---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "AI Chord Finder: Guitar Tabs"
bundle_id: "com.soundshall.ai.chords"
parent_report: "https://marlvel.ai/api/llm/apps/music/ai-chord-finder-guitar-tabs"
canonical_url: "https://marlvel.ai/apps/ai-chord-finder-guitar-tabs#user-sentiment"
report_date: "2026-08-12"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - AI Chord Finder: Guitar Tabs User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (Low Confidence: 4 of 4 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.54/5
- **Platform Split:** iOS 4.5/5 (108 ratings)
- **Overall Sentiment:** Frustrated
- **Note:** The 4.54/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **Users express curiosity about the audio export functionality for converting files into mp3 format**

### Top Complaints (Impact Areas)

- **Audio output fails to play on current hardware, leaving users with a silent experience**

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