---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Consulta CPF - Pessoa Física"
bundle_id: "com.mobapps.cpf"
parent_report: "https://marlvel.ai/api/llm/apps/utilities/consulta-cpf-pessoa-fisica"
canonical_url: "https://marlvel.ai/apps/consulta-cpf-pessoa-fisica#user-sentiment"
report_date: "2026-11-07"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Consulta CPF - Pessoa Física User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (Medium Confidence: 9 of 9 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.59/5
- **Platform Split:** iOS 4.6/5 (546 ratings)
- **Overall Sentiment:** Upset
- **Note:** The 4.59/5 store rating reflects cumulative history, while the Upset sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **The core utility of checking debt status and credit eligibility provides value for some users**

### Top Complaints (Impact Areas)

- **Aggressive advertising patterns interrupt the user experience and make the app feel impractical for quick lookups**

<!-- /section:sentiment -->
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