---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Stone Identifier - Rock Finder"
bundle_id: "com.rock.gem.crystal.identifier"
parent_report: "https://marlvel.ai/api/llm/apps/education/stone-identifier-rock-finder"
canonical_url: "https://marlvel.ai/apps/stone-identifier-rock-finder#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Stone Identifier - Rock Finder User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (High Confidence: 49 of 49 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.43/5
- **Platform Split:** iOS 4.4/5 (1.4K ratings)
- **Overall Sentiment:** Upset
- **Note:** The 4.43/5 store rating reflects cumulative history, while the Upset sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **Educational value for young children interested in outdoor science and geology exploration**

### Top Complaints (Impact Areas)
- **Persistent server connection errors prevent image identification and core app functionality**
- **Aggressive paywall tactics force subscriptions before users can test identification accuracy**

### Top Requests (What Users Want)
- **Manual editing feature for rock names when the automated identification fails**

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