--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Coffee Finder by Beardfm" developer_entity: "Stephen Robles" bundle_id: "com.beardfm.CoffeeFinder" app_store_id: "6749834143" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2025-08-13" report_date: "2026-08-02" last_verified: "2026-08-02T00:00:00.000Z" report_version: "1.0" total_reviews: 9 overall_rating: 4.7 sentiment: "Thrilled" sentiment_score: 90 confidence: "medium" confidence_score: 0.5 top_praise_theme: "The simple and efficient interface makes finding local coffee shops and getting directions feel effortless" review_sample_size: 2 total_review_count: 2 analyzed_review_count: 2 data_age_days: 14 momentum_velocity: "zombie" intelligence_version: 3 tags: ["food & drink", "free", "thrilled sentiment", "mobile app", "app review", "app analysis", "commuters", "travelers", "seeking"] canonical_url: "https://marlvel.ai/apps/coffee-finder-by-beardfm" license: "CC-BY-NC 4.0" content_version: "v2" --- # Coffee Finder by Beardfm Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Free - **Signal**: Rating 4.67 · Sentiment Thrilled - **Recent focus**: The simple and efficient interface makes finding local coffee shops and getting directions feel effortless (top praise) > **TL;DR:** Coffee Finder by Beardfm is a food & drink app by Stephen Robles, rated 4.67/5 by 9 users, with Thrilled user sentiment (90/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Coffee Finder by Beardfm maintains Thrilled user sentiment (4.67/5 from 9 reviews), with users consistently praising the simple and efficient interface makes finding local coffee shops and getting directions feel effortless. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.67/5 (9 reviews) | | **User Mood** | Thrilled | | **Category** | Food & Drink | | **Developer** | Stephen Robles | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.5/1.0) | | **Data Age** | 14d | ## Metadata & Market Performance - **Publisher:** Stephen Robles - **Category:** Food & Drink - **Target Audience:** Commuters and travelers seeking rapid navigation to local coffee shops. - **Platforms:** iOS - **Version Reviewed:** 1.0 - **Report Date:** 2026-08-02 - **Signal Count:** 2 reviews analyzed - **Confidence:** Medium (0.5/1.0) - **App Store ID (iOS):** 6749834143 - **Bundle ID:** com.beardfm.CoffeeFinder - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-02 ## Executive Snapshot **What it is:** Coffee Finder is a location-based discovery utility for finding nearby coffee shops and navigating to them via Apple Maps on iOS. **Why users hire it:** It removes the friction of searching through review-heavy platforms when a user simply needs the nearest coffee shop immediately. ## App DNA (Features & Intent) - **[Standard] Location-based Search:** Finds cafes within a 10-mile radius, serving as the primary discovery mechanism. * *User Intent:* Users want to quickly find relevant content or features. - **[Standard] Apple Maps Integration:** Enables one-tap navigation to selected locations, reducing the time from discovery to transit. * *User Intent:* Users want to quickly find relevant content or features. ## Market Position {#market-position} Coffee Finder operates as a niche utility in the Food & Drink category, maintaining a 4.67 rating across 9 total ratings. Its lack of recent updates suggests a static position that does not compete for chart dominance against feature-heavy discovery rivals. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The app is a free utility with no subscription or in-app purchase gates. ## 🟢 User Sentiment (Medium Confidence: 2 of 2 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.67/5 - **Platform Split:** iOS 4.7/5 (9 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **The simple and efficient interface makes finding local coffee shops and getting directions feel effortless** - **Discovery of previously unknown local coffee shops provides high value for users exploring their area** ## SWOT Analysis {#swot} **Core Strengths:** - Minimalist map-first design reduces time-to-navigation **Growth Levers:** - Integration of crowd-sourced ratings to improve discovery ## Recent Changes (v2 → v3) {#recent-changes} Coffee Finder maintains a static, dormant posture with no material changes to its core utility or development status. The analysis now explicitly categorizes the lack of user-generated ratings as a feature gap rather than just a potential opportunity. **Overall trend**: Stable **Compared at**: 2026-08-02 ### Medium-impact changes - **[Shifted] Contrarian perspective shift** (positioning) ### Low-impact changes - **[Added] Formalized feature gap** (features) ## App Momentum (Zombie) {#momentum} - Dormant for 11 months. - No feature updates since release. > **Cadence:** 1 total versions · 0 majors in last 6 months · 354 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Coffee Finder by Beardfm is a food & drink app that is completely free. It holds a 4.67/5 rating from 9 reviews. > **Bottom Line:** The app serves as a functional utility, but its 11-month development silence leaves it vulnerable to obsolescence as mapping APIs evolve. Maintaining data integrity is the only path to retaining the existing user base without a pivot to new features. **Best for:** Commuters and travelers seeking rapid navigation to local coffee shops. ### PM Action Plan (Next Best Moves) - [ ] [MAINTAIN] Audit current API data sources because the app has been dormant for 11 months → ensure continued reliability of location data. ### Feature Gaps vs Competitors - User-generated ratings (available in broader discovery apps but missing here) ### Outlook: Stable The discovery market is consolidating around platforms that offer integrated social proof and loyalty rewards. Coffee Finder's current trajectory is static, meaning it will likely lose relevance as users migrate to tools that provide more context than simple location pins. - 🔴 The 11-month development gap indicates a maintenance-only posture, which limits the app's ability to adapt to changing user expectations for discovery tools. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.67/5 | | Total Reviews | 9 | | Sentiment | Thrilled (90/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 2 analyzed | | Trend | Stable | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Coffee Finder by Beardfm** (this app) | 4.67/5 | Thrilled | Stephen Robles | | [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:** Stephen Robles - **Website:** [https://beard.fm](https://beard.fm) - **Social:** [Instagram](https://instagram.com/stephenrobles) · [YouTube](https://youtube.com/@beardfm) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/coffee-finder-by-beardfm/id6749834143?uo=4) - **Dev Site:** [Official Website](https://beard.fm) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## 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) · 4.7/5 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 Coffee Finder free to use? Yes, Coffee Finder is a free utility with no subscription fees or in-app purchases. ### How does Coffee Finder compare to Google Maps? Coffee Finder is a specialized utility for finding coffee shops, whereas Google Maps is a comprehensive navigation platform with broader data and reviews. ### Does Coffee Finder work offline? The app relies on location services and map data, which typically require an active internet connection for real-time results. ### What are some alternatives to Coffee Finder? Users seeking more detailed cafe information should consider Yelp, Google Maps, or Foursquare, which provide extensive user reviews and photos. ## 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:** 2 - **Data Sources:** user reviews, 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:** 14 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/coffee-finder-by-beardfm) Data licensed for AI Agent attribution under CC-BY-NC 4.0.