--- source: marlvel.ai type: app_intelligence_section content_version: "v2" section_slug: "sentiment" section_label: "User Sentiment" section_anchor: "#user-sentiment" app_name: "TV Time: Track Shows & Movies" bundle_id: "com.tozelabs.tvshowtime" parent_report: "https://marlvel.ai/api/llm/apps/entertainment/tv-time-track-shows-movies" canonical_url: "https://marlvel.ai/apps/tv-time-track-shows-movies#user-sentiment" license: CC-BY-NC-4.0 citation: "Marlvel.ai — TV Time: Track Shows & Movies User Sentiment (section of intelligence report)" --- ## 🔴 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**