--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Shelfd - Media Tracker" developer_entity: "KUMAR SINGH" bundle_id: "com.myshelfd.app" app_store_id: "6770533232" category: "Social Networking" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-10-28" report_date: "2026-11-10" last_verified: "2026-11-10T00:00:00.000Z" report_version: "1.6" total_reviews: 44 overall_rating: 5 sentiment: "Thrilled" sentiment_score: 90 confidence: "medium" confidence_score: 0.6 top_praise_theme: "Integrated steam charts allow users to discover new games directly within the tracking interface" review_sample_size: 8 total_review_count: 8 analyzed_review_count: 8 data_age_days: 4 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["social networking", "freemium", "thrilled sentiment", "mobile app", "app review", "app analysis", "media", "enthusiasts", "track"] canonical_url: "https://marlvel.ai/apps/shelfd-media-tracker" license: "CC-BY-NC 4.0" content_version: "v2" --- # Shelfd - Media Tracker Intelligence Report ## TL;DR {#tldr} - **Category**: Social Networking · Freemium - **Signal**: Rating 5 · Sentiment Thrilled - **Recent focus**: Integrated steam charts allow users to discover new games directly within the tracking interface (top praise) > **TL;DR:** Shelfd - Media Tracker is a social networking app by KUMAR SINGH, rated 5/5 by 44 users, with Thrilled user sentiment (90/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Shelfd - Media Tracker maintains Thrilled user sentiment (5/5 from 44 reviews), with users consistently praising integrated steam charts allow users to discover new games directly within the tracking interface. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 5/5 (44 reviews) | | **User Mood** | Thrilled | | **Category** | Social Networking | | **Developer** | KUMAR SINGH | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.6/1.0) | | **Data Age** | 4d | ## Metadata & Market Performance - **Publisher:** KUMAR SINGH - **Category:** Social Networking - **Target Audience:** Media enthusiasts who track multiple forms of entertainment and want a consolidated social platform to manage their libraries and share activity with friends. - **Platforms:** iOS & Android - **Version Reviewed:** 1.6 - **Report Date:** 2026-11-10 - **Signal Count:** 8 reviews analyzed - **Confidence:** Medium (0.6/1.0) - **App Store ID (iOS):** 6770533232 - **Bundle ID:** com.myshelfd.app - **Google Play ID:** com.myshelfd.app - **Data Window:** Analysis based on signals collected up to 2026-11-10 ## Executive Snapshot **What it is:** Shelfd is a social media tracking app for movies, TV, anime, games, and music on iOS and Android. **Why users hire it:** Users want to consolidate fragmented media logs into one place, removing the cognitive cost of managing separate accounts for different entertainment categories. ## App DNA (Features & Intent) - **[Differentiator] Unified Media Tracking:** Aggregates tracking for eight media categories into one interface. * *User Intent:* Users want visibility into their own performance and progress. - **[Differentiator] List Importation:** Automated history migration from Letterboxd, IMDb, and Steam. - **[Differentiator] Gaming Clip Management:** Uploads and merges gaming clips with social feed sharing. * *User Intent:* Users seek social connection and competitive engagement with peers. ## Market Position {#market-position} Shelfd occupies a niche in the social networking category by aggregating cross-media data. With 44 ratings on iOS and a recent release cadence, the app is currently in a maintenance phase, focusing on performance and deep-linking improvements. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with unlimited core tracking, Shelfd Pro at $3.99/month - **Analysis:** The $3.99/month Pro tier gates advanced storage and granular library stats, targeting power users who require more than basic tracking. ## 🟢 User Sentiment (Medium Confidence: 8 of 8 reviews analyzed) {#user-sentiment} - **Overall Rating:** 5/5 - **Platform Split:** iOS 5.0/5 (44 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **Integrated steam charts allow users to discover new games directly within the tracking interface** - **Social feed functionality provides a fun way to connect with friends over shared entertainment interests** - **Cross-media tracking capabilities allow users to manage shows, movies, music, and games in one place** ## SWOT Analysis {#swot} **Core Strengths:** - Automated history migration lowers switching barriers - Unified tracking increases daily engagement **Growth Levers:** - Expanding into manga and comics ## What's New - **Latest (v20.374, 1 weeks ago):** Implemented deep linking for friend-shared URLs and optimized app performance and size. ## App Momentum (Maintenance) {#momentum} - Shipped deep-linking for friend-shared media. - Maintains ~6-week update cadence. - Integrated Steam and Xbox data. > **Cadence:** 2 total versions · 1 majors