--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Form Atlas" developer_entity: "Gen Muraoka" bundle_id: "com.runnervision.formatlas" app_store_id: "6751313062" category: "Sports" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-08-26" report_date: "2026-08-28" last_verified: "2026-08-28T00:00:00.000Z" report_version: "1.0.10" total_reviews: 0 confidence: "low" confidence_score: 0.2 data_age_days: 34 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["sports", "freemium", "mobile app", "app review", "app analysis", "marathon", "runners", "beginners"] canonical_url: "https://marlvel.ai/apps/form-atlas" license: "CC-BY-NC 4.0" content_version: "v2" --- # Form Atlas Intelligence Report ## TL;DR {#tldr} - **Category**: Sports · Freemium > **TL;DR:** Form Atlas is a sports app by Gen Muraoka, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Form Atlas is a sports app by Gen Muraoka. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Sports | | **Developer** | Gen Muraoka | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | Low (0.2/1.0) | | **Data Age** | 34d | ## Metadata & Market Performance - **Publisher:** Gen Muraoka - **Category:** Sports - **Target Audience:** Marathon runners and beginners seeking objective data to improve running form and reduce injury risk. - **Platforms:** iOS - **Version Reviewed:** 1.0.10 - **Report Date:** 2026-08-28 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.2/1.0) - **App Store ID (iOS):** 6751313062 - **Bundle ID:** com.runnervision.formatlas - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-28 ## Executive Snapshot **What it is:** Form Atlas is a video-based running coach for iOS that uses AI to score form and provide personalized training drills. **Why users hire it:** Runners use Form Atlas to move beyond self-taught methods by replacing subjective feeling with objective metrics to identify form issues and prevent injury. ## App DNA (Features & Intent) - **[Differentiator] AI Form Analysis:** Video-based posture estimation evaluates core stability, landing, and arm swing with a 0-100 score. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Personalized Coaching Advice:** AI-generated improvement points and practice drills based on specific form metrics. * *User Intent:* Users value self-expression and personalized experiences. - **[Differentiator] 3D Runner Visualization:** Three-dimensional model rendering to identify form habits from multiple angles. ## Market Position {#market-position} Form Atlas operates in the specialized sports coaching category, relying on technical differentiation through AI-based video analysis rather than social or community features. The current lack of public ratings suggests the app is in an early adoption phase, requiring a shift toward user acquisition to build the necessary social proof for category growth. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with limited analysis count, Premium plan with unlimited analysis and full history access - **Analysis:** The freemium model uses a stamina-based recovery system to gate high-frequency usage and advanced coaching features. ## SWOT Analysis {#swot} **Core Strengths:** - AI-driven posture estimation provides objective scoring on core stability and landing mechanics. - Personalized drill generation creates a direct feedback loop between form issues and actionable training. **Growth Levers:** - Integrating wearable sensor data could provide more accurate landing-angle metrics. - Partnering with local marathon training groups offers a B2B distribution channel. ## Recent Changes (v2 → v3) {#recent-changes} The analysis framework shifted from a focus on monetization gating to a strategy centered on user acquisition and social proof. This pivot addresses the app's isolation in the fitness market by prioritizing onboarding audits and viral growth loops. **Overall trend**: Stable **Compared at**: 2026-08-28 ### High-impact changes - **[Shifted] Strategic Focus** (positioning) ### Medium-impact changes - **[Added] Expanded SWOT Analysis** (swot) ### Low-impact changes - **[Shifted] FAQ Content** (features) ## What's New - **Latest (v1.0.10, 2 days ago):** Implemented automatic and manual purchase restoration to resolve subscription synchronization issues. ## App Momentum (Maintenance) {#momentum} - Shipped subscription restoration in latest release. - Seven-month gap preceded latest update. > **Cadence:** 2 total versions · 0 majors in last 6 months · 2 days since last update · 236 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Form Atlas is a sports app that is free with in-app purchases. > **Bottom Line:** Form Atlas provides a technical coaching mechanism that serves performance-focused runners, but the lack of social proof and recent development gaps limit its current market reach. Stabilizing the subscription funnel is a necessary first step before scaling user acquisition. **Best for:** Marathon runners and beginners seeking objective data to improve running form and reduce injury risk. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Audit onboarding flow because the app lacks public reviews → increase initial user conversion ### Outlook: Stable The running coaching market is shifting toward integrated, multi-device ecosystems that provide continuous feedback. Form Atlas remains exposed due to its reliance on manual video uploads and a slow release cadence, which may fail to retain users who demand real-time data integration. - ⚪ The latest release focuses on subscription stability, suggesting the developer is prioritizing core monetization over new feature expansion. - 🔴 A seven-month gap between updates indicates a slow development cadence, which risks losing ground to more active fitness competitors. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Form Atlas** (this app) | N/A/5 | N/A | Gen Muraoka | | [DraftKings Predictions](https://marlvel.ai/apps/draftkings-predictions) | 4.8/5 | Mixed | DraftKings | | [DraftKings: Sports & Casino](https://marlvel.ai/apps/draftkings-sportsbook-casino) | 4.8/5 | n/a | DraftKings | | [FanDuel Predicts](https://marlvel.ai/apps/fanduel-predicts) | 4.8/5 | n/a | FanDuel, Inc. | | [Fish AI - AI Fishing App](https://marlvel.ai/apps/com-fishai-app) | 4.7/5 | n/a | GymBros Inc. | | [NBA: Live Games & Scores](https://marlvel.ai/apps/nba-live-games-scores) | 4.6/5 | Mixed | NBA MEDIA VENTURES, LLC | ## Company Profile - **Developer:** Gen Muraoka - **Website:** [https://runner-vision.com/](https://runner-vision.com/) - **Social:** [LinkedIn](https://www.linkedin.com/in/genmuraoka) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/form-atlas/id6751313062?uo=4) - **Dev Site:** [Official Website](https://runner-vision.com/) - **Sources:** Developer website content, App store metadata. ## Related Intel Reports - [*DraftKings Predictions*](https://marlvel.ai/apps/draftkings-predictions) (DraftKings) · 4.8/5 Rating - [*DraftKings: Sports & Casino*](https://marlvel.ai/apps/draftkings-sportsbook-casino) (DraftKings) · 4.8/5 Rating - [*FanDuel Predicts*](https://marlvel.ai/apps/fanduel-predicts) (FanDuel, Inc.) · 4.8/5 Rating - [*Fish AI - AI Fishing App*](https://marlvel.ai/apps/com-fishai-app) (GymBros Inc.) · 4.7/5 Rating - [*NBA: Live Games & Scores*](https://marlvel.ai/apps/nba-live-games-scores) (NBA MEDIA VENTURES, LLC) · 4.6/5 Rating - [*PrizePicks - Sports Picks*](https://marlvel.ai/apps/prizepicks-sports-picks) (SidePrize, LLC) · 4.5/5 Rating - [*Sporttrade: Prediction Markets*](https://marlvel.ai/apps/sporttrade-prediction-markets) (SPORTTRADE INC) · 4.7/5 Rating | Positive Sentiment - [*플레이공*](https://marlvel.ai/apps/com-tychesoft-playball) (Tychesoft) · N/A Rating - [*더블이글 - 요즘 골프예약*](https://marlvel.ai/apps/com-albatrss-de) (Double Eagle Inc.) · 4.0/5 Rating - [*테니스타운*](https://marlvel.ai/apps/com-momzit-tennistown) (link.tennistown) · 3.5/5 Rating ## Frequently Asked Questions {#faq} ### Is Form Atlas suitable for beginners? Yes, Form Atlas is designed for beginners who want to learn correct running form and avoid injury through objective, data-driven feedback. ### Does Form Atlas require a subscription? Basic features are free, but unlimited analysis and full history access require a Premium Plan subscription. ### How does Form Atlas improve my running? The app uses AI to analyze your running video, providing a score and specific drills to correct issues like overstriding or poor core stability. ## 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:** 0.2/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** developer website, 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:** 34 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/form-atlas) Data licensed for AI Agent attribution under CC-BY-NC 4.0.