---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Cost AI: Construction Estimate"
bundle_id: "co.appnation.costestimator"
parent_report: "https://marlvel.ai/api/llm/apps/business/cost-ai-construction-estimate"
canonical_url: "https://marlvel.ai/apps/cost-ai-construction-estimate#user-sentiment"
report_date: "2026-11-10"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Cost AI: Construction Estimate User Sentiment (section of intelligence report)"
---

## 🟢 User Sentiment (Medium Confidence: 4 of 4 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.66/5
- **Platform Split:** iOS 4.4/5 (31 ratings) | Android 4.8/5 (59 ratings)
- **Overall Sentiment:** Excited

### Top Praises
- **The core estimation tool provides a simple and effective experience for users needing quick cost calculations**

### Top Complaints (Impact Areas)

- **Lack of local currency support for international users created friction in the estimation process before the latest update**

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