---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Vetted AI Smart Shopping Agent"
bundle_id: "ai.vetted.vettedmobile"
parent_report: "https://marlvel.ai/api/llm/apps/shopping/ai-vetted-vettedmobile"
canonical_url: "https://marlvel.ai/apps/ai-vetted-vettedmobile#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Vetted AI Smart Shopping Agent User Sentiment (section of intelligence report)"
---

## 🟢 User Sentiment (High Confidence: 2,385 reviews) {#user-sentiment}
- **Overall Rating:** 4.54/5
- **Platform Split:** iOS 4.8/5 (881 ratings) | Android 4.4/5 (1,504 ratings)
- **Overall Sentiment:** Excited

### Top Praises
- **Effective Shopping Research** | *Evidence:* "Vetted found the same product at half the price at Walmart and eBay."
- **Ease of Use** | *Evidence:* "this is one of the most easiest apps I have used yet in marketing"

### Top Complaints (Impact Areas)
- **Login and Authentication Issues** | *Evidence:* "Can't log in using Google on Android."
- **Inaccurate Search Results** | *Evidence:* "Prices don’t match up, neither do measurements when looking for a specific size"