--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "TV Time: Track Shows & Movies" developer_entity: "Whip networks" bundle_id: "com.tozelabs.tvshowtime" app_store_id: "431065232" category: "Entertainment" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2025-09-08" report_date: "2026-05-07" report_version: "10.10.0" total_reviews: 606907 overall_rating: 4.4 sentiment: "Frustrated" sentiment_score: 25 confidence: "high" confidence_score: 0.85 top_praise_theme: "Core tracking functionality for watch lists and episode management remains highly valued by long-term users" top_complaint_theme: "Persistent loading errors and server instability prevent users from accessing their watch lists and data" top_request_theme: "Implementation of a series-level rating system to improve recommendation accuracy based on user preferences" review_sample_size: 99 total_review_count: 99 analyzed_review_count: 99 data_age_days: 6 momentum_velocity: "maintenance" intelligence_version: 3 nemesis: "Letterboxd" competitor_count: 8 tags: ["entertainment", "free", "frustrated sentiment", "mobile app", "app review", "app analysis", "television", "movie", "enthusiasts"] canonical_url: "https://marlvel.ai/intel-report/entertainment/tv-time-track-shows-movies" license: "CC-BY-NC 4.0" content_version: "v2" last_verified: "2026-05-07T13:26:06.044Z" --- # TV Time: Track Shows & Movies App Audit ## TL;DR {#tldr} - **Category**: Entertainment · Free - **Signal**: Rating 4.4 · Sentiment Frustrated - **Recent focus**: Persistent loading errors and server instability prevent users from accessing their watch lists and data (top complaint) · Core tracking functionality for watch lists and episode management remains highly valued by long-term users (top praise) · Implementation of a series-level rating system to improve recommendation accuracy based on user preferences (top request) > **TL;DR:** TV Time: Track Shows & Movies is a entertainment app by Whip networks, rated 4.4/5 by 606.9K users, with Frustrated user sentiment (25/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** TV Time: Track Shows & Movies faces Frustrated user sentiment (4.4/5 from 606.9K reviews), with persistent loading errors and server instability prevent users from accessing their watch lists and data as the primary user concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.4/5 (606.9K reviews) | | **User Mood** | Frustrated | | **Category** | Entertainment | | **Developer** | Whip networks | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | High (0.85/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** Whip networks - **Category:** Entertainment - **Target Audience:** Television and movie enthusiasts who require a centralized tool to manage fragmented viewing habits across multiple streaming services. - **Platforms:** iOS & Android - **Version Audited:** 10.10.0 - **Audit Date:** 2026-05-07 - **Signal Count:** 99 reviews analyzed - **Confidence:** High (0.85/1.0) - **App Store ID (iOS):** 431065232 - **Bundle ID:** com.tozelabs.tvshowtime - **Google Play ID:** com.tozelabs.tvshowtime - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-05-07 - **Short Description:** Keep track of what you watch! ## Executive Snapshot **What it is:** TV Time is a media-tracking application for iOS and Android that allows users to log shows, movies, and receive streaming availability alerts. **Why users hire it:** Users hire TV Time to consolidate fragmented viewing habits across multiple streaming services into a single, organized watch list. ## App DNA (Features & Intent) - **[Standard] Show and Movie Tracking:** Centralized database to log watched episodes and movies across all platforms * *User Intent:* Users want visibility into their own performance and progress. - **[Differentiator] Community Reactions and Memes:** Social layer allowing users to rate episodes, vote on characters, and generate memes * *User Intent:* Users seek social connection and competitive engagement with peers. - **[Standard] Personalized Recommendations:** Content discovery engine based on individual viewing habits and global trending data * *User Intent:* Users value self-expression and personalized experiences. - **[Differentiator] Where to Watch Alerts:** Notifications for new episode availability and streaming platform location * *User Intent:* Users want timely prompts to stay engaged without missing updates. - **[Standard] Home Screen Widgets:** Display of upcoming shows and watch lists directly on mobile home or lock screens ## Market Position {#market-position} TV Time maintains a high-volume user base with over 600,000 total ratings, but the recent