--- source: marlvel.ai type: app_intelligence_section content_version: "v2" section_slug: "sentiment" section_label: "User Sentiment" section_anchor: "#user-sentiment" app_name: "Drive and Shop with Shipt" bundle_id: "com.shipt.shopper" parent_report: "https://marlvel.ai/api/llm/apps/business/drive-and-shop-with-shipt" canonical_url: "https://marlvel.ai/apps/drive-and-shop-with-shipt#user-sentiment" report_date: "2026-10-13" license: CC-BY-NC-4.0 citation: "Marlvel.ai - Drive and Shop with Shipt User Sentiment (section of intelligence report)" --- ## 🔴 User Sentiment (High Confidence: 91 of 100 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.64/5 - **Platform Split:** iOS 4.7/5 (230.6K ratings) | Android 4.2/5 (41.4K ratings) - **Overall Sentiment:** Frustrated - **Note:** The 4.64/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Praises - **Flexible scheduling allows shoppers to choose their own hours and maintain a side income stream** - **Straightforward app interface makes the shopping and delivery process easy to navigate for new users** ### Top Complaints (Impact Areas) - **Unfair rating system punishes shoppers for circumstances beyond their control like traffic or store stock issues**