---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Builder — AI Code Builder"
bundle_id: "com.auditdeploy.builder"
parent_report: "https://marlvel.ai/api/llm/apps/developer-tools/builder-ai-code-builder"
canonical_url: "https://marlvel.ai/apps/builder-ai-code-builder#user-sentiment"
report_date: "2026-09-01"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Builder — AI Code Builder User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (Low Confidence: 1 of 1 review analyzed) {#user-sentiment}
- **Overall Rating:** 3.5/5
- **Platform Split:** iOS 3.5/5 (4 ratings)
- **Overall Sentiment:** Upset

### Top Complaints (Impact Areas)

- **The application remains stuck on a blank screen after login, preventing any functional interaction for new users**

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