--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Score Mahjong" developer_entity: "SAMUEL GAGNON" bundle_id: "com.gamji.mahjongscore" app_store_id: "6762353259" category: "Utilities" primary_platform: "ios" primary_monetization: "Free" offline_capable: true market_region: "US" platforms: "iOS" app_last_updated: "2026-04-17" report_date: "2026-08-27" last_verified: "2026-08-27T00:00:00.000Z" report_version: "1.0" total_reviews: 1 overall_rating: 4 sentiment: "Excited" sentiment_score: 70 confidence: "low" confidence_score: 0.3 top_praise_theme: "The core application experience provides high value for users who enjoy the current feature set" top_complaint_theme: "Lack of clear documentation or onboarding makes it difficult for new users to add specific sets" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 34 momentum_velocity: "zombie" intelligence_version: 3 tags: ["utilities", "free", "excited sentiment", "mobile app", "app review", "app analysis", "mahjong", "players", "looking"] canonical_url: "https://marlvel.ai/apps/score-mahjong" license: "CC-BY-NC 4.0" content_version: "v2" --- # Score Mahjong Intelligence Report ## TL;DR {#tldr} - **Category**: Utilities · Free - **Signal**: Rating 4 · Sentiment Excited - **Recent focus**: Lack of clear documentation or onboarding makes it difficult for new users to add specific sets (top complaint) · The core application experience provides high value for users who enjoy the current feature set (top praise) > **TL;DR:** Score Mahjong is a utilities app by SAMUEL GAGNON, rated 4/5 by 1 users, with Excited user sentiment (70/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Score Mahjong maintains Excited user sentiment (4/5 from 1 review), with users consistently praising the core application experience provides high value for users who enjoy the current feature set. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4/5 (1 review) | | **User Mood** | Excited | | **Category** | Utilities | | **Developer** | SAMUEL GAGNON | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 34d | ## Metadata & Market Performance - **Publisher:** SAMUEL GAGNON - **Category:** Utilities - **Target Audience:** Mahjong players looking to learn or verify scoring under Modern Competition Rules. - **Platforms:** iOS - **Version Reviewed:** 1.0 - **Report Date:** 2026-08-27 - **Signal Count:** 1 review analyzed - **Confidence:** Low (0.3/1.0) - **App Store ID (iOS):** 6762353259 - **Bundle ID:** com.gamji.mahjongscore - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-27 ## Executive Snapshot **What it is:** Score Mahjong is a scoring calculator for Chinese Official Mahjong (MCR) that provides automated pattern breakdowns for 14-tile hands on iOS. **Why users hire it:** The app removes the cognitive load of manual MCR scoring, which allows players to focus on table-side strategy and dispute resolution without needing an internet connection. ## App DNA (Features & Intent) - **[Standard] MCR Scoring Calculator:** Calculates scores for Chinese Official Mahjong by selecting 14 tiles and marking melds as open or concealed. - **[Differentiator] Live Hand Suggestions:** Provides real-time scoring guidance as tiles are added to the hand. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Offline Functionality:** Operates without an internet connection or user account requirement. * *User Intent:* Users want uninterrupted access without internet dependency. ## Market Position {#market-position} Score Mahjong occupies a niche utility space for MCR players, maintaining a 4.0-star rating on the iOS platform. The lack of updates for over four months indicates a static position that relies on its core scoring engine rather than active feature expansion. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The app is currently distributed as a free utility with no visible monetization or in-app purchases. ## 🟢 User Sentiment (Low Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 4/5 - **Platform Split:** iOS 4.0/5 (1 ratings) - **Overall Sentiment:** Excited ### Top Praises - **The core application experience provides high value for users who enjoy the current feature set** ### Top Complaints (Impact Areas) - **Lack of clear documentation or onboarding makes it difficult for new users to add specific sets** ## SWOT Analysis {#swot} **Core Strengths:** - Offline-first architecture removes connectivity dependencies during live table play - 81-pattern MCR scoring engine functions as a specialized reference for competition rules **Growth Levers:** - Guided tutorials for set-addition workflows would resolve the primary user frustration ## Recent Changes (v2 → v3) {#recent-changes} Score Mahjong has seen no material product changes, maintaining its status as a static, offline-only utility for 132 days. The analysis has