--- source: marlvel.ai type: app_intelligence_section content_version: "v2" section_slug: "sentiment" section_label: "User Sentiment" section_anchor: "#user-sentiment" app_name: "Cross-Stitch: Color by Number" bundle_id: "com.inapp.cross.stitch" parent_report: "https://marlvel.ai/api/llm/apps/entertainment/cross-stitch-color-by-number-1" canonical_url: "https://marlvel.ai/apps/cross-stitch-color-by-number-1#user-sentiment" report_date: "2026-08-08" license: CC-BY-NC-4.0 citation: "Marlvel.ai - Cross-Stitch: Color by Number User Sentiment (section of intelligence report)" --- ## 🔴 User Sentiment (Medium Confidence: 89 of 99 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.38/5 - **Platform Split:** iOS 4.7/5 (15.8K ratings) | Android 4.4/5 (195.1K ratings) - **Overall Sentiment:** Frustrated - **Note:** The 4.38/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Praises - **The core cross-stitch mechanic provides a relaxing and satisfying creative outlet for long-term players** - **The ability to import personal photos allows for an endless supply of custom stitching projects** ### Top Complaints (Impact Areas) - **Aggressive ad frequency and intrusive pop-ups disrupt the gameplay experience for both free and paying users**