---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "DogPhoto - Dog Breed Scanner"
bundle_id: "com.dogphoto"
parent_report: "https://marlvel.ai/api/llm/apps/education/dogphoto-dog-breed-scanner"
canonical_url: "https://marlvel.ai/apps/dogphoto-dog-breed-scanner#user-sentiment"
report_date: "2026-08-11"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - DogPhoto - Dog Breed Scanner User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (High Confidence: 38 of 38 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 3.84/5
- **Platform Split:** iOS 3.8/5 (290 ratings)
- **Overall Sentiment:** Upset

### Top Praises
- **A small subset of users report the dog breed scanner functions effectively for their specific pets**

### Top Complaints (Impact Areas)

- **The AI scanner provides inconsistent and inaccurate breed identifications that fail to match basic physical traits**

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