been updated to better articulate the risks of this development silence and the importance of its offline-first architecture. **Overall trend**: Stable **Compared at**: 2026-08-27 ### Medium-impact changes - **[Added] Formalized SWOT categorization** (swot) - **[Added] Maintenance defense as a feature** (positioning) ### Low-impact changes - **[Removed] Scoring Guide feature removal** (features) ## App Momentum (Zombie) {#momentum} - Quiet 4 months, no recent updates. - Maintains 4.0-star rating. > **Cadence:** 1 total versions · 0 majors in last 6 months · 131 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Score Mahjong is an utilities app that is completely free. It holds a 4/5 rating from 1 review. > **Bottom Line:** Score Mahjong provides a necessary utility for MCR scoring, but the lack of intuitive set-entry documentation limits its utility for new learners. Addressing the Kong set-addition workflow would unlock the app's potential as a standard reference tool for competition players. **Best for:** Mahjong players looking to learn or verify scoring under Modern Competition Rules. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship a guided tutorial for Kong set entry because users report confusion in the current workflow → reduce churn for new learners ### Outlook: Stable The MCR scoring utility market remains stable, but Score Mahjong's lack of recent updates leaves it vulnerable to competitors that offer more intuitive onboarding. If the developer does not address the set-entry friction, the app will likely remain a static tool rather than a growing reference standard. - ⚪ The four-month development silence suggests a maintenance-only posture, which limits the app's ability to capture new users through feature expansion. - 🔴 User confusion regarding set-addition workflows (e.g., Kongs) creates a churn risk for new learners who require clear onboarding to master the interface. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4/5 | | Total Reviews | 1 | | Sentiment | Excited (70/100) | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Score Mahjong** (this app) | 4/5 | Excited | SAMUEL GAGNON | | [Sota Connect: Secure Network](https://marlvel.ai/apps/fi-catconnect-sota) | 4.9/5 | N/A | Cat Connect | | [V2Box - V2ray Client](https://marlvel.ai/apps/v2box-v2ray-client) | 4.6/5 | n/a | techlaim | | [avoVPN Desktop](https://marlvel.ai/apps/avovpn-desktop) | N/A/5 | N/A | Avocado VPN Technologies | | [Free VPN by Free VPN .org™](https://marlvel.ai/apps/free-vpn-by-free-vpn-org) | 4.5/5 | Mixed | Free VPN LLC | | [Fusvob VPN : Super VPN 2026](https://marlvel.ai/apps/com-toplinkc-foxexcellent) | 4.5/5 | Mixed | Fuxin Technology | ## Company Profile - **Developer:** SAMUEL GAGNON ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/score-mahjong/id6762353259?uo=4) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*Sota Connect: Secure Network*](https://marlvel.ai/apps/fi-catconnect-sota) (Cat Connect) · 4.9/5 Rating - [*V2Box - V2ray Client*](https://marlvel.ai/apps/v2box-v2ray-client) (techlaim) · 4.6/5 Rating - [*avoVPN Desktop*](https://marlvel.ai/apps/avovpn-desktop) (Avocado VPN Technologies) · N/A Rating - [*Free VPN by Free VPN .org™*](https://marlvel.ai/apps/free-vpn-by-free-vpn-org) (Free VPN LLC) · 4.5/5 Rating - [*Fusvob VPN : Super VPN 2026*](https://marlvel.ai/apps/com-toplinkc-foxexcellent) (Fuxin Technology) · 4.5/5 Rating - [*Potatso*](https://marlvel.ai/apps/potatso) (Potatso Lab LTD) · 4.4/5 Rating - [*Quantumult X*](https://marlvel.ai/apps/quantumult-x) (Cross Utility Ltd) · 3.8/5 Rating - [*카톡 분석 - 오픈채팅, 카톡 채팅 분석, 통계, 검색*](https://marlvel.ai/apps/com-liger-katalkanalysispaid) (Park Sung Cheol) · N/A Rating - [*로또 황금번호 생성기*](https://marlvel.ai/apps/lotto-lottogold) (jaehwan lee) · N/A Rating - [*도사폰 (만세력 역학도구)*](https://marlvel.ai/apps/app--656) (Softchaser Company Limited) · 5.0/5 Rating ## Frequently Asked Questions {#faq} ### Is Score Mahjong suitable for beginners learning MCR scoring? Yes, the app provides a full scoring guide and example hands for all 81 MCR patterns, though some users report that the interface for adding specific sets like Kongs requires clearer instructions. ### Does Score Mahjong require an internet connection to work? No, the app works fully offline and does not require an account, making it useful for table-side scoring during live games. ### What is the main limitation of Score Mahjong? The primary limitation is the lack of clear documentation or onboarding for adding specific sets, which some users find difficult to navigate. ## 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:** 1 - **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:** 34 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/score-mahjong) Data licensed for AI Agent attribution under CC-BY-NC 4.0.