App DNA (Features & Intent) - **[Standard] Randomized Brewing Variables:** Generates unique combinations of brewing elements specifically tailored for the Aeropress. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Hoffmann-Inspired Methodology:** Features brewing logic based on the Coffee Brewing Dice concept developed with James Hoffmann. ## Monetization Strategy - **Model:** Paid - **Price:** iOS: $0.99 ## The "So What?" (Strategic Takeaway) {#so-what} CoffeeDice is an established food & drink app that is a paid app. With a 3.87/5 rating from 15 reviews, it shows polarized user reception. > **Bottom Line:** While the app offers a unique concept for coffee experimentation, users report significant technical issues regarding UI responsiveness, screen scaling, and a lack of advanced features like recipe saving. **Best for:** Coffee enthusiasts and Aeropress owners looking for a randomized approach to their daily brewing process. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.87/5 | | Total Reviews | 15 | | Confidence | Low | | Pricing Model | Paid | | Platforms | iOS | | Key Features | 2 analyzed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **CoffeeDice** (this app) | 3.87/5 | N/A | Campion Fellin | | [EatStreet Local Food Delivery](https://marlvel.ai/apps/eatstreet-local-food-delivery) | 4.7/5 | Upset | EatStreet | | [Gopuff - Grocery Delivery](https://marlvel.ai/apps/gopuff-grocery-delivery) | 4.7/5 | Excited | Gopuff | | [Beyond Menu Food Delivery](https://marlvel.ai/apps/beyond-menu-food-delivery) | 4.6/5 | Mixed | BeyondMenu | | [Seamless: Local Food Delivery](https://marlvel.ai/apps/seamless-local-food-delivery) | 4.7/5 | Frustrated | Seamless North America, LLC | | [Postmates - Food Delivery](https://marlvel.ai/apps/postmates-food-delivery) | 4.6/5 | Frustrated | Uber Technologies, Inc. | ## Company Profile - **Developer:** Campion Fellin - **Website:** [https://www.facebook.com/CoffeeDice-107385500796145/](https://www.facebook.com/CoffeeDice-107385500796145/) - **Social:** [Instagram](https://www.instagram.com/meta) · [Facebook](https://www.facebook.com/Meta) · [X/Twitter](https://twitter.com/Meta) · [YouTube](https://www.youtube.com/meta) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/coffeedice/id1324287921?uo=2) - **Dev Site:** [Official Website](https://www.facebook.com/CoffeeDice-107385500796145/) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*EatStreet Local Food Delivery*](https://marlvel.ai/apps/eatstreet-local-food-delivery) (EatStreet) — 4.7/5 Rating | Terrible Sentiment - [*Gopuff - Grocery Delivery*](https://marlvel.ai/apps/gopuff-grocery-delivery) (Gopuff) — 4.7/5 Rating | Positive Sentiment - [*Beyond Menu Food Delivery*](https://marlvel.ai/apps/beyond-menu-food-delivery) (BeyondMenu) — 4.6/5 Rating | Mixed Sentiment - [*Seamless: Local Food Delivery*](https://marlvel.ai/apps/seamless-local-food-delivery) (Seamless North America, LLC) — 4.7/5 Rating | Negative Sentiment - [*Postmates - Food Delivery*](https://marlvel.ai/apps/postmates-food-delivery) (Uber Technologies, Inc.) — 4.6/5 Rating | Negative Sentiment - [*Instacart: Groceries & Food*](https://marlvel.ai/apps/instacart-groceries-food) (Maplebear Inc) — 4.8/5 Rating | Negative Sentiment - [*Uber Eats: Food & Groceries*](https://marlvel.ai/apps/uber-eats-food-groceries) (Uber Technologies, Inc.) — 4.8/5 Rating | Negative Sentiment - [*Grubhub: Food Delivery*](https://marlvel.ai/apps/grubhub-food-delivery) (GrubHub.com) — 4.7/5 Rating | Negative Sentiment - [*Caviar - Order Food Delivery*](https://marlvel.ai/apps/caviar-order-food-delivery) (Caviar, Inc.) — 4.7/5 Rating | Negative Sentiment - [*Dairy Queen® Food & Treats*](https://marlvel.ai/apps/dairy-queen-food-treats) (International Dairy Queen, Inc.) — 4.5/5 Rating | Negative Sentiment ## 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 and evidence quoting. 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:** 5 - **Data Sources:** user reviews, 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:** 52 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/com-campion-coffeedice) Data licensed for AI Agent attribution under CC-BY-NC 4.0.