--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Uno Score Keeper" developer_entity: "Michael Narinsky" bundle_id: "com.mnarinsky.UnoScoreKeeper" app_store_id: "1614579095" google_play_id: "com.mnarinsky.uno_score_keeper" category: "Entertainment" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2023-09-17" report_date: "2026-06-16" last_verified: "2026-06-16T21:05:27.541Z" report_version: "1.2.0" total_reviews: 240 overall_rating: 4.48 sentiment: "Excited" sentiment_score: 65 confidence: "high" confidence_score: 0.45 top_praise_theme: "Rapid score entry via the specialized card keyboard improves game flow for casual players" top_complaint_theme: "Back button navigation triggers accidental deletion of active game scorecards" top_request_theme: "Expanded rule variations for team play and specific game modes are requested by enthusiasts" review_sample_size: 37 total_review_count: 37 analyzed_review_count: 37 data_age_days: 15 momentum_velocity: "zombie" intelligence_version: 4 nemesis: "貓罐子" competitor_count: 7 tags: ["entertainment", "free", "excited sentiment", "mobile app", "app review", "app analysis", "players", "seeking", "digital"] canonical_url: "https://marlvel.ai/intel-report/entertainment/uno-score-keeper" license: "CC-BY-NC 4.0" content_version: "v2" --- # Uno Score Keeper App Audit ## TL;DR {#tldr} - **Category**: Entertainment · Free - **Signal**: Rating 4.48 · Sentiment Excited - **Recent focus**: Back button navigation triggers accidental deletion of active game scorecards (top complaint) · Rapid score entry via the specialized card keyboard improves game flow for casual players (top praise) · Expanded rule variations for team play and specific game modes are requested by enthusiasts (top request) > **TL;DR:** Uno Score Keeper is a entertainment app by Michael Narinsky, rated 4.48/5 by 240 users, with Excited user sentiment (65/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Uno Score Keeper maintains Excited user sentiment (4.48/5 from 240 reviews), with users consistently praising rapid score entry via the specialized card keyboard improves game flow for casual players. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.48/5 (240 reviews) | | **User Mood** | Excited | | **Category** | Entertainment | | **Developer** | Michael Narinsky | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | High (0.45/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** Michael Narinsky - **Category:** Entertainment - **Target Audience:** Uno players seeking a digital companion to manage scoring and rule variations during social card games. - **Platforms:** iOS & Android - **Version Audited:** 1.2.0 - **Audit Date:** 2026-06-16 - **Signal Count:** 37 reviews analyzed - **Confidence:** High (0.45/1.0) - **App Store ID (iOS):** 1614579095 - **Bundle ID:** com.mnarinsky.UnoScoreKeeper - **Google Play ID:** com.mnarinsky.uno_score_keeper - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-06-16 ## Executive Snapshot **What it is:** Uno Score Keeper is a digital companion app for Uno players that automates score tracking and rule management on iOS and Android. **Why users hire it:** Users hire this app to remove the manual math and friction of pen-and-paper scoring, allowing them to focus on social gameplay without session interruption. ## App DNA (Features & Intent) - **[Differentiator] Uno Cards Keyboard:** Custom input interface replacing standard digits with Uno-specific card visuals for score entry * *User Intent:* Users value self-expression and personalized experiences. - **[Differentiator] Advanced Auto-Calculation:** Calculates player scores automatically based on cards remaining in hand * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Flexible Rule Variants:** Toggle between highest-score-wins and lowest-score-wins scoring logic ## Market Position {#market-position} The app maintains a high 4.6-star rating across 240 total ratings, signaling strong utility fit despite the lack of monetization. The absence of a persistent database limits its ability to compete with established trackers that offer historical analytics. ## Monetization Strategy - **Model:** Free - **Tiers:** Free access to all features - **Analysis:** The app operates as a free utility with no visible IAP or ad-supported monetization, functioning as a standalone tool. ## 🟢 User Sentiment (High Confidence: 37 of 37 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.48/5 - **Platform Split:** iOS 4.9/5 (51 ratings) | Android 4.4/5 (189 ratings) - **Overall Sentiment:** Excited ### Top Praises - **Rapid score entry via the specialized card keyboard improves game flow for casual players** ### Top Complaints (Impact Areas) - **Back button navigation triggers accidental deletion of active game scorecards** ### Top Requests (What Users Want) - **Expanded rule variations for team play and specific game modes are requested by enthusiasts** ## SWOT Analysis {#swot} **Core Strengths:** - Specialized card-keyboard interface reduces entry friction - Ad-free experience maintains high user trust - Flexible rule-toggles accommodate diverse social playstyles **Critical Frictions:** - Back-button navigation deletes active sessions - No persistent match history for users - Offline usage triggers