--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "BrainTree - 脳トレ" developer_entity: "SHUHEI YAMADA" bundle_id: "com.brainswitch.braintree" app_store_id: "6747117620" google_play_id: "com.BrainSwitch.BrainTree" category: "Education" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-05-10" report_date: "2026-05-15" last_verified: "2026-05-15T15:49:42.028Z" report_version: "1.0.28" total_reviews: 0 confidence: "low" confidence_score: 0.3 data_age_days: 47 momentum_velocity: "maintenance" intelligence_version: 3 competitor_count: 5 tags: ["education", "free", "mobile app", "app review", "app analysis", "casual", "users", "looking"] canonical_url: "https://marlvel.ai/intel-report/education/braintree" license: "CC-BY-NC 4.0" content_version: "v2" --- # BrainTree - 脳トレ App Audit ## TL;DR {#tldr} - **Category**: Education · Free > **TL;DR:** BrainTree - 脳トレ is a education app by SHUHEI YAMADA, available on iOS & Android. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** BrainTree - 脳トレ is a education app by SHUHEI YAMADA. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Education | | **Developer** | SHUHEI YAMADA | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** SHUHEI YAMADA - **Category:** Education - **Target Audience:** Casual users looking for daily brain training exercises to improve memory, focus, and logic. - **Platforms:** iOS & Android - **Version Audited:** 1.0.28 - **Audit Date:** 2026-05-15 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.3/1.0) - **App Store ID (iOS):** 6747117620 - **Bundle ID:** com.brainswitch.braintree - **Google Play ID:** com.BrainSwitch.BrainTree - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-05-15 ## Executive Snapshot **What it is:** BrainTree is a brain-training app for casual users, offering cognitive exercises across four categories on iOS and Android. **Why users hire it:** Users hire BrainTree for daily mental stimulation, but the lack of personalized progression limits its utility for those seeking measurable cognitive improvement. ## App DNA (Features & Intent) - **[Standard] Memory Training Challenges:** Mini-games focused on memorizing sequences of numbers and shapes * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Attention and Concentration Mini-games:** Tests for instantaneous judgment and cognitive switching speed - **[Standard] Calculation and Logic Drills:** Timed exercises for arithmetic and deductive reasoning - **[Differentiator] Creativity and Flexible Thinking Modules:** Problem sets designed to encourage non-linear thinking patterns * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} BrainTree operates as a generalist education tool, but its lack of performance-tracking metrics leaves it vulnerable to competitors like Quick Brain that provide personalized cognitive analysis. ## Monetization Strategy - **Model:** Free - **Tiers:** Free to download and use - **Analysis:** The app is free to use and relies on ad-supported monetization. ## SWOT Analysis {#swot} **Core Strengths:** - Creativity modules offer non-linear training differentiation **Critical Frictions:** - Ad-only revenue model limits content-update velocity **Growth Levers:** - Wearable integration for cognitive tracking **Market Threats:** - Competitor content libraries exceed 50+ exercises ## Recent Changes (v2 → v3) {#recent-changes} The app's competitive landscape was re-indexed to focus on direct cognitive-training rivals, and the SWOT analysis was updated to reflect specific content-velocity risks. **Overall trend**: Stable **Compared at**: 2026-05-15 ### High-impact changes - **[Shifted] Competitive Landscape Re-mapping** (positioning) — The competitor list was entirely replaced, moving from generalist platforms like Brainly and Brilliant to direct cognitive-training rivals like Peak, Quick Brain, and Reaction training. - **[Shifted] SWOT Analysis Update** (swot) — Weaknesses were updated to specifically cite the ad-only revenue model as a constraint on content-update velocity, replacing the previous focus on cross-platform sync. ### Medium-impact changes - **[Shifted] Market Position Narrative** (positioning) — The narrative shifted from a generalist education tool to a specific comparison against Quick Brain, highlighting the lack of personalized cognitive analysis. ## What's New - **Latest (v1.0.28, 4 days ago):** Minor bug fixes. ## App Momentum (Maintenance) {#momentum} - Ships minor updates for stability. - Maintains static four-category content structure. > **Cadence:** 2 total versions · 0 majors in last 6 months · 4 days since last update · 0 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} BrainTree - 脳トレ is an established education app that is completely free. > **Bottom Line:** BrainTree offers a unique creativity-focused training set, but its lack of personalized progression and recurring revenue creates a content-parity gap, so the team must prioritize performance-tracking features to retain users against data-driven rivals. **Best for:** Casual users looking for daily brain training exercises to improve memory, focus, and logic. