--- source: marlvel.ai type: app_intelligence_section content_version: "v2" section_slug: "sentiment" section_label: "User Sentiment" section_anchor: "#user-sentiment" app_name: "CARFAX - New & Used Cars" bundle_id: "com.carfax.consumer" parent_report: "https://marlvel.ai/api/llm/apps/auto-vehicles/carfax-new-used-cars-1" canonical_url: "https://marlvel.ai/apps/carfax-new-used-cars-1#user-sentiment" report_date: "2026-08-06" license: CC-BY-NC-4.0 citation: "Marlvel.ai - CARFAX - New & Used Cars User Sentiment (section of intelligence report)" --- ## 🔴 User Sentiment (High Confidence: 61 of 99 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.84/5 - **Platform Split:** iOS 4.9/5 (368K ratings) | Android 4.7/5 (33.2K ratings) - **Overall Sentiment:** Frustrated - **Note:** The 4.84/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Praises - **The comprehensive vehicle history reports provide essential information for users evaluating used car purchases** - **Intuitive navigation and search functionality allow users to identify desired vehicles within short timeframes** ### Top Complaints (Impact Areas) - **Frequent UI regressions and filter resets after updates disrupt the vehicle search and browsing experience**