display regressions **Growth Levers:** - Implement local database for match history - Add team-based scoring modes - Integrate lightweight social sharing **Market Threats:** - Playgroup's multi-device sync feature - MTG Guide's established brand longevity - Spin Rewards' secondary economy engagement ## Recent Changes (v3 → v4) {#recent-changes} The app faces a new critical churn risk due to navigation-induced data loss, while the competitive analysis has been refined to include threat activity levels and new market rivals. **Overall trend**: Mixed **Compared at**: 2026-06-16 ### High-impact changes - **[Declined] Data Loss via Navigation** (sentiment) — New complaint theme: Back button navigation triggers accidental deletion of active game sessions, previously not reported. - **[] Navigation Weakness** (swot) — Added 'Back-button navigation deletes active sessions' as a core weakness. ### Medium-impact changes - **[Added] Flexible Rule Variants** (features) — Added 'Flexible Rule Variants' as a standard feature, supporting toggle between scoring logic. - **[Shifted] Competitive Landscape Granularity** (positioning) — Updated competitive landscape to include 'threatActivity' metrics (active, dormant, slowing) for all listed apps. ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Uno Score Keeper vs 貓罐子 — Head to Head - **[貓罐子](https://marlvel.ai/intel-report/developer-tools/app-bottleneko)** by KUAN LIN LIU: This app competes by targeting the same tabletop gaming demographic, specifically focusing on card management and community-driven utility for card-based games. - **Moat strength:** Low — erodable in <12 months - **Key differences:** - Offers integrated deck building tools that go beyond simple score tracking for card enthusiasts. - Leverages community-driven features to foster user engagement that our score-only app currently lacks. - **Where Uno Score Keeper wins:** - ✅ Provides a focused, frictionless UX specifically for scorekeeping that avoids the bloat of deck management. - ✅ Maintains a higher level of accessibility for casual players who do not need complex card databases. - **Where 貓罐子 wins:** - ❌ Includes advanced deck building and retrieval features that appeal to more serious, competitive card players. - ❌ Integrates community features that encourage repeat usage through social interaction rather than just utility. - **Verdict:** The target app should double down on its 'simple and fast' value proposition while considering a lightweight social sharing feature to counter the nemesis's community pull. ### Peers (What They Do Better) - **[Playgroup - EDH Tracker](https://marlvel.ai/intel-report/entertainment/playgroup-edh-tracker)** by Arcane Digital B.V.: It serves the same core utility market of tracking game states and scores for tabletop gaming sessions. - Features sophisticated league tracking and historical analytics that appeal to long-term competitive playgroups. - Supports multi-device synchronization, allowing for a collaborative scorekeeping experience across different player phones. - **[MTG Guide](https://marlvel.ai/intel-report/reference/mtg-guide)** by Michael Wybrow: It competes for the attention of tabletop gamers by providing essential reference tools that often accompany scorekeeping sessions. - Provides a massive, offline-accessible rules database that acts as a primary resource for card players. - Established brand longevity since 2010 creates a significant barrier to entry for newer, niche scorekeepers. - **[Peela Cards: Deep Questions](https://marlvel.ai/intel-report/entertainment/peela-cards-deep-questions)** by Leadimize: It occupies the same 'social entertainment' category, focusing on enhancing the interpersonal experience of card-based gatherings. - Focuses on thematic icebreaker prompts to drive social interaction rather than purely functional game utility. - Utilizes relationship-specific modes to tailor the gaming experience to different social group dynamics. - **[H3GE TV](https://marlvel.ai/intel-report/entertainment/h3ge-tv)** by Huge Holdings Ltd: It competes for the same entertainment-focused screen time during social gatherings, specifically through TV-casting capabilities. - Enables large-screen TV casting, which transforms the gaming experience into a shared, living-room activity. - Includes a broader game library that positions the app as a central hub for home entertainment. ### New Kids on the Block (What's Innovative) - **[Solitaire Smash Real Cash Guia](https://marlvel.ai/intel-report/casino/com-gamevault-game-vault-casino-slots-delights)** by DELIGHTS Labs: This newcomer targets the same casual gaming audience by providing analytical tools for scoring and strategy. - Provides specialized scoring and speed analysis tools designed to optimize performance in competitive mobile games. - **[Spin Rewards - Daily](https://marlvel.ai/intel-report/productivity/spin-rewards-daily)** by Niraj Prajapati: It captures the same casual gaming demographic by offering utility-based features like card trading and community interaction. - Integrates a card trading marketplace that creates a secondary economy for players within the app. ## What's New - **Latest (v1.2.0, 2 years ago):** Added UNO card keyboard for intuitive score