sentiment decline signals that the core utility is being undermined by technical instability. The lack of functional updates relative to the high review volume suggests a widening gap between user expectations and current maintenance levels. ## Monetization Strategy - **Model:** Free - **Tiers:** Free version with full access to tracking and community features - **Analysis:** The app operates as a free, ad-supported utility that functions as a data-collection surface for the parent company's B2B insights business. ## 🔴 User Sentiment (High Confidence: 99 of 99 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.4/5 - **Platform Split:** iOS 4.7/5 (57.9K ratings) | Android 4.4/5 (549K ratings) - **Overall Sentiment:** Frustrated - **Note:** The 4.4/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Praises - **Core tracking functionality for watch lists and episode management remains highly valued by long-term users** - **Visual interface design provides a clean and enjoyable experience for tracking television and movie content** - **Community features including episode comments and insights foster a sense of connection among viewers** ### Top Complaints (Impact Areas) - **Persistent loading errors and server instability prevent users from accessing their watch lists and data** - **Lack of recent updates and maintenance leads to a perception that the application is abandoned** - **Broken support channels and account recovery processes leave users unable to resolve login or technical issues** ### Top Requests (What Users Want) - **Implementation of a series-level rating system to improve recommendation accuracy based on user preferences** - **User-submitted content tools for missing titles and media assets to improve library coverage** - **Visual indicators for watched status within search results to streamline the browsing experience** ## SWOT Analysis {#swot} **Core Strengths:** - Centralized 'where to watch' data provides a functional utility that bridges streaming fragmentation - Social reaction layer increases daily time-in-app via community engagement **Critical Frictions:** - Persistent server instability prevents data access - Broken support channels prevent account recovery - Lack of maintenance updates creates an abandoned-app perception **Growth Levers:** - Integrate automated scrobbling APIs to match Trakt's utility - Expand B2B data-licensing models using existing user-viewing habits **Market Threats:** - Letterboxd's social network effects siphon power users - Short-form drama hubs capture mobile screen-time share - Trakt's API-first approach attracts technical users ## Recent Changes (v2 → v3) {#recent-changes} The app has shifted from a functional tracking tool to a declining asset due to severe technical instability and a lack of development updates. **Overall trend**: Declining **Compared at**: 2026-05-07 ### High-impact changes - **[Declined] Sentiment Flip** (sentiment) — Overall sentiment shifted from neutral to negative, with users reporting persistent server instability and broken support channels. - **[Declined] Development Velocity** (positioning) — Development pace is now confirmed as maintenance-only, with no new features shipped in the last 241 days. ### Medium-impact changes - **[Improved] Feature Repositioning** (features) — Community Reactions and Where to Watch Alerts were upgraded from standard to differentiator status. - **[Added] Home Screen Widgets** (features) — Added support for mobile home and lock screen widgets to display upcoming shows. - **[Added] New Weaknesses** (swot) — Added specific weaknesses regarding broken support channels and the perception of an abandoned application. ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### TV Time: Track Shows & Movies vs Letterboxd — Head to Head - **[Letterboxd](https://marlvel.ai/intel-report/social-networking/letterboxd)** by Letterboxd: Letterboxd dominates the social-tracking niche with a highly engaged community, directly competing for the same 'watch-list' and 'logging' user intent. - **Moat strength:** High — sustainable advantage over 12 months - **Key differences:** - Deep social integration allows users to follow friends' activity feeds and engage via comments and likes. - Curated lists and community-driven reviews provide a discovery layer that goes beyond simple tracking functionality. - Strong brand identity as the 'social network for film' creates a high barrier to entry for competitors. - **Where TV Time: Track Shows & Movies wins:** - ✅ Broad support for both TV shows and movies provides a more comprehensive utility for general viewers. - ✅ Integrated 'where to watch' data