--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "SwiftMath - Mental Math Pro" developer_entity: "Thomas van Os" bundle_id: "OSDevelopment.MathMaster" app_store_id: "6757859918" category: "Education" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-01-26" report_date: "2026-10-25" last_verified: "2026-10-25T00:00:00.000Z" report_version: "1.1" total_reviews: 0 confidence: "low" confidence_score: 0 data_age_days: 11 momentum_velocity: "zombie" intelligence_version: 2 tags: ["education", "subscription", "mobile app", "app review", "app analysis", "professionals", "finance,", "consulting,"] canonical_url: "https://marlvel.ai/apps/swiftmath-mental-math-pro" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ Content Warning This report covers topics classified as sensitive (finance). Information is aggregated from public sources for informational purposes only. This is not financial or investment advice. Always do your own research. --- # SwiftMath - Mental Math Pro Intelligence Report ## TL;DR {#tldr} - **Category**: Education · Subscription > **TL;DR:** SwiftMath - Mental Math Pro is a education app by Thomas van Os, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** SwiftMath - Mental Math Pro is a education app by Thomas van Os. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Education | | **Developer** | Thomas van Os | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Low (0/1.0) | | **Data Age** | 11d | ## Metadata & Market Performance - **Publisher:** Thomas van Os - **Category:** Education - **Target Audience:** Professionals in finance, consulting, and analytics, and students preparing for MBA exams or trading roles. - **Platforms:** iOS - **Version Reviewed:** 1.1 - **Report Date:** 2026-10-25 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0/1.0) - **App Store ID (iOS):** 6757859918 - **Bundle ID:** OSDevelopment.MathMaster - **Data Window:** Analysis based on signals collected up to 2026-10-25 ## Executive Snapshot **What it is:** SwiftMath is a mental arithmetic training app for finance and consulting professionals, structured around timed, pressure-based business math drills on iOS. **Why users hire it:** The app removes the cognitive friction of manual estimation for professionals who must perform accurate, rapid calculations during high-stakes interviews and trading tasks. ## App DNA (Features & Intent) - **[Differentiator] Business and Finance Modules:** Specialized training sets for financial calculations and estimation * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Pressure-based Challenges:** Simulated time-constrained environments for performance training * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. ## Market Position {#market-position} SwiftMath operates as a specialized vertical tool in the Education category, focusing on career-prep rather than general learning. The lack of recent updates suggests a passive market position compared to broader, more frequently updated math training apps. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free tier with basic mental math mode, SwiftMath Pro (Weekly) subscription - **Analysis:** The weekly subscription cycle is designed to capture revenue from users during short-term, high-intensity exam or interview preparation windows. ## SWOT Analysis {#swot} **Core Strengths:** - Specialized business-math curriculum targets high-intent career-prep segment **Growth Levers:** - Gamified leaderboards could increase daily engagement for competitive finance candidates ## What's New - **Latest (v1.1, 9 months ago):** Updated iOS compatibility requirements and refreshed store assets. ## App Momentum (Zombie) {#momentum} - Dormant development for nine months - Last major release January 2026 > **Cadence:** 1 total versions · 0 majors in last 6 months · 272 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} SwiftMath - Mental Math Pro is an education app. > **Bottom Line:** SwiftMath holds a clear niche in career-prep, but the nine-month development silence threatens its viability as a professional tool. A content-refresh sprint would signal to high-intent users that the app remains a reliable partner for their interview preparation. **Best for:** Professionals in finance, consulting, and analytics, and students preparing for MBA exams or trading roles. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship a content-refresh sprint because the nine-month dormancy risks user abandonment → restore brand relevance ### Outlook: Declining The professional career-prep market demands high-performance, current tools that mirror real-world exam conditions. SwiftMath's current dormancy leaves it exposed to more active competitors, and the PM must decide whether to commit to a refresh or allow the app to sunset. - 🔴 The nine-month development silence suggests the app is in maintenance mode, which reduces its appeal to professionals seeking current, reliable preparation tools. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 2 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **SwiftMath - Mental Math Pro** (this app) | N/A/5 | N/A | Thomas van Os | | [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) | 4.1/5 | N/A | Cohota Join Stock Company | | [Chinese Tibetan Dictionary](https://marlvel.ai/apps/chinese-tibetan-dictionary) | 5.0/5 | Thrilled | Lobsang Monlam16922404891 | | [Insights to Behavior](https://marlvel.ai/apps/insights-to-behavior) | N/A/5 | N/A | Insights to Behavior | ## Company Profile - **Developer:** Thomas van Os ## Data Sources & Links - **App Store ID:** 6757859918 - **Sources:** 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) · 4.1/5 Rating - [*Chinese Tibetan Dictionary*](https://marlvel.ai/apps/chinese-tibetan-dictionary) (Lobsang Monlam16922404891) · 5.0/5 Rating | Excellent Sentiment - [*Insights to Behavior*](https://marlvel.ai/apps/insights-to-behavior) (Insights to Behavior) · N/A Rating - [*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 - [*MapTap.gg*](https://marlvel.ai/apps/nibble-games-maptap) (MapTap Inc) · 4.9/5 Rating | Excellent Sentiment - [*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 ## 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:** 0/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** 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:** 11 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/swiftmath-mental-math-pro) Data licensed for AI Agent attribution under CC-BY-NC 4.0.