---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Genius Scan - PDF Scanner"
bundle_id: "com.thegrizzlylabs.geniusscan.free"
parent_report: "https://marlvel.ai/api/llm/apps/business/genius-scan-pdf-scanner-1"
canonical_url: "https://marlvel.ai/apps/genius-scan-pdf-scanner-1#user-sentiment"
report_date: "2026-08-05"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Genius Scan - PDF Scanner User Sentiment (section of intelligence report)"
---

## 🟢 User Sentiment (High Confidence: 50 of 50 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.87/5
- **Platform Split:** Android 4.9/5 (599.1K ratings)
- **Overall Sentiment:** Thrilled

### Top Praises
- **The scanning engine delivers high-quality document images that replace the need for physical hardware scanners**
- **The interface remains simple and fast for users who need to capture documents on the go**
- **Long-term users value the consistent performance and lack of intrusive advertisements over many years of use**

### Top Complaints (Impact Areas)

- **Image processing struggles with extreme lighting conditions, resulting in scans that are either too dark or bright**

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