---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "311 Toronto"
bundle_id: "ca.toronto.toronto311"
parent_report: "https://marlvel.ai/api/llm/apps/productivity/311-toronto"
canonical_url: "https://marlvel.ai/apps/311-toronto#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — 311 Toronto User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (Low Confidence: 65 of 84 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 5/5
- **Platform Split:** iOS 5.0/5 (2 ratings)
- **Overall Sentiment:** Upset
- **Note:** The 5/5 store rating reflects cumulative history, while the Upset sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **The city service request platform provides a convenient digital alternative to traditional phone-based reporting channels**

### Top Complaints (Impact Areas)
- **Persistent address entry failures prevent users from successfully submitting service requests across multiple device types**
- **Data persistence issues force users to re-enter personal information for every single service request submission**

### Top Requests (What Users Want)
- **Integrated request history dashboard is needed to track status of past and current municipal service tickets**

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