--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Math Learning Training Tool" developer_entity: "海源 梁" bundle_id: "com.learner.maths.haiwang.mathtools" app_store_id: "1592806163" category: "Education" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2024-02-03" report_date: "2026-08-17" last_verified: "2026-08-17T00:00:00.000Z" report_version: "1.5" total_reviews: 19 overall_rating: 4.6 confidence: "low" confidence_score: 0.05 data_age_days: 45 momentum_velocity: "zombie" intelligence_version: 3 tags: ["education", "subscription", "mobile app", "app review", "app analysis", "students", "parents", "seeking"] canonical_url: "https://marlvel.ai/apps/math-learning-training-tool" license: "CC-BY-NC 4.0" content_version: "v2" --- # Math Learning Training Tool Intelligence Report ## TL;DR {#tldr} - **Category**: Education · Subscription - **Signal**: Rating 4.58 > **TL;DR:** Math Learning Training Tool is a education app by 海源 梁, rated 4.58/5 by 19 users, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Math Learning Training Tool is a education app by 海源 梁. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.58/5 (19 reviews) | | **Category** | Education | | **Developer** | 海源 梁 | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 45d | ## Metadata & Market Performance - **Publisher:** 海源 梁 - **Category:** Education - **Target Audience:** Students and parents seeking supplementary math practice tools for home-based academic training. - **Platforms:** iOS - **Version Reviewed:** 1.5 - **Report Date:** 2026-08-17 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **App Store ID (iOS):** 1592806163 - **Bundle ID:** com.learner.maths.haiwang.mathtools - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-17 ## Executive Snapshot **What it is:** Math Learning Training Tool is an arithmetic practice app for students and parents, featuring calculator-style training and error-tracking statistics on iOS. **Why users hire it:** The app removes the friction of manual progress tracking by automating error identification and providing corrective hints for home-based math study. ## App DNA (Features & Intent) - **[Standard] Calculator-style Training:** Arithmetic practice interface mimicking standard calculator input for addition, subtraction, multiplication, and division. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Error Tracking and Clues:** Data statistics engine that identifies user mistakes and provides corrective hints during training sessions. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Screenshot Sharing:** In-app utility to capture and export training records for sharing with family or friends. * *User Intent:* Users seek social connection and competitive engagement with peers. ## Market Position {#market-position} Math Learning Training Tool operates in the education category with a 4.58 rating across 19 total reviews. The lack of updates for 926 days suggests a stagnant market position relative to active competitors. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free tier with limited access, Premium subscription with weekly, monthly, or yearly billing options - **Analysis:** Subscription model gates the full lesson list, with auto-renewing terms managed via iTunes account settings. ## SWOT Analysis {#swot} **Core Strengths:** - Data statistics engine provides corrective hints during training sessions **Growth Levers:** - Expand screenshot-sharing utility into social-sharing loops for parents ## Recent Changes (v2 → v3) {#recent-changes} The app remains in a maintenance-only state with no functional changes, though the analytical framing has shifted to emphasize the specific risks of long-term dormancy on user trust and OS compatibility. **Overall trend**: Stable **Compared at**: 2026-08-17 ### Medium-impact changes - **[Shifted] SWOT Analysis Refinement** (swot) - **[Shifted] Outlook Narrative Pivot** (positioning) ## What's New - **Latest (v1.5, 2 years ago):** Updated math problem functionality. ## App Momentum (Zombie) {#momentum} - No major releases in 30 months. - Maintenance-only posture since early 2024. > **Cadence:** 1 total versions · 0 majors in last 