--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "RobotVision - Object Detection" developer_entity: "Tran Cong Minh" bundle_id: "com.homielab.robotvision" app_store_id: "6781029567" category: "Utilities" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-06-30" report_date: "2026-09-26" last_verified: "2026-09-26T00:00:00.000Z" report_version: "1.1" total_reviews: 0 confidence: "low" confidence_score: 0.05 data_age_days: 49 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["utilities", "free", "mobile app", "app review", "app analysis", "users", "requiring", "lightweight,"] canonical_url: "https://marlvel.ai/apps/robotvision-object-detection" license: "CC-BY-NC 4.0" content_version: "v2" --- # RobotVision - Object Detection Intelligence Report ## TL;DR {#tldr} - **Category**: Utilities · Free > **TL;DR:** RobotVision - Object Detection is a utilities app by Tran Cong Minh, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** RobotVision - Object Detection is a utilities app by Tran Cong Minh. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Utilities | | **Developer** | Tran Cong Minh | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 49d | ## Metadata & Market Performance - **Publisher:** Tran Cong Minh - **Category:** Utilities - **Target Audience:** Users requiring lightweight, on-device object recognition for daily utility tasks. - **Platforms:** iOS - **Version Reviewed:** 1.1 - **Report Date:** 2026-09-26 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **App Store ID (iOS):** 6781029567 - **Bundle ID:** com.homielab.robotvision - **Data Window:** Analysis based on signals collected up to 2026-09-26 ## Executive Snapshot **What it is:** RobotVision is a lightweight object detection utility for iOS that uses the YOLO26x model to identify objects in real-time camera feeds. **Why users hire it:** The app removes the friction of complex vision-model setup, serving users who need immediate, on-device recognition for daily tasks. ## App DNA (Features & Intent) - **[Standard] Real-time object detection:** Identifies and tracks objects using the device camera feed, expanding ad-inventory potential per active user. * *User Intent:* Users want visibility into their own performance and progress. - **[Differentiator] YOLO26x model support:** Integrates specific vision model for recognition tasks, acting as a brand moat to establish category authority. - **[Standard] Distraction-free interface:** Minimalist UI layout focused on camera output, supporting retention by lowering friction in the primary task loop. ## Market Position {#market-position} RobotVision occupies a niche space in the Utilities category as a free, model-specific detection tool. The lack of recent updates (88 days) relative to the broader AI-utility market signals a passive positioning strategy. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** RobotVision is currently distributed as a free utility with no visible IAP or subscription gates. ## SWOT Analysis {#swot} **Core Strengths:** - YOLO26x model integration establishes technical category authority **Growth Levers:** - Premium tier for advanced model exports could monetize power users ## What's New - **Latest (v1.1, 2 months ago):** Integrated YOLO26x model support alongside performance and UI/UX refinements. ## App Momentum (Maintenance) {#momentum} - Integrated YOLO26x model support - Maintenance phase, 88 days since update > **Cadence:** 1 total versions · 1 majors in last 6 months · 87 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} RobotVision - Object Detection is an utilities app that is completely free. > **Bottom Line:** RobotVision relies on the YOLO26x model to differentiate, but the 88-day maintenance gap risks obsolescence against faster rivals. Introducing a monetization gate would unlock revenue potential from the existing utility-focused user base. **Best for:** Users requiring lightweight, on-device object recognition for daily utility tasks. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship a premium model-export tier because the current free-only model misses monetization potential → increase ARPU ### Outlook: Stable The computer vision utility market is consolidating around apps with frequent model updates and cloud-sync features. RobotVision's current maintenance-mode posture leaves it exposed to rivals that offer more frequent feature iterations, necessitating a pivot to monetization or a feature-set expansion to remain relevant. - ⚪ The 88-day update gap indicates a maintenance-only posture, which limits the app's ability to capture new utility-focused users. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **RobotVision - Object Detection** (this app) | N/A/5 | N/A | Tran Cong Minh | | [Sota Connect: Secure Network](https://marlvel.ai/apps/fi-catconnect-sota) | 4.8/5 | N/A | Cat Connect | | [V2Box - V2ray Client](https://marlvel.ai/apps/v2box-v2ray-client) | 4.6/5 | n/a | techlaim | | [App For Siri Commands Tips](https://marlvel.ai/apps/app-for-siri-commands-tips) | N/A/5 | N/A | Anh La Phan Son | | [avoVPN Desktop](https://marlvel.ai/apps/avovpn-desktop) | N/A/5 | N/A | Avocado VPN Technologies | | [Bin Days - Bin Reminder](https://marlvel.ai/apps/bin-days-bin-reminder) | N/A/5 | N/A | Vicki Partridge | ## Company Profile - **Developer:** Tran Cong Minh ## Data Sources & Links - **App Store ID:** 6781029567 - **Sources:** App store metadata. ## Related Intel Reports - [*Sota Connect: Secure Network*](https://marlvel.ai/apps/fi-catconnect-sota) (Cat Connect) · 4.8/5 Rating - [*V2Box - V2ray Client*](https://marlvel.ai/apps/v2box-v2ray-client) (techlaim) · 4.6/5 Rating - [*App For Siri Commands Tips*](https://marlvel.ai/apps/app-for-siri-commands-tips) (Anh La Phan Son) · N/A Rating - [*avoVPN Desktop*](https://marlvel.ai/apps/avovpn-desktop) (Avocado VPN Technologies) · N/A Rating - [*Bin Days - Bin Reminder*](https://marlvel.ai/apps/bin-days-bin-reminder) (Vicki Partridge) · N/A Rating - [*Fusvob VPN : Super VPN 2026*](https://marlvel.ai/apps/com-toplinkc-foxexcellent) (Fuxin Technology) · 4.5/5 Rating - [*Gear Ratio Calculator & RPM*](https://marlvel.ai/apps/cog-gear-ratio-calculator) (Linh Phan Nhat Khanh) · N/A Rating - [*NordVPN: VPN Fast & Secure*](https://marlvel.ai/apps/com-nordvpn-nordvpn) (Nordvpn S.A.) · 4.7/5 Rating - [*Pick and Pull: Junkyard Finder*](https://marlvel.ai/apps/pick-and-pull-junkyard-finder) (Vladimir Kostadinov Stoyanov) · 3.7/5 Rating - [*Pulley Calculator Easy*](https://marlvel.ai/apps/pulley-calculator-easy) (YAVUZ BULAMADIK) · N/A Rating ## Frequently Asked Questions {#faq} ### Is RobotVision free to use? Yes, RobotVision is currently distributed as a free utility with no visible in-app purchases or subscription gates. ### Does RobotVision work offline? RobotVision is designed for on-device object detection, which typically allows for offline functionality, though the app's documentation does not explicitly confirm full offline support. ### What makes RobotVision different from other object detection apps? RobotVision differentiates itself by integrating the YOLO26x model, which provides a specific technical capability for recognition tasks compared to generic detection tools. ## 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:** 49 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/robotvision-object-detection) Data licensed for AI Agent attribution under CC-BY-NC 4.0.