--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Math Scanner: Homework Helper" developer_entity: "Evgeniy Mikholap" bundle_id: "net.cleanapps.math" app_store_id: "6502646158" category: "Education" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2025-10-30" report_date: "2026-09-05" last_verified: "2026-09-05T00:00:00.000Z" report_version: "1.0.0" total_reviews: 16 overall_rating: 4.6 sentiment: "Excited" sentiment_score: 65 confidence: "medium" confidence_score: 0.6 top_praise_theme: "Mathematical problem solving functionality provides significant homework assistance for students needing quick step-by-step guidance" top_complaint_theme: "Inconsistent user experience and lack of engagement lead to negative sentiment among some users" review_sample_size: 13 total_review_count: 13 analyzed_review_count: 13 data_age_days: 70 momentum_velocity: "zombie" intelligence_version: 3 tags: ["education", "freemium", "excited sentiment", "mobile app", "app review", "app analysis", "students", "ranging", "middle"] canonical_url: "https://marlvel.ai/apps/math-scanner-homework-helper" license: "CC-BY-NC 4.0" content_version: "v2" --- # Math Scanner: Homework Helper Intelligence Report ## TL;DR {#tldr} - **Category**: Education · Freemium - **Signal**: Rating 4.56 · Sentiment Excited - **Recent focus**: Inconsistent user experience and lack of engagement lead to negative sentiment among some users (top complaint) · Mathematical problem solving functionality provides significant homework assistance for students needing quick step-by-step guidance (top praise) > **TL;DR:** Math Scanner: Homework Helper is a education app by Evgeniy Mikholap, rated 4.56/5 by 16 users, with Excited user sentiment (65/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Math Scanner: Homework Helper maintains Excited user sentiment (4.56/5 from 16 reviews), with users consistently praising mathematical problem solving functionality provides significant homework assistance for students needing quick step-by-step guidance. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.56/5 (16 reviews) | | **User Mood** | Excited | | **Category** | Education | | **Developer** | Evgeniy Mikholap | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.6/1.0) | | **Data Age** | 70d | ## Metadata & Market Performance - **Publisher:** Evgeniy Mikholap - **Category:** Education - **Target Audience:** Students ranging from middle school to university level seeking homework assistance and math practice. - **Platforms:** iOS & Android - **Version Reviewed:** 1.0.0 - **Report Date:** 2026-09-05 - **Signal Count:** 13 reviews analyzed - **Confidence:** Medium (0.6/1.0) - **App Store ID (iOS):** 6502646158 - **Bundle ID:** net.cleanapps.math - **Google Play ID:** net.cleanapps.math - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-09-05 ## Executive Snapshot **What it is:** Math Scanner: Homework Helper is an iOS and Android education app that uses camera input to provide step-by-step math solutions for students. **Why users hire it:** Students use the tool to bypass the cognitive friction of manual problem solving when they are stuck on homework assignments. ## App DNA (Features & Intent) - **[Standard] Camera-based Math Solver:** Captures images of math problems to provide instant solutions and explanations. * *User Intent:* Users seek enhanced value through premium features. - **[Standard] Step-by-Step Guidance:** Provides detailed tutorials and instructions for solving equations and word problems. * *User Intent:* Users need clear guidance to understand and adopt the product quickly. - **[Standard] Unlimited Problem Solving:** Removes usage caps on math problem processing. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} Math Scanner: Homework Helper occupies a standard position in the Education category, relying on a freemium model to drive conversions. The 300-day update gap signals a lack of competitive investment compared to active category peers. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with limited problem solving, Premium subscription for unlimited problem-solving capabilities - **Analysis:** The freemium model gates the volume of problem-solving requests behind a premium subscription. ## 🟢 User Sentiment (Medium Confidence: 13 of 13 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.56/5 - **Platform Split:** iOS 4.6/5 (16 ratings) - **Overall Sentiment:** Excited ### Top Praises - **Mathematical problem solving functionality provides significant homework assistance for students needing quick step-by-step guidance** ### Top Complaints (Impact Areas) - **Inconsistent user experience and lack of engagement lead to negative sentiment among some users** ## SWOT Analysis {#swot} **Core Strengths:** - Camera-based scanning provides immediate homework utility **Growth Levers:** - Gamified practice modules could drive recurring usage ## Recent Changes (v2 → v3) {#recent-changes} The competitive outlook has shifted from mixed to declining, as the 300-day update silence is now categorized as a primary indicator of a zombie product state that erodes user trust and accelerates churn. **Overall trend**: Declining **Compared at**: 2026-09-05 ### High-impact changes - **[Declined] Outlook Trend Downgrade** (positioning) ### Medium-impact changes - **[Added] New Weakness: Erosion of User Trust** (swot) - **[Added] New Threat: Competitive Share Loss** (swot) - **[Added] New Engagement Complaint** (sentiment) ## App Momentum (Zombie) {#momentum} - Dormant 10 months, no recent releases. - Maintenance-only cadence since late 2024. > **Cadence:** 2 total versions · 0 majors in last 6 months · 309 days since last update · 476 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Math Scanner: Homework Helper is a market-leading education app that is free with in-app purchases. With a 4.56/5 rating from 16 reviews, it delivers strong user satisfaction. > **Bottom Line:** Math Scanner: Homework Helper provides immediate utility, but the lack of development cadence prevents it from becoming a primary learning tool. Shifting to a feature-led update cycle would unlock the retention needed to justify the premium subscription price point. **Best for:** Students ranging from middle school to university level seeking homework assistance and math practice. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Ship a content-refresh update because the 300-day silence signals abandonment to users → restore brand reliability ### Outlook: Declining The education-utility market is consolidating around apps that offer frequent content updates and interactive learning modules. Math Scanner: Homework Helper remains in a dormant state, which will likely accelerate user churn as students migrate to more active, evolving alternatives. - 🔴 The 300-day update silence indicates a maintenance-only posture, which signals to users that the app is no longer a reliable learning companion. - 🔴 Mixed sentiment regarding engagement suggests the current feature set fails to build a habit, leading to churn after the initial homework need is met. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.56/5 | | Total Reviews | 16 | | Sentiment | Excited (65/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Math Scanner: Homework Helper** (this app) | 4.56/5 | Excited | Evgeniy Mikholap | | [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:** Evgeniy Mikholap - **Website:** [https://sites.google.com/view/mathscanner/home](https://sites.google.com/view/mathscanner/home) ## Data Sources & Links - **App Store ID:** 6502646158 - **Google Play ID:** net.cleanapps.math - **Dev Site:** [Official Website](https://sites.google.com/view/mathscanner/home) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## 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 Scanner: Homework Helper free to use? The app uses a freemium model. Basic problem solving is free, but unlimited access to solutions and explanations requires a premium subscription. ### Does Math Scanner: Homework Helper work for advanced math? The app is marketed for students from middle school to university, covering both foundational concepts and advanced mathematical problems. ### Is Math Scanner: Homework Helper reliable for daily homework? While the scanning feature provides instant solutions, the app has not received a major update in over 300 days, which may impact its long-term reliability. ## 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:** 0.6/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 13 - **Data Sources:** user reviews, 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:** 70 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/math-scanner-homework-helper) Data licensed for AI Agent attribution under CC-BY-NC 4.0.