---
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 Scanner"
bundle_id: "vetaloff.rockidentifier"
parent_report: "https://marlvel.ai/api/llm/apps/education/rock-identifier-stone-scanner-2"
canonical_url: "https://marlvel.ai/apps/rock-identifier-stone-scanner-2#user-sentiment"
report_date: "2026-09-28"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Rock Identifier: Stone Scanner User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (Low Confidence: 3 of 3 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.5/5
- **Platform Split:** iOS 4.5/5 (20 ratings)
- **Overall Sentiment:** Frustrated
- **Note:** The 4.5/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **Geology enthusiasts find the identification tool helpful for quick and accurate mineral recognition during field trips**

### Top Complaints (Impact Areas)

- **Users report that the app restricts access to basic identification results behind a paywall after the latest update**

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