helps users bridge the gap between tracking and actual consumption. - **Where Letterboxd wins:** - ❌ High-density social features create a network effect that keeps users returning to the app daily. - ❌ Professional-grade aesthetic and community culture attract power users who value film criticism and curation. - **Verdict:** The target app must pivot toward community-driven features or deeper social logging to prevent losing power users to Letterboxd's superior engagement loop. ### Contenders (Strong Challengers) - **[IMDb: Movies & TV Shows](https://marlvel.ai/intel-report/entertainment/com-imdb-imdb)** by IMDb [Moat: High]: IMDb serves as the industry-standard database for metadata, acting as a functional alternative for users seeking deep show information. - Unrivaled depth of cast, crew, and production trivia provides a comprehensive encyclopedia experience for users. - High-velocity release cadence ensures the app remains updated with the latest industry news and release schedules. - **[JustWatch - Movies & TV Shows](https://marlvel.ai/intel-report/entertainment/justwatch-movies-tv-shows)** by JustWatch GmbH [Moat: Medium]: JustWatch excels at the 'where to watch' utility, which is a core secondary feature of the target app. - Aggregates streaming availability across global platforms, solving the fragmentation problem for users with multiple subscriptions. - Highly focused on search and discovery, allowing users to find content based on specific streaming service availability. - **[trakt.TV Shows & Movies](https://marlvel.ai/intel-report/entertainment/trakt-tv-shows-movies)** by Trakt, Inc. [Moat: Medium]: Trakt offers a direct, data-heavy alternative for users who prioritize granular tracking and cross-platform synchronization. - Advanced API integrations allow for automated scrobbling from media servers like Plex, Kodi, and Emby. - Provides detailed statistics and history tracking for power users who want to analyze their viewing habits. ### Peers (What They Do Better) - **[Netflix](https://marlvel.ai/intel-report/entertainment/netflix)** by Netflix, Inc.: While a content provider, Netflix competes for the same user 'time-spent' and screen-estate as a tracking app. - Native recommendation algorithms keep users within the ecosystem, reducing the need for external tracking tools. - High-frequency release cycle allows for rapid testing of UI/UX changes to maximize user retention. - **[Crunchyroll](https://marlvel.ai/intel-report/entertainment/crunchyroll)** by Crunchyroll, LLC: Dominates the anime vertical, which is a significant sub-segment of the target app's user base. - Vertical-specific content library creates a dedicated community that is difficult for generalist apps to replicate. - Aggressive release schedule keeps the app optimized for the latest mobile hardware and streaming standards. ### New Kids on the Block (What's Innovative) - **[DramaBox - Stream Drama Shorts](https://marlvel.ai/intel-report/entertainment/dramabox-stream-drama-shorts)** by STORYMATRIX PTE. LTD.: Represents the rapid rise of short-form, serialized drama content that is capturing significant mobile entertainment time. - **[GoodShort - Short Dramas Hub](https://marlvel.ai/intel-report/entertainment/goodshort-short-dramas-hub)** by SINGAPORE NEW READING TECHNOLOGY PTE. LTD.: Emerging competitor in the short-form drama space with high user engagement and frequent updates. ## What's New - **Latest (v10.10.0+2025082201, 8 months ago):** Resolved list sorting issues and general stability improvements. ## App Momentum (Maintenance) {#momentum} - Fixed sorting issue with lists - General bug fixes and performance improvements > **Cadence:** 5 total versions · 1 majors in last 6 months · 241 days since last update · 36 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} TV Time: Track Shows & Movies is a challenged entertainment app that is completely free. With a 4.4/5 rating from 606.9K reviews, it faces significant user friction. > **Bottom Line:** TV Time holds a strong utility lead through its 'where to watch' database, but technical debt is actively eroding its user base, so the PM must prioritize infrastructure stability over new features to prevent a total loss of trust. **Best for:** Television and movie enthusiasts who require a centralized tool to manage fragmented viewing habits across multiple streaming services. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] [HIGH IMPACT] Rebuild server sync logic because persistent loading errors are the #1 complaint → restore core utility — *Sentiment analysis identifies server instability as the primary driver of negative user trust.