entry and an Advanced mode for automatic score calculation based on hand size. ## App Momentum (Zombie) {#momentum} - Shipped Uno cards keyboard for entry - Added advanced auto-calculation mode - Implemented in-app feedback submission > **Cadence:** 2 total versions · 2 majors in last 6 months · 970 days since last update · 1 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Uno Score Keeper is a market-leading entertainment app that is completely free. With a 4.48/5 rating from 240 reviews, it delivers strong user satisfaction. > **Bottom Line:** The app succeeds as a frictionless utility, but the destructive navigation behavior creates a critical churn risk, so the PM must prioritize session-state protection to defend the current user base. **Best for:** Uno players seeking a digital companion to manage scoring and rule variations during social card games. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] [HIGH IMPACT] Ship confirmation prompt for back-button navigation because it is the top-reported cause of data loss → reduce churn — *User reviews consistently cite accidental scorecard deletion as the primary frustration.* _(trade-off: deprioritize Push the team-based scoring mode sprint to Q2 — data integrity is a higher retention priority.)_ - [ ] [PIVOT] [MEDIUM IMPACT] Build local match-history database because players request past results → increase session stickiness — *Lack of persistent history is the second most frequent complaint theme.* _(trade-off: deprioritize Deprioritize the UI avatar customization update — history adds more utility value.)_ ### Feature Gaps vs Competitors - Multi-device synchronization (available in Playgroup but missing here) - Historical match analytics (available in Playgroup but missing here) ### Outlook: Improving The tabletop utility market is shifting toward long-term engagement through historical data and social features. Uno Score Keeper is currently advantaged by its simplicity, but it must address navigation friction to prevent users from migrating to more robust trackers. - 🟢 The latest release successfully introduced high-value scoring features, which are driving positive sentiment and active user engagement. - 🔴 Destructive navigation behavior in the latest version causes data loss, which erodes the retention gains of new features. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.48/5 | | Total Reviews | 240 | | Sentiment | Excited (65/100) | | Confidence | High | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Improving | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Uno Score Keeper** (this app) | 4.48/5 | Excited | Michael Narinsky | | [Solitaire Smash Real Cash Guia](https://marlvel.ai/intel-report/casino/com-gamevault-game-vault-casino-slots-delights) | N/A/5 | N/A | DELIGHTS Labs | | [貓罐子](https://marlvel.ai/intel-report/developer-tools/app-bottleneko) | N/A/5 | N/A | KUAN LIN LIU | | [Peela Cards: Deep Questions](https://marlvel.ai/intel-report/entertainment/peela-cards-deep-questions) | 4.6/5 | Excited | Leadimize | | [H3GE TV](https://marlvel.ai/intel-report/entertainment/h3ge-tv) | N/A/5 | N/A | Huge Holdings Ltd | | [Spin Rewards - Daily](https://marlvel.ai/intel-report/productivity/spin-rewards-daily) | N/A/5 | N/A | Niraj Prajapati | ## Company Profile - **Developer:** Michael Narinsky ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/uno-score-keeper/id1614579095?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.mnarinsky.uno_score_keeper&hl=en&gl=us) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*Solitaire Smash Real Cash Guia*](https://marlvel.ai/intel-report/casino/com-gamevault-game-vault-casino-slots-delights) (DELIGHTS Labs) — N/A Rating | N/A Sentiment - [*貓罐子*](https://marlvel.ai/intel-report/developer-tools/app-bottleneko) (KUAN LIN LIU) — N/A Rating | N/A Sentiment - [*Peela Cards: Deep Questions*](https://marlvel.ai/intel-report/entertainment/peela-cards-deep-questions) (Leadimize) — 4.6/5 Rating | Positive Sentiment - [*H3GE TV*](https://marlvel.ai/intel-report/entertainment/h3ge-tv) (Huge Holdings Ltd) — N/A Rating | N/A Sentiment - [*Spin Rewards - Daily*](https://marlvel.ai/intel-report/productivity/spin-rewards-daily) (Niraj Prajapati) — N/A Rating | N/A Sentiment - [*MTG Guide*](https://marlvel.ai/intel-report/reference/mtg-guide) (Michael Wybrow) — 4.7/5 Rating | Positive Sentiment - [*Playgroup - EDH Tracker*](https://marlvel.ai/intel-report/entertainment/playgroup-edh-tracker) (Arcane Digital B.V.) — 4.8/5 Rating | Mixed Sentiment - [*BESTPLAY Play to earn & donate*](https://marlvel.ai/intel-report/entertainment/bestplay-play-to-earn-donate) (Bestplay) — 4.7/5 Rating | N/A Sentiment - [*Leprecam*](https://marlvel.ai/intel-report/entertainment/leprecam) (Asinine Games Inc) — 4.2/5 Rating | N/A Sentiment - [*JustPlay: Earn Loyalty Rewards*](https://marlvel.ai/intel-report/entertainment/justplay-earn-loyalty-rewards) (Gimica GmbH) — 4.7/5 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:** 0.45/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 37 - **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:** 0 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/entertainment/uno-score-keeper) Data licensed for AI Agent attribution under CC-BY-NC 4.0.