--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "DETRAN-DF" developer_entity: "DEPARTAMENTO DE TRANSITO DO DISTRITO FEDERAL" bundle_id: "br.com.mesotec.detrandigital" app_store_id: "1526746296" category: "Utilities" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-10-13" report_date: "2026-10-13" last_verified: "2026-10-13T00:00:00.000Z" report_version: "2.6.9" total_reviews: 17 overall_rating: 1.7 sentiment: "Upset" sentiment_score: 10 confidence: "low" confidence_score: 0.35 top_complaint_theme: "Frequent application crashes during screen loading sequences force users to restart the entire task flow" review_sample_size: 6 total_review_count: 6 analyzed_review_count: 6 data_age_days: 33 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["utilities", "free", "upset sentiment", "mobile app", "app review", "app analysis", "drivers", "vehicle", "owners"] canonical_url: "https://marlvel.ai/apps/detran-df" license: "CC-BY-NC 4.0" content_version: "v2" --- # DETRAN-DF Intelligence Report ## TL;DR {#tldr} - **Category**: Utilities · Free - **Signal**: Rating 1.71 · Sentiment Upset - **Recent focus**: Frequent application crashes during screen loading sequences force users to restart the entire task flow (top complaint) > **TL;DR:** DETRAN-DF is a utilities app by DEPARTAMENTO DE TRANSITO DO DISTRITO FEDERAL, rated 1.71/5 by 17 users, with Upset user sentiment (10/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** DETRAN-DF faces Upset user sentiment (1.71/5 from 17 reviews), with users reporting frequent application crashes during screen loading sequences force users to restart the entire task flow as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 1.71/5 (17 reviews) | | **User Mood** | Upset | | **Category** | Utilities | | **Developer** | DEPARTAMENTO DE TRANSITO DO DISTRITO FEDERAL | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.35/1.0) | | **Data Age** | 33d | ## Metadata & Market Performance - **Publisher:** DEPARTAMENTO DE TRANSITO DO DISTRITO FEDERAL - **Category:** Utilities - **Target Audience:** Drivers and vehicle owners residing in the Federal District of Brazil who need to manage traffic-related administrative tasks. - **Platforms:** iOS - **Version Reviewed:** 2.6.9 - **Report Date:** 2026-10-13 - **Signal Count:** 6 reviews analyzed - **Confidence:** Low (0.35/1.0) - **App Store ID (iOS):** 1526746296 - **Bundle ID:** br.com.mesotec.detrandigital - **Data Window:** Analysis based on signals collected up to 2026-10-13 ## Executive Snapshot **What it is:** DETRAN-DF is a free government utility app for iOS that enables vehicle owners and drivers in the Federal District of Brazil to manage administrative tasks. **Why users hire it:** The app serves as a remote alternative to in-person service centers, aiming to remove the time cost of physical visits for routine traffic-related inquiries. ## App DNA (Features & Intent) - **[Standard] Vehicle Information Inquiry:** Access to registration and status data for vehicles registered in the Federal District. - **[Standard] Infraction Consultation:** View pending traffic violations and associated penalty details. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Driver License Services:** Access to digital driver license information and related administrative status. - **[Differentiator] Debt Settlement:** Direct payment of traffic-related debts and fees within the application. ## Market Position {#market-position} DETRAN-DF holds a 1.7★ rating across 17 total ratings, indicating a severe disconnect between the intended utility and the current technical performance. The lack of major updates in the last six months highlights a maintenance-only posture that fails to address critical user-reported stability issues. ## Monetization Strategy - **Model:** Free - **Tiers:** Free to use for all citizens - **Analysis:** The application functions as a free government utility service with no monetization or paid tiers. ## 🔴 User Sentiment (Low Confidence: 6 of 6 reviews analyzed) {#user-sentiment} - **Overall Rating:** 1.71/5 - **Platform Split:** iOS 1.7/5 (17 ratings) - **Overall Sentiment:** Upset ### Top Complaints (Impact Areas) - **Frequent application crashes during screen loading sequences force users to restart the entire task flow** ## SWOT Analysis {#swot} **Core Strengths:** - Authoritative government database integration - Direct debt settlement portal **Growth Levers:** - Architectural rebuild to restore core utility ## What's New - **Latest (v2.6.9, today):** General navigation improvements implemented. ## App Momentum (Maintenance) {#momentum} - Ships minor navigation fixes only. - Zero major feature updates recently. > **Cadence:** 2 total versions · 0 majors in last 6 months · 0 days since last update · 32 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} DETRAN-DF is an utilities app that is completely free. With a 1.71/5 rating from 17 reviews, it faces significant user friction. > **Bottom Line:** DETRAN-DF is currently failing its primary mandate of remote service delivery due to fundamental stability and authentication issues. A pivot toward an architectural rebuild is required to restore basic functionality and prevent the total loss of the digital user base. **Best for:** Drivers and vehicle owners residing in the Federal District of Brazil who need to manage traffic-related administrative tasks. