---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Invoice Maker - Invoice Fly"
bundle_id: "io.labhouse.invoicesapp"
parent_report: "https://marlvel.ai/api/llm/apps/business/io-labhouse-invoicesapp"
canonical_url: "https://marlvel.ai/apps/io-labhouse-invoicesapp#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Invoice Maker - Invoice Fly User Sentiment (section of intelligence report)"
---

## 🟢 User Sentiment (High Confidence: 120,164 reviews) {#user-sentiment}
- **Overall Rating:** 4.75/5
- **Platform Split:** iOS 4.8/5 (73,180 ratings) | Android 4.7/5 (46,984 ratings)
- **Overall Sentiment:** Thrilled

### Top Praises
- **Ease of Use** | *Evidence:* "A professional easy to use app."
- **Professional Utility** | *Evidence:* "Very much needed in the car repair business."

### Top Complaints (Impact Areas)
- **Account and Data Syncing** | *Evidence:* "When I changed my phone... I couldn't see my old invoices"
- **Technical Issues** | *Evidence:* "please fix the pixelated images that get uploaded"

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