---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Pano Tuner - Chromatic Tuner"
bundle_id: "com.yourcompany.PanoTuner"
parent_report: "https://marlvel.ai/api/llm/apps/music/com-yourcompany-panotuner"
canonical_url: "https://marlvel.ai/apps/com-yourcompany-panotuner#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Pano Tuner - Chromatic Tuner User Sentiment (section of intelligence report)"
---

## 🟡 User Sentiment (Medium Confidence: 49 of 49 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.47/5
- **Platform Split:** iOS 4.7/5 (620 ratings) | Android 4.5/5 (39.9K ratings)
- **Overall Sentiment:** Mixed

### Top Praises
- **High spectral accuracy and sensitivity provide reliable tuning for diverse acoustic instruments**

### Top Complaints (Impact Areas)
- **Application crashes or freezes immediately upon launch following the latest update**

### Top Requests (What Users Want)
- **Adjustable tuning speed settings would improve readability for specific instrument calibration**

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