---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "HTH™ | Test to Swim™"
bundle_id: "com.paldev.testtoswim"
parent_report: "https://marlvel.ai/api/llm/apps/utilities/hth-test-to-swim"
canonical_url: "https://marlvel.ai/apps/hth-test-to-swim#user-sentiment"
report_date: "2026-10-23"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - HTH™ | Test to Swim™ User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (High Confidence: 63 of 100 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.66/5
- **Platform Split:** iOS 4.7/5 (4.1K ratings) | Android 4.5/5 (1.1K ratings)
- **Overall Sentiment:** Frustrated
- **Note:** The 4.66/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **Clear chemical dosage recommendations based on pool size help users balance water chemistry effectively**
- **Visual display of test strip values provides more clarity than competing chemical testing applications**

### Top Complaints (Impact Areas)

- **Camera scanning feature fails to read test strips accurately or consistently across multiple attempts**

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