---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Mole Mapper Melanoma Study"
bundle_id: "org.sagebase.molemapper"
parent_report: "https://marlvel.ai/api/llm/apps/health-fitness/mole-mapper-melanoma-study"
canonical_url: "https://marlvel.ai/apps/mole-mapper-melanoma-study#user-sentiment"
report_date: "2026-08-10"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Mole Mapper Melanoma Study User Sentiment (section of intelligence report)"
---

## 🟡 User Sentiment (Medium Confidence: 27 of 27 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 2.88/5
- **Platform Split:** iOS 2.9/5 (25 ratings)
- **Overall Sentiment:** Mixed

### Top Praises
- **Medical professionals and patients find value in tracking mole changes to identify potential melanoma early**
- **The visual slideshow feature allows users to easily compare mole progression photos over long periods**
- **The app provides a free and accessible tool for users to contribute data to medical research**

### Top Complaints (Impact Areas)

- **Frequent application crashes during photo viewing or mole mapping sessions prevent consistent longitudinal health monitoring**

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