---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Firefighting I/II Exam Prep"
bundle_id: "com.fits.essentials6"
parent_report: "https://marlvel.ai/api/llm/apps/education/com-fits-essentials6"
canonical_url: "https://marlvel.ai/apps/com-fits-essentials6#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Firefighting I/II Exam Prep User Sentiment (section of intelligence report)"
---

## 🟢 User Sentiment (High Confidence: 69 of 69 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.46/5
- **Platform Split:** iOS 4.6/5 (129 ratings) | Android 4.3/5 (115 ratings)
- **Overall Sentiment:** Excited

### Top Praises
- **Comprehensive study material mapped to standard firefighter certification textbooks**

### Top Complaints (Impact Areas)
- **Repetitive question patterns during custom test creation reduce study variety**

### Top Requests (What Users Want)
- **Expanded question bank variety to prevent duplicate questions in custom tests**

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