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] [HIGH IMPACT] Ship performance-tracking dashboard because competitors like Quick Brain use metrics to drive retention → increase daily active usage. — *Competitor analysis shows Quick Brain uses performance metrics as a primary differentiator.* _(trade-off: deprioritize Deprioritize new mini-game development to focus on data visualization.)_ ### Feature Gaps vs Competitors - Personalized workout algorithms (available in Peak) - Virtual tutor system (available in Quick Brain) - Two-player head-to-head mode (available in Reaction training) ### Outlook: Stable The brain-training market is consolidating around apps that offer personalized, data-backed cognitive improvement. BrainTree remains in a stable but exposed position, as its static content structure will likely struggle to retain users who migrate to rivals with deeper, personalized training libraries. - ⚪ The app maintains a consistent update cadence focused on stability, which prevents churn but fails to capture new market share. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 4 analyzed | | Trend | Stable | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **BrainTree - 脳トレ** (this app) | N/A/5 | N/A | SHUHEI YAMADA | | [Peak - Brain Training](https://marlvel.ai/intel-report/education/peak-brain-training) | 4.7/5 | Mixed | Synaptic Labs | | [Quizuon: USA](https://marlvel.ai/intel-report/education/quizuon-usa) | N/A/5 | N/A | Rechor LLC | | [Word On Beat Challenge](https://marlvel.ai/intel-report/games/word-on-beat-challenge) | 5.0/5 | N/A | Vedprakash Wagh | | [Reaction training.](https://marlvel.ai/intel-report/productivity/reaction-training) | 4.8/5 | Excited | Olena Gotsulyak | | [Quick Brain](https://marlvel.ai/intel-report/education/quick-brain) | 4.7/5 | Excited | Online Learning | ## Company Profile - **Developer:** SHUHEI YAMADA - **Website:** [https://f1257396-2fa0-4ba8-a982-06327593078d.app-ads-host.com](https://f1257396-2fa0-4ba8-a982-06327593078d.app-ads-host.com) - **Social:** [X/Twitter](https://twitter.com/cjbeauchamp) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/braintree-%E8%84%B3%E3%83%88%E3%83%AC/id6747117620?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.BrainSwitch.BrainTree&hl=en&gl=us) - **Dev Site:** [Official Website](https://f1257396-2fa0-4ba8-a982-06327593078d.app-ads-host.com) - **Sources:** Developer website content, About us / company information, App store metadata. ## Related Intel Reports - [*Peak - Brain Training*](https://marlvel.ai/intel-report/education/peak-brain-training) (Synaptic Labs) — 4.7/5 Rating | Mixed Sentiment - [*Quizuon: USA*](https://marlvel.ai/intel-report/education/quizuon-usa) (Rechor LLC) — N/A Rating | N/A Sentiment - [*Word On Beat Challenge*](https://marlvel.ai/intel-report/games/word-on-beat-challenge) (Vedprakash Wagh) — 5.0/5 Rating | N/A Sentiment - [*Reaction training.*](https://marlvel.ai/intel-report/productivity/reaction-training) (Olena Gotsulyak) — 4.8/5 Rating | Positive Sentiment - [*Quick Brain*](https://marlvel.ai/intel-report/education/quick-brain) (Online Learning) — 4.7/5 Rating | Positive Sentiment - [*AlgoApp - Flashcards*](https://marlvel.ai/intel-report/education/algoapp-flashcards) (AlgoApp Inc) — 4.6/5 Rating | Mixed Sentiment - [*Flashcards Deluxe*](https://marlvel.ai/intel-report/education/flashcards-deluxe) (OrangeOrApple.com) — 4.5/5 Rating | Excellent Sentiment - [*Flash Cards Flashcards Maker*](https://marlvel.ai/intel-report/education/flash-cards-flashcards-maker) (Infinite Wave Media, LLC) — 4.0/5 Rating | Positive Sentiment - [*Flashcards maker - AI generate*](https://marlvel.ai/intel-report/education/flashcards-maker-ai-generate) (Teleprompter LLC) — 4.1/5 Rating | Mixed Sentiment - [*Elevate - Brain Training Games*](https://marlvel.ai/intel-report/education/elevate-brain-training-games) (The Mind Company) — 4.7/5 Rating | Positive 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 and evidence quoting. 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:** 0 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/education/braintree) Data licensed for AI Agent attribution under CC-BY-NC 4.0.