---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Screw Puzzle, Nuts & Bolts"
bundle_id: "com.puzzlegame.screwpuzzle"
parent_report: "https://marlvel.ai/api/llm/apps/games/screw-puzzle-nuts-bolts"
canonical_url: "https://marlvel.ai/apps/screw-puzzle-nuts-bolts#user-sentiment"
report_date: "2026-08-04"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Screw Puzzle, Nuts & Bolts User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (Medium Confidence: 49 of 49 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.61/5
- **Platform Split:** iOS 4.6/5 (4.2K ratings)
- **Overall Sentiment:** Frustrated
- **Note:** The 4.61/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **The core screw-based puzzle mechanic provides a relaxing and engaging experience for casual daily play**

### Top Complaints (Impact Areas)

- **Aggressive and repetitive advertisements frequently interrupt gameplay, contradicting the no-ads promise made in marketing materials**

<!-- /section:sentiment -->
<!-- section:swot -->