---
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 ID"
bundle_id: "com.stone.identifier.rock.identification"
parent_report: "https://marlvel.ai/api/llm/apps/education/stone-identifier-rock-id"
canonical_url: "https://marlvel.ai/apps/stone-identifier-rock-id#user-sentiment"
report_date: "2026-10-02"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Stone Identifier Rock ID User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (Medium Confidence: 50 of 50 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 3.61/5
- **Platform Split:** iOS 3.6/5 (239 ratings)
- **Overall Sentiment:** Frustrated

### Top Praises
- **The rock identification feature provides helpful results for amateur collectors during their initial discovery sessions**
- **The collection feature allows users to organize and track their identified specimens in one place**

### Top Complaints (Impact Areas)

- **The identification engine frequently returns incorrect results for common specimens, undermining user trust in the software**

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