---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "QANDA: AI Math & Study Helper"
bundle_id: "Mathpresso.QandaStudent"
parent_report: "https://marlvel.ai/api/llm/apps/education/qanda-ai-math-study-helper"
canonical_url: "https://marlvel.ai/apps/qanda-ai-math-study-helper#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — QANDA: AI Math & Study Helper User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (High Confidence: 99 of 99 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 3.7/5
- **Platform Split:** iOS 3.5/5 (769 ratings) | Android 3.7/5 (781.9K ratings)
- **Overall Sentiment:** Frustrated

### Top Praises
- **Rapid problem recognition and step-by-step explanations help students maintain study momentum during homework sessions**

### Top Complaints (Impact Areas)
- **Aggressive monetization and coin-gating for basic search functions frustrate long-term users following recent updates**

### Top Requests (What Users Want)
- **Reversion to the classic search system that allowed free and direct access to problem solutions**

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