---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Project FeederWatch"
bundle_id: "edu.cornell.birds.feederwatchmobile"
parent_report: "https://marlvel.ai/api/llm/apps/education/project-feederwatch"
canonical_url: "https://marlvel.ai/apps/project-feederwatch#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Project FeederWatch User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (High Confidence: 61 of 86 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 2.72/5
- **Platform Split:** iOS 3.0/5 (68 ratings) | Android 2.5/5 (91 ratings)
- **Overall Sentiment:** Frustrated

### Top Praises
- **Integrated bird identification guides provide helpful visual references for citizen scientists during field counts**
- **Mobile data entry offers a more convenient alternative to manual paper and pencil logging**

### Top Complaints (Impact Areas)
- **Persistent login failures and server connection errors prevent users from accessing the data entry interface**
- **Recent interface changes increase icon and button sizes, making navigation through bird lists inefficient**
- **Mandatory re-authentication and repetitive onboarding screens after session timeouts frustrate frequent contributors**

### Top Requests (What Users Want)
- **Offline data entry capabilities are requested to allow recording sightings without a stable internet connection**
- **Display scaling options are needed to allow users to adjust the size of interface elements**

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