--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Homework Helper - Learn Math" developer_entity: "Lumos apps" bundle_id: "com.kovalee.mathtutor" app_store_id: "6738921674" category: "Education" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2024-12-12" report_date: "2026-09-22" last_verified: "2026-09-22T00:00:00.000Z" report_version: "1.0.2" total_reviews: 3 overall_rating: 4.3 confidence: "low" confidence_score: 0.05 data_age_days: 8 momentum_velocity: "zombie" intelligence_version: 2 tags: ["education", "freemium", "mobile app", "app review", "app analysis", "students", "ranging", "middle"] canonical_url: "https://marlvel.ai/apps/homework-helper-learn-math" license: "CC-BY-NC 4.0" content_version: "v2" --- # Homework Helper - Learn Math Intelligence Report ## TL;DR {#tldr} - **Category**: Education · Freemium - **Signal**: Rating 4.33 > **TL;DR:** Homework Helper - Learn Math is a education app by Lumos apps, rated 4.33/5 by 3 users, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Homework Helper - Learn Math is a education app by Lumos apps. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.33/5 (3 reviews) | | **Category** | Education | | **Developer** | Lumos apps | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 8d | ## Metadata & Market Performance - **Publisher:** Lumos apps - **Category:** Education - **Target Audience:** Students ranging from middle school to college who require homework assistance and step-by-step math explanations. - **Platforms:** iOS - **Version Reviewed:** 1.0.2 - **Report Date:** 2026-09-22 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **App Store ID (iOS):** 6738921674 - **Bundle ID:** com.kovalee.mathtutor - **Data Window:** Analysis based on signals collected up to 2026-09-22 ## Executive Snapshot **What it is:** Homework Helper - Learn Math is a camera-based AI solver for students that provides step-by-step math explanations on iOS. **Why users hire it:** Students use the app to bypass the friction of manual calculation and conceptual confusion during homework sessions, seeking immediate clarity on complex algebraic and calculus problems. ## App DNA (Features & Intent) - **[Standard] AI Math Solver:** Camera-based input captures math problems for instant AI-generated solutions; core utility loop drives daily active usage. * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Standard] Step-by-step Breakdowns:** Provides sequential explanations for arithmetic, algebra, and calculus problems; premium-tier gate for paid conversion. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Education Level Personalization:** Adapts explanation complexity based on user-selected grade level; retention lever for academic alignment. * *User Intent:* Users value self-expression and personalized experiences. ## Market Position {#market-position} Homework Helper - Learn Math maintains a 4.33 rating on the iOS store, though its position is constrained by a 21-month update gap. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with limited access, Premium tier via in-app purchase - **Analysis:** Freemium model gates advanced educational content behind in-app purchases while using core solver utility to drive acquisition. ## SWOT Analysis {#swot} **Core Strengths:** - Grade-level personalization adapts explanation complexity to specific academic requirements **Growth Levers:** - Localized pricing could capture high-ARPU markets where rivals charge higher premiums ## What's New - **Latest (v1.0.2, 1 years ago):** Resolved a display issue within the paywall interface. ## App Momentum (Zombie) {#momentum} - Dormant 21 months, no feature updates. - Last release resolved paywall display bug. > **Cadence:** 1 total versions · 0 majors in last 6 months · 649 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Homework Helper - Learn Math is an education app that is free with in-app purchases. It holds a 4.33/5 rating from 3 reviews. > **Bottom Line:** The 21-month development silence indicates the product has reached the end of its lifecycle, and sunsetting the app would allow for the reallocation of resources to more viable projects. **Best for:** Students ranging from middle school to college who require homework assistance and step-by-step math explanations. ### PM Action Plan (Next Best Moves) - [ ] [MAINTAIN] Audit current AI model accuracy because 21 months of inactivity suggests model degradation → maintain baseline utility ### Outlook: Declining The education-utility market is consolidating around platforms with frequent model updates and live-ops content. Homework Helper - Learn Math's 21-month silence leaves it exposed to rivals that offer superior accuracy and subject breadth, signaling a continued decline in market relevance. - 🔴 The 21-month development gap indicates the app is in maintenance mode, which will lead to user churn as academic standards evolve. - 🔴 Lack of recent feature updates prevents the app from competing with active rivals, accelerating the decline in new-user conversion. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.33/5 | | Total Reviews | 3 | | Confidence | Low | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Homework Helper - Learn Math** (this app) | 4.33/5 | N/A | Lumos apps | | [Catbus Student](https://marlvel.ai/apps/catbus-student) | 4.3/5 | N/A | Cohota Join Stock Company | | [Money Matrix (CAD)](https://marlvel.ai/apps/money-matrix-cad) | 5.0/5 | N/A | Blooming Kids Software LLC | | [Quran Treasure Island for Kids](https://marlvel.ai/apps/quran-treasure-island-for-kids) | 4.9/5 | Mixed | Akeela Manekia | | [Valencia College - MyVC](https://marlvel.ai/apps/valencia-college-myvc) | 5.0/5 | N/A | Valencia College | | [Verbi: Learn a New Language](https://marlvel.ai/apps/verbi-learn-a-new-language) | 4.3/5 | n/a | ACADIA LABS INC. | ## Company Profile - **Developer:** Lumos apps ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/homework-helper-learn-math/id6738921674?uo=4) - **Sources:** App store metadata. ## Related Intel Reports - [*Catbus Student*](https://marlvel.ai/apps/catbus-student) (Cohota Join Stock Company) · 4.3/5 Rating - [*Money Matrix (CAD)*](https://marlvel.ai/apps/money-matrix-cad) (Blooming Kids Software LLC) · 5.0/5 Rating - [*Quran Treasure Island for Kids*](https://marlvel.ai/apps/quran-treasure-island-for-kids) (Akeela Manekia) · 4.9/5 Rating - [*Valencia College - MyVC*](https://marlvel.ai/apps/valencia-college-myvc) (Valencia College) · 5.0/5 Rating - [*Verbi: Learn a New Language*](https://marlvel.ai/apps/verbi-learn-a-new-language) (ACADIA LABS INC.) · 4.3/5 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 - [*천자문 워치*](https://marlvel.ai/apps/app--385) (kim juyoung) · N/A Rating - [*천자문 공부 도우미*](https://marlvel.ai/apps/app--382) (kim juyoung) · 5.0/5 Rating ## Frequently Asked Questions {#faq} ### Is Homework Helper - Learn Math free to use? The app follows a freemium model. Basic math problem solving is available for free, but detailed step-by-step explanations and advanced conceptual breakdowns are gated behind a premium subscription. ### How does Homework Helper compare to other math solvers? Homework Helper provides a basic camera-based solver and grade-level personalization. However, it has not received a feature update in 21 months, making it less competitive than active rivals that frequently update their AI models and subject coverage. ### Is Homework Helper safe for students to use? The app is rated 4+ on the App Store. While it provides educational assistance, users should verify AI-generated solutions as the app has not been updated since 2024. ## 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:** 8 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/homework-helper-learn-math) Data licensed for AI Agent attribution under CC-BY-NC 4.0.