---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Rock Identifier: Stone ID"
bundle_id: "com.picturerock.rock"
parent_report: "https://marlvel.ai/api/llm/apps/lifestyle/rock-identifier-stone-id"
canonical_url: "https://marlvel.ai/apps/rock-identifier-stone-id#user-sentiment"
report_date: "2026-08-29"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Rock Identifier: Stone ID User Sentiment (section of intelligence report)"
---

## 🟢 User Sentiment (High Confidence: 99 of 99 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.58/5
- **Platform Split:** iOS 4.7/5 (79K ratings) | Android 4.5/5 (121.5K ratings)
- **Overall Sentiment:** Excited

### Top Praises
- **Accurate identification of rocks and minerals provides significant educational value for hobbyists and students**
- **Detailed geological information and valuation estimates enhance the experience for collectors and jewelry makers**
- **Simple and intuitive interface allows beginners to start identifying specimens without prior geological knowledge**

### Top Complaints (Impact Areas)

- **Aggressive subscription prompts and paywalls frustrate users who expected a free identification tool**

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