--- source: marlvel.ai type: app_intelligence_section content_version: "v2" section_slug: "sentiment" section_label: "User Sentiment" section_anchor: "#user-sentiment" app_name: "In-Shape Fitness" bundle_id: "com.inshape.ishcmobile" parent_report: "https://marlvel.ai/api/llm/apps/health-fitness/in-shape-fitness" canonical_url: "https://marlvel.ai/apps/in-shape-fitness#user-sentiment" report_date: "2026-10-25" license: CC-BY-NC-4.0 citation: "Marlvel.ai - In-Shape Fitness User Sentiment (section of intelligence report)" --- ## 🔴 User Sentiment (Medium Confidence: 100 of 100 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.73/5 - **Platform Split:** iOS 4.7/5 (39.8K ratings) | Android 4.6/5 (4.9K ratings) - **Overall Sentiment:** Frustrated - **Note:** The 4.73/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Praises - **Helpful staff members provide personalized support during gym sign-ups and membership troubleshooting sessions** - **Clean and spacious facilities with a wide variety of equipment keep members satisfied with their workouts** ### Top Complaints (Impact Areas) - **Frequent app crashes and launch failures on Android devices prevent members from accessing their digital membership cards**