---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "TuneHertz: Chromatic Tuner"
bundle_id: "io.asaskevich.TuneHertz"
parent_report: "https://marlvel.ai/api/llm/apps/music/tunehertz-chromatic-tuner"
canonical_url: "https://marlvel.ai/apps/tunehertz-chromatic-tuner#user-sentiment"
report_date: "2026-08-14"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - TuneHertz: Chromatic Tuner User Sentiment (section of intelligence report)"
---

## 🟡 User Sentiment (Medium Confidence: 1 of 1 review analyzed) {#user-sentiment}
- **Overall Sentiment:** Mixed

### Top Complaints (Impact Areas)

- **Inaccurate pitch detection logic causes the app to display conflicting note names during standard guitar tuning**

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