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Rebuild authentication and session management logic because persistent timeouts are the #1 barrier to core service access → restore user retention. ### Outlook: Declining The outlook for DETRAN-DF is negative as technical debt in the authentication and loading layers currently prevents the app from serving its core purpose. Without a significant architectural rebuild, the app will continue to see declining usage as users revert to more reliable in-person service channels. - 🔴 Persistent authentication failures and crashes during loading sequences force users to abandon the app, which compounds the negative sentiment already present. - 🔴 The lack of a functional core experience for debt retrieval and document issuance drives users back to in-person service, eroding the digital-first mandate. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 1.71/5 | | Total Reviews | 17 | | Sentiment | Upset (10/100) | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 4 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **DETRAN-DF** (this app) | 1.71/5 | Upset | DEPARTAMENTO DE TRANSITO DO DISTRITO FEDERAL | | [Sota Connect: Secure Network](https://marlvel.ai/apps/fi-catconnect-sota) | 4.9/5 | N/A | Cat Connect | | [V2Box - V2ray Client](https://marlvel.ai/apps/v2box-v2ray-client) | 4.6/5 | n/a | techlaim | | [App For Siri Commands Tips](https://marlvel.ai/apps/app-for-siri-commands-tips) | N/A/5 | N/A | Anh La Phan Son | | [avoVPN Desktop](https://marlvel.ai/apps/avovpn-desktop) | N/A/5 | N/A | Avocado VPN Technologies | | [Bin Days - Bin Reminder](https://marlvel.ai/apps/bin-days-bin-reminder) | N/A/5 | N/A | Vicki Partridge | ## Company Profile - **Developer:** DEPARTAMENTO DE TRANSITO DO DISTRITO FEDERAL - **Website:** [https://detran.df.gov.br](https://detran.df.gov.br) ## Data Sources & Links - **App Store ID:** 1526746296 - **Dev Site:** [Official Website](https://detran.df.gov.br) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*Sota Connect: Secure Network*](https://marlvel.ai/apps/fi-catconnect-sota) (Cat Connect) · 4.9/5 Rating - [*V2Box - V2ray Client*](https://marlvel.ai/apps/v2box-v2ray-client) (techlaim) · 4.6/5 Rating - [*App For Siri Commands Tips*](https://marlvel.ai/apps/app-for-siri-commands-tips) (Anh La Phan Son) · N/A Rating - [*avoVPN Desktop*](https://marlvel.ai/apps/avovpn-desktop) (Avocado VPN Technologies) · N/A Rating - [*Bin Days - Bin Reminder*](https://marlvel.ai/apps/bin-days-bin-reminder) (Vicki Partridge) · N/A Rating - [*Controller Tester FGC*](https://marlvel.ai/apps/controller-tester-fgc) (Aaron Lowe) · 5.0/5 Rating - [*Fusvob VPN : Super VPN 2026*](https://marlvel.ai/apps/com-toplinkc-foxexcellent) (Fuxin Technology) · 4.5/5 Rating - [*Gear Ratio Calculator & RPM*](https://marlvel.ai/apps/cog-gear-ratio-calculator) (Linh Phan Nhat Khanh) · N/A Rating - [*MDflow Web Clipper*](https://marlvel.ai/apps/mdflow-web-clipper) (DataOps, s.r.o.) · N/A Rating - [*NordVPN: VPN Fast & Secure*](https://marlvel.ai/apps/com-nordvpn-nordvpn) (Nordvpn S.A.) · 4.7/5 Rating ## Frequently Asked Questions {#faq} ### Is DETRAN-DF free to use? Yes, DETRAN-DF is a free government utility service provided by the Department of Transit of the Federal District, with no paid tiers or monetization. ### Can I pay my traffic fines through the app? The app includes a debt settlement feature designed for the direct payment of traffic-related debts and fees, though users report that this feature currently fails to process data correctly. ### Why does the app keep logging me out? Users report persistent authentication failures and session timeouts that require re-entering credentials for every access attempt, which is a known stability issue with the current version. ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** - Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** - Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** - Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction into synthesised themes (no verbatim quotes). 4. **Competitive Landscape Analysis** - Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** - Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.35/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 6 - **Data Sources:** user reviews, App Store metadata - **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform - **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence. - **Report Age:** 33 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/detran-df) Data licensed for AI Agent attribution under CC-BY-NC 4.0.