--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "DSA Master - Data & Algorithms" developer_entity: "Alok Singh" bundle_id: "com.aryansbtloe.swiftdsandalgo.ios" app_store_id: "1672776683" category: "Education" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-07-07" report_date: "2026-09-24" last_verified: "2026-09-24T00:00:00.000Z" report_version: "2026.07.05" total_reviews: 35 overall_rating: 4.2 confidence: "low" confidence_score: 0.3 data_age_days: 6 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["education", "free", "mobile app", "app review", "app analysis", "computer", "science", "students,"] canonical_url: "https://marlvel.ai/apps/dsa-master-data-algorithms" license: "CC-BY-NC 4.0" content_version: "v2" --- # DSA Master - Data & Algorithms Intelligence Report ## TL;DR {#tldr} - **Category**: Education · Free - **Signal**: Rating 4.2 > **TL;DR:** DSA Master - Data & Algorithms is a education app by Alok Singh, rated 4.2/5 by 35 users, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** DSA Master - Data & Algorithms is a education app by Alok Singh. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.2/5 (35 reviews) | | **Category** | Education | | **Developer** | Alok Singh | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 6d | ## Metadata & Market Performance - **Publisher:** Alok Singh - **Category:** Education - **Target Audience:** Computer science students, software engineers, and technical interview candidates seeking structured algorithm and data structure practice. - **Platforms:** iOS - **Version Reviewed:** 2026.07.05 - **Report Date:** 2026-09-24 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.3/1.0) - **App Store ID (iOS):** 1672776683 - **Bundle ID:** com.aryansbtloe.swiftdsandalgo.ios - **Data Window:** Analysis based on signals collected up to 2026-09-24 ## Executive Snapshot **What it is:** DSA Master - Data & Algorithms is an educational tool for computer science students and engineers, offering algorithm visualizations and a multi-language code playground on iOS. **Why users hire it:** It removes the cognitive friction of setting up local development environments by providing an integrated, offline-capable space for practicing technical interview problems. ## App DNA (Features & Intent) - **[Differentiator] Live Code Playground:** In-app editor for writing, editing, and executing code in Python, JavaScript, Java, C++, Kotlin, Dart, and Go - **[Differentiator] Animated Algorithm Visualizations:** Step-by-step visual flow of data structures and algorithms with playback controls - **[Standard] Study Streaks and Goals:** Gamified tracking of daily learning habits and objective monitoring * *User Intent:* Users are motivated by consistent progression and daily incentives. ## Market Position {#market-position} DSA Master - Data & Algorithms occupies a niche in the Education category, providing a specialized toolset for technical interview preparation. The absence of recent feature updates relative to its 2023 release date suggests a stable but non-aggressive market posture. ## Monetization Strategy - **Model:** Free - **Tiers:** Free to download - **Analysis:** The app is free to download and monetizes through Google AdMob ad inventory. ## SWOT Analysis {#swot} **Core Strengths:** - Animated algorithm visualizations provide a differentiated capability for visual learners. - Multi-language code playground lowers the barrier to active practice. **Growth Levers:** - Localized content for non-English speaking developer segments could unlock new growth. - Expansion into advanced interview topics could increase long-term user retention. ## What's New - **Latest (v2026.07.05, 2 months ago):** General maintenance release focused on bug fixes and performance enhancements. ## App Momentum (Maintenance) {#momentum} - Ships maintenance-only updates. - Last release 79 days ago. > **Cadence:** 1 total versions · 0 majors in last 6 months · 79 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} DSA Master - Data & Algorithms is an education app that is completely free. It holds a 4.2/5 rating from 35 reviews. > **Bottom Line:** Transitioning from a maintenance-only cadence to a content-refresh cycle would address the stagnation risk inherent in static educational tools, ensuring the platform remains a primary resource for technical interview preparation. **Best for:** Computer science students, software engineers, and technical interview candidates seeking structured algorithm and data structure practice. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Pivot the current maintenance-only roadmap toward a content-refresh sprint ### Outlook: Stable The technical education market is consolidating around platforms that offer frequent content updates and community-driven feedback loops. DSA Master - Data & Algorithms remains in a maintenance-only posture, which leaves it exposed to more dynamic competitors that can better align with the rapid evolution of technical interview requirements. - 🔴 The current 79-day release gap suggests a maintenance-only posture, which limits the platform's ability to adapt to shifting technical interview standards. - ⚪ The reliance on ad-supported monetization without a premium tier limits revenue potential, forcing a volume-based strategy that requires constant user acquisition. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.2/5 | | Total Reviews | 35 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **DSA Master - Data & Algorithms** (this app) | 4.2/5 | N/A | Alok Singh | | [ALPA: Lernspiele für Kinder](https://marlvel.ai/apps/alpa-lernspiele-fur-kinder) | N/A/5 | N/A | ALPA Kids OU | | [ATPdigital (Legacy)](https://marlvel.ai/apps/atpdigital-legacy) | 2.0/5 | n/a | Bristol Groundschool International Ltd | | [Catbus Student](https://marlvel.ai/apps/catbus-student) | 4.3/5 | N/A | Cohota Join Stock Company | | [Chinese Tibetan Dictionary](https://marlvel.ai/apps/chinese-tibetan-dictionary) | 5.0/5 | Thrilled | Lobsang Monlam16922404891 | | [Legasthenie & LRS Trainer](https://marlvel.ai/apps/legasthenie-lrs-trainer) | N/A/5 | N/A | Matthias Aigner | ## Company Profile - **Developer:** Alok Singh - **Website:** [https://bestlatestapps.com/apps/dsa-master/](https://bestlatestapps.com/apps/dsa-master/) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/dsa-master-data-algorithms/id1672776683?uo=4) - **Dev Site:** [Official Website](https://bestlatestapps.com/apps/dsa-master/) - **Sources:** Developer website content, About us / company information, App store metadata. ## Related Intel Reports - [*ALPA: Lernspiele für Kinder*](https://marlvel.ai/apps/alpa-lernspiele-fur-kinder) (ALPA Kids OU) · N/A Rating - [*ATPdigital (Legacy)*](https://marlvel.ai/apps/atpdigital-legacy) (Bristol Groundschool International Ltd) · 2.0/5 Rating - [*Catbus Student*](https://marlvel.ai/apps/catbus-student) (Cohota Join Stock Company) · 4.3/5 Rating - [*Chinese Tibetan Dictionary*](https://marlvel.ai/apps/chinese-tibetan-dictionary) (Lobsang Monlam16922404891) · 5.0/5 Rating | Excellent Sentiment - [*Legasthenie & LRS Trainer*](https://marlvel.ai/apps/legasthenie-lrs-trainer) (Matthias Aigner) · N/A Rating - [*Lyceum Leaf Parent*](https://marlvel.ai/apps/lyceum-leaf-parent) (Techcess Business Solutions (Pvt) Ltd) · N/A Rating - [*Money Matrix (CAD)*](https://marlvel.ai/apps/money-matrix-cad) (Blooming Kids Software LLC) · 5.0/5 Rating - [*myTibetan*](https://marlvel.ai/apps/mytibetan) (Yury Nevalenny) · 4.8/5 Rating | Excellent Sentiment - [*Quran Treasure Island for Kids*](https://marlvel.ai/apps/quran-treasure-island-for-kids) (Akeela Manekia) · 4.9/5 Rating - [*Sudoku - Number Puzzle Pro*](https://marlvel.ai/apps/sudoku-number-puzzle-pro) (阳理 江) · N/A Rating ## Frequently Asked Questions {#faq} ### Is DSA Master - Data & Algorithms suitable for beginners? Yes, the app provides a structured learning path from beginner to expert, covering 50+ data structures and algorithms with interactive visualizations. ### Does DSA Master - Data & Algorithms work offline? Yes, the app supports offline access, allowing users to study the content library anywhere without an active internet connection. ### What programming languages are supported in the code playground? The app supports Python, JavaScript, Java, C++, Kotlin, Dart, and Go for writing, editing, and executing code. ## 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:** 6 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/dsa-master-data-algorithms) Data licensed for AI Agent attribution under CC-BY-NC 4.0.