---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "FP Notebook"
bundle_id: "com.usbmis.fpnb"
parent_report: "https://marlvel.ai/api/llm/apps/medical/com-usbmis-fpnb"
canonical_url: "https://marlvel.ai/apps/com-usbmis-fpnb#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — FP Notebook User Sentiment (section of intelligence report)"
---

## 🟢 User Sentiment (High Confidence: 4,261 reviews) {#user-sentiment}
- **Overall Rating:** 4.87/5
- **Platform Split:** iOS 4.8/5 (3,174 ratings) | Android 4.9/5 (1,087 ratings)
- **Overall Sentiment:** Excited

### Top Praises
- **Content Quality and Utility** | *Evidence:* "Comprehensive and succinct. Kudos to team!"
- **Clinical Workflow Integration** | *Evidence:* "I use it every day. I can't imagine practicing medicine without it."

### Top Complaints (Impact Areas)
- **Subscription Model Transition** | *Evidence:* "This app said it was free now I have to sign up for a free trial."
- **Technical Bugs and Payment Issues** | *Evidence:* "Useless search engine. The built in search function is useless."