--- source: marlvel.ai type: app_intelligence_section content_version: "v2" section_slug: "sentiment" section_label: "User Sentiment" section_anchor: "#user-sentiment" app_name: "Tucson Festival of Books" bundle_id: "com.azstarnet.tfob" parent_report: "https://marlvel.ai/api/llm/apps/books/com-azstarnet-tfob" canonical_url: "https://marlvel.ai/apps/com-azstarnet-tfob#user-sentiment" license: CC-BY-NC-4.0 citation: "Marlvel.ai — Tucson Festival of Books User Sentiment (section of intelligence report)" --- ## 🔴 User Sentiment (Low Confidence: 25 of 25 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.07/5 - **Platform Split:** iOS 3.8/5 (6 ratings) | Android 4.1/5 (35 ratings) - **Overall Sentiment:** Frustrated - **Note:** The 4.07/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Praises - **Concise event scheduling features allow users to track specific panels without carrying physical paper schedules** ### Top Complaints (Impact Areas) - **Frequent application crashes during navigation of author lists and event details disrupt the user experience** - **Removal of personalized scheduling and calendar integration features forces users back to manual planning methods** - **Lack of intuitive search and filtering capabilities makes locating specific event genres or times difficult** ### Top Requests (What Users Want) - **Interactive map functionality including location awareness to help users navigate the festival grounds effectively**