---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "SimplyWise Cost Estimator"
bundle_id: "com.simplywise.costestimator"
parent_report: "https://marlvel.ai/api/llm/apps/business/simplywise-cost-estimator"
canonical_url: "https://marlvel.ai/apps/simplywise-cost-estimator#user-sentiment"
report_date: "2026-08-10"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - SimplyWise Cost Estimator User Sentiment (section of intelligence report)"
---

## 🟢 User Sentiment (High Confidence: 86 of 99 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.77/5
- **Platform Split:** iOS 4.8/5 (30.8K ratings) | Android 4.7/5 (14.2K ratings)
- **Overall Sentiment:** Excited

### Top Praises
- **Automated estimation tools generate professional job quotes in minutes, saving contractors significant time on administrative tasks**
- **The AI-driven pricing engine provides accurate material and labor cost breakdowns that align with real-world project calculations**
- **The interface is intuitive for new users, allowing contractors to start generating estimates immediately without extensive training**

### Top Complaints (Impact Areas)

- **Users report being charged for subscriptions after attempting to cancel or during trial periods without clear notification**

<!-- /section:sentiment -->
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