* _(trade-off: deprioritize Pause new feature development for the community-meme generator — server stability is a prerequisite for engagement.)_ - [ ] [MAINTAIN] [MEDIUM IMPACT] Audit and repair support ticketing links because broken channels prevent account recovery → reduce churn — *Users report being unable to resolve login issues due to non-functional support links.* _(trade-off: deprioritize Deprioritize the series-level rating system request — account access is a higher-severity blocker.)_ ### Feature Gaps vs Competitors - Automated media server scrobbling (available in Trakt but absent here) - Series-level rating system (requested by users, standard in some competitors) ### Outlook: Declining The market for media tracking is consolidating around apps that offer either deep social integration or automated, low-friction data syncing. TV Time is currently exposed because its legacy infrastructure fails to meet the reliability standards required for a daily-use utility, which will accelerate churn toward competitors like Trakt or Letterboxd. - 🔴 Persistent server instability in the latest release prevents data access, which drives long-term users to seek alternatives. - 🔴 Broken support channels prevent account recovery, which compounds the frustration of users already experiencing sync failures. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.4/5 | | Total Reviews | 606.9K | | Sentiment | Frustrated (25/100) | | Confidence | High | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 5 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **TV Time: Track Shows & Movies** (this app) | 4.4/5 | Frustrated | Whip networks | | [IMDb: Movies & TV Shows](https://marlvel.ai/intel-report/entertainment/com-imdb-imdb) | 4.8/5 | Frustrated | IMDb | | [Crunchyroll](https://marlvel.ai/intel-report/entertainment/crunchyroll) | 4.8/5 | Frustrated | Crunchyroll, LLC | | [Netflix](https://marlvel.ai/intel-report/entertainment/netflix) | 4.7/5 | Frustrated | Netflix, Inc. | | [DramaBox - Stream Drama Shorts](https://marlvel.ai/intel-report/entertainment/dramabox-stream-drama-shorts) | 4.8/5 | Mixed | STORYMATRIX PTE. LTD. | | [GoodShort - Short Dramas Hub](https://marlvel.ai/intel-report/entertainment/goodshort-short-dramas-hub) | 4.9/5 | Excited | SINGAPORE NEW READING TECHNOLOGY PTE. LTD. | ## Company Profile - **Developer:** Whip networks - **Website:** [https://www.tvtime.com](https://www.tvtime.com) - **Social:** [Instagram](https://www.instagram.com/tvtimeapp) · [Facebook](https://www.facebook.com/tvtimeapp) · [X/Twitter](https://twitter.com/tvtime) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/tv-time-track-shows-movies/id431065232?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.tozelabs.tvshowtime&hl=en&gl=us) - **Dev Site:** [Official Website](https://www.tvtime.com) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*IMDb: Movies & TV Shows*](https://marlvel.ai/intel-report/entertainment/com-imdb-imdb) (IMDb) — 4.8/5 Rating | Negative Sentiment - [*Crunchyroll*](https://marlvel.ai/intel-report/entertainment/crunchyroll) (Crunchyroll, LLC) — 4.8/5 Rating | Negative Sentiment - [*Netflix*](https://marlvel.ai/intel-report/entertainment/netflix) (Netflix, Inc.) — 4.7/5 Rating | Negative Sentiment - [*DramaBox - Stream Drama Shorts*](https://marlvel.ai/intel-report/entertainment/dramabox-stream-drama-shorts) (STORYMATRIX PTE. LTD.) — 4.8/5 Rating | Mixed Sentiment - [*GoodShort - Short Dramas Hub*](https://marlvel.ai/intel-report/entertainment/goodshort-short-dramas-hub) (SINGAPORE NEW READING TECHNOLOGY PTE. LTD.) — 4.9/5 Rating | Positive Sentiment - [*Letterboxd*](https://marlvel.ai/intel-report/social-networking/letterboxd) (Letterboxd) — 4.8/5 Rating | Mixed Sentiment - [*trakt.TV Shows & Movies*](https://marlvel.ai/intel-report/entertainment/trakt-tv-shows-movies) (Trakt, Inc.) — 4.1/5 Rating | N/A Sentiment - [*JustWatch - Movies & TV Shows*](https://marlvel.ai/intel-report/entertainment/justwatch-movies-tv-shows) (JustWatch GmbH) — 4.7/5 Rating | N/A Sentiment - [*BESTPLAY Play to earn & donate*](https://marlvel.ai/intel-report/entertainment/bestplay-play-to-earn-donate) (Bestplay) — 4.7/5 Rating | Terrible Sentiment - [*Leprecam*](https://marlvel.ai/intel-report/entertainment/leprecam) (Asinine Games Inc) — 4.2/5 Rating | Mixed 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:** 0.85/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 99 - **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:** 0 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/entertainment/tv-time-track-shows-movies) Data licensed for AI Agent attribution under CC-BY-NC 4.0.