---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Reef ID: Fish & Coral ID"
bundle_id: "companion.reefer"
parent_report: "https://marlvel.ai/api/llm/apps/education/reef-id-fish-coral-id"
canonical_url: "https://marlvel.ai/apps/reef-id-fish-coral-id#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Reef ID: Fish & Coral ID User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (Low Confidence: 9 of 9 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 1.25/5
- **Platform Split:** iOS 1.6/5 (7 ratings) | Android 1.0/5 (9 ratings)
- **Overall Sentiment:** Upset

### Top Praises
- **Identification logging feature provides a convenient way to track coral care requirements over time**

### Top Complaints (Impact Areas)
- **Inaccurate coral identification results undermine the core utility of the image recognition software**
- **Aggressive paywall implementation prevents users from testing identification accuracy before committing to a purchase**
- **Account access issues and payment verification errors persist despite recent attempts to address membership stability**

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