6 months · 926 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Math Learning Training Tool is an education app. It holds a 4.58/5 rating from 19 reviews. > **Bottom Line:** The lack of development activity for 926 days indicates a maintenance-only state, making it difficult to justify further investment without a clear plan to refresh the curriculum and address potential technical debt. **Best for:** Students and parents seeking supplementary math practice tools for home-based academic training. ### PM Action Plan (Next Best Moves) - [ ] [MAINTAIN] Audit current user-flow because the app has been dormant for 926 days → identify critical breakage points ### Outlook: Declining The education market is consolidating around tools with high-frequency content updates and gamified retention loops. Math Learning Training Tool remains in a maintenance-only state, which leaves it exposed to churn as users migrate to more responsive, frequently updated alternatives. - 🔴 The 926-day update gap indicates a lack of active feature investment, which erodes trust with parents seeking modern educational tools. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.58/5 | | Total Reviews | 19 | | Confidence | Low | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Math Learning Training Tool** (this app) | 4.58/5 | N/A | 海源 梁 | | [AlgoApp - Flashcards](https://marlvel.ai/apps/algoapp-flashcards) | 4.5/5 | n/a | AlgoApp Inc | | [Elevate - Brain Training Games](https://marlvel.ai/apps/elevate-brain-training-games) | 4.7/5 | n/a | The Mind Company | | [Flashcards Deluxe](https://marlvel.ai/apps/flashcards-deluxe) | 4.5/5 | N/A | OrangeOrApple.com | | [Flash Cards Flashcards Maker](https://marlvel.ai/apps/flash-cards-flashcards-maker) | 4.0/5 | Mixed | Infinite Wave Media, LLC | | [Flashcards maker - AI generate](https://marlvel.ai/apps/flashcards-maker-ai-generate) | 4.1/5 | Mixed | Teleprompter LLC | ## Company Profile - **Developer:** 海源 梁 ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/math-learning-training-tool/id1592806163?uo=4) - **Sources:** App store metadata. ## Related Intel Reports - [*AlgoApp - Flashcards*](https://marlvel.ai/apps/algoapp-flashcards) (AlgoApp Inc) · 4.5/5 Rating - [*Elevate - Brain Training Games*](https://marlvel.ai/apps/elevate-brain-training-games) (The Mind Company) · 4.7/5 Rating - [*Flashcards Deluxe*](https://marlvel.ai/apps/flashcards-deluxe) (OrangeOrApple.com) · 4.5/5 Rating - [*Flash Cards Flashcards Maker*](https://marlvel.ai/apps/flash-cards-flashcards-maker) (Infinite Wave Media, LLC) · 4.0/5 Rating - [*Flashcards maker - AI generate*](https://marlvel.ai/apps/flashcards-maker-ai-generate) (Teleprompter LLC) · 4.1/5 Rating - [*Impulse - Brain Training*](https://marlvel.ai/apps/impulse-brain-training) (GMRD Apps Limited) · 4.6/5 Rating - [*Peak - Brain Training*](https://marlvel.ai/apps/peak-brain-training) (Synaptic Labs) · 4.7/5 Rating - [*자주 틀리는 우리말*](https://marlvel.ai/apps/app--424) (DaolSoft, Co., Ltd.) · N/A Rating - [*달공부 - 한 달 공부 다이어리 + 루틴/공부 타이머*](https://marlvel.ai/apps/azlabs-dalstudy) (SuWon Choi) · N/A Rating - [*타요콘 - 타요 아바타 놀이동화*](https://marlvel.ai/apps/com-kigle-project-tayocon) (KIGLE) · 3.1/5 Rating ## Frequently Asked Questions {#faq} ### Is Math Learning Training Tool free to use? The app offers a free tier with limited access, while the full list of lessons is gated behind a premium subscription with weekly, monthly, or yearly billing options. ### Does Math Learning Training Tool work offline? The app description does not specify offline capabilities, and the lack of recent updates suggests users should expect to maintain a connection for full functionality. ### What is the primary benefit of using this app for math practice? The app provides a calculator-style training interface and a data statistics engine that tracks progress while offering corrective hints for mistakes. ## 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:** 0.05/1.0 (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:** 45 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/math-learning-training-tool) Data licensed for AI Agent attribution under CC-BY-NC 4.0.