in last 6 months · 12 days since last update · 27 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Shelfd - Media Tracker is a market-leading social networking app that is free with in-app purchases. With a 5/5 rating from 44 reviews, it delivers strong user satisfaction. > **Bottom Line:** Shelfd's unified tracking mechanism successfully lowers switching costs for power users, but the current maintenance-mode cadence leaves it vulnerable to category-specific rivals. Prioritizing Android feature parity would unlock a larger user base and defend the platform against fragmentation. **Best for:** Media enthusiasts who track multiple forms of entertainment and want a consolidated social platform to manage their libraries and share activity with friends. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship Android feature parity because the current rating gap on Android limits growth → increase cross-platform retention ### Outlook: Stable The media tracking market is consolidating around platforms that offer deep integration with external services like Steam and Letterboxd. Shelfd is well-positioned to capture this segment if it maintains its cross-media utility, but the current slow release cadence risks ceding ground to more aggressive competitors. - 🟢 The latest release added deep-linking for friend-shared media, which improves social coordination and reduces user friction in the feed. - ⚪ The current six-week release cadence indicates a maintenance-focused posture, which may slow the app's ability to respond to competitor feature drops. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 5/5 | | Total Reviews | 44 | | Sentiment | Thrilled (90/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Shelfd - Media Tracker** (this app) | 5/5 | Thrilled | KUMAR SINGH | | [Life360: Family Safety & GPS](https://marlvel.ai/apps/life360-stay-connected-safe) | 4.8/5 | n/a | Life360 | | [Adoraboo - Raise Boos Together](https://marlvel.ai/apps/adoraboo-raise-boos-together) | 4.9/5 | Excited | Widgetable,Inc. | | [Blizu: Meet People Nearby](https://marlvel.ai/apps/blizu-meet-people-nearby) | N/A/5 | N/A | Achelia Selim | | [Bump - real life is happening](https://marlvel.ai/apps/bump-hang-with-friends-irl) | 4.8/5 | n/a | amo | | [Findo - Phone Location Tracker](https://marlvel.ai/apps/findo-find-my-friends-phone) | 4.4/5 | n/a | BPMobile | ## Company Profile - **Developer:** KUMAR SINGH - **Website:** [https://myshelfd.com/](https://myshelfd.com/) - **Social:** [Instagram](https://www.instagram.com/shelfd_app) · [X/Twitter](https://twitter.com/shelfd_app) ## Data Sources & Links - **App Store ID:** 6770533232 - **Google Play ID:** com.myshelfd.app - **Dev Site:** [Official Website](https://myshelfd.com/) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*Life360: Family Safety & GPS*](https://marlvel.ai/apps/life360-stay-connected-safe) (Life360) · 4.8/5 Rating - [*Adoraboo - Raise Boos Together*](https://marlvel.ai/apps/adoraboo-raise-boos-together) (Widgetable,Inc.) · 4.9/5 Rating | Positive Sentiment - [*Blizu: Meet People Nearby*](https://marlvel.ai/apps/blizu-meet-people-nearby) (Achelia Selim) · N/A Rating - [*Bump - real life is happening*](https://marlvel.ai/apps/bump-hang-with-friends-irl) (amo) · 4.8/5 Rating - [*Findo - Phone Location Tracker*](https://marlvel.ai/apps/findo-find-my-friends-phone) (BPMobile) · 4.4/5 Rating - [*HBCU Social +*](https://marlvel.ai/apps/hbcu-social) (Kimberly Kisner) · N/A Rating - [*iSharing: GPS Location Tracker*](https://marlvel.ai/apps/isharing-gps-location-tracker) (ISHARINGSOFT, INC.) · 4.7/5 Rating - [*Ownmates*](https://marlvel.ai/apps/ownmates) (Ownmates Ltd) · 4.3/5 Rating - [*Peer*](https://marlvel.ai/apps/peer) (Peer, Inc.) · 2.6/5 Rating - [*Reco Social*](https://marlvel.ai/apps/com-recoapp) (Reco Social, Inc.) · 4.6/5 Rating ## Frequently Asked Questions {#faq} ### Is Shelfd free to use? Yes, Shelfd is free to use, with a Pro subscription available for $3.99/month that unlocks advanced storage and detailed library analytics. ### How does Shelfd compare to Letterboxd? While Letterboxd focuses exclusively on movies, Shelfd aggregates movies, TV, anime, games, and music in one place, allowing users to import their existing Letterboxd history. ### Does Shelfd support offline tracking? Shelfd is primarily a social and cloud-synced app, and while it tracks media, users should expect to be online to sync their library and social feed updates. ### What are the alternatives to Shelfd? Users looking for alternatives should consider specialized trackers like Letterboxd for movies, MyAnimeList for anime, or Backloggd for gaming, though these lack Shelfd's unified cross-media approach. ## 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:** 8 - **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:** 4 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/shelfd-media-tracker) Data licensed for AI Agent attribution under CC-BY-NC 4.0.