--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Learner's Permit Log Tracker" developer_entity: "Auri Rahimzadeh" bundle_id: "com.auri.DrivingHoursTracker" app_store_id: "1452070269" category: "Lifestyle" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2019-02-18" report_date: "2026-09-12" last_verified: "2026-09-12T00:00:00.000Z" report_version: "1.0" total_reviews: 16 overall_rating: 2.7 sentiment: "Mixed" sentiment_score: 45 confidence: "medium" confidence_score: 0.6 top_praise_theme: "The absence of advertisements and in-app purchases makes the utility feel accessible for casual users" top_complaint_theme: "The share form fails to load after long-term data entry, causing significant frustration and data loss" review_sample_size: 5 total_review_count: 5 analyzed_review_count: 5 data_age_days: 61 momentum_velocity: "zombie" intelligence_version: 2 tags: ["lifestyle", "free", "mixed sentiment", "mobile app", "app review", "app analysis", "learner's", "permit", "holders"] canonical_url: "https://marlvel.ai/apps/learner-s-permit-log-tracker" license: "CC-BY-NC 4.0" content_version: "v2" --- # Learner's Permit Log Tracker Intelligence Report ## TL;DR {#tldr} - **Category**: Lifestyle · Free - **Signal**: Rating 2.69 · Sentiment Mixed - **Recent focus**: The share form fails to load after long-term data entry, causing significant frustration and data loss (top complaint) · The absence of advertisements and in-app purchases makes the utility feel accessible for casual users (top praise) > **TL;DR:** Learner's Permit Log Tracker is a lifestyle app by Auri Rahimzadeh, rated 2.69/5 by 16 users, with Mixed user sentiment (45/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Learner's Permit Log Tracker shows Mixed sentiment (2.69/5 from 16 reviews) - users praise the absence of advertisements and in-app purchases makes the utility feel accessible for casual users but report issues with the share form fails to load after long-term data entry, causing significant frustration and data loss. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 2.69/5 (16 reviews) | | **User Mood** | Mixed | | **Category** | Lifestyle | | **Developer** | Auri Rahimzadeh | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.6/1.0) | | **Data Age** | 61d | ## Metadata & Market Performance - **Publisher:** Auri Rahimzadeh - **Category:** Lifestyle - **Target Audience:** Learner's permit holders and their parents in Indiana who need to track and report mandatory driving hours to state authorities. - **Platforms:** iOS - **Version Reviewed:** 1.0 - **Report Date:** 2026-09-12 - **Signal Count:** 5 reviews analyzed - **Confidence:** Medium (0.6/1.0) - **App Store ID (iOS):** 1452070269 - **Bundle ID:** com.auri.DrivingHoursTracker - **Data Window:** Analysis based on signals collected up to 2026-09-12 ## Executive Snapshot **What it is:** Learner's Permit Log Tracker is a free utility for Indiana learner's permit holders to record driving hours and automate state-required log forms on iOS. **Why users hire it:** The app removes the administrative burden of manual log-keeping, providing a direct path to state compliance for permit holders. ## App DNA (Features & Intent) - **[Differentiator] State Form Automation:** Automatically populates the official Indiana driving log form with recorded data - **[Standard] Cloud Backup:** Syncs driving entries to cloud storage to prevent data loss * *User Intent:* Users expect seamless access across multiple devices. - **[Standard] Driving Hours Tracker:** Logs driving time with manual day or night classification * *User Intent:* Users want visibility into their own performance and progress. ## Market Position {#market-position} Learner's Permit Log Tracker occupies a niche position in the Lifestyle category, relying on state-specific automation to drive utility. With a 2.69-star rating across 16 total ratings, the app's value is currently constrained by technical instability rather than market competition. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The app is offered as a free utility with no visible subscription or in-app purchase gates. ## 🟡 User Sentiment (Medium Confidence: 5 of 5 reviews analyzed) {#user-sentiment} - **Overall Rating:** 2.69/5 - **Platform Split:** iOS 2.7/5 (16 ratings) - **Overall Sentiment:** Mixed ### Top Praises - **The absence of advertisements and in-app purchases makes the utility feel accessible for casual users** - **The simple time-tracking mechanism provides enough functionality for users needing basic fifteen minute increment logs** ### Top Complaints (Impact Areas) - **The share form fails to load after long-term data entry, causing significant frustration and data loss** ## SWOT Analysis {#swot} **Core Strengths:** - State-specific form automation creates a defensible utility barrier for Indiana residents - Ad-free, cost-free model removes monetization friction for casual users **Growth Levers:** - Expand form automation to additional states to scale the B2B-style distribution barrier ## App Momentum (Zombie) {#momentum} - Dormant since February 2019. - No feature updates in 7 years. > **Cadence:** 1 total versions · 1 majors in last 6 months · 2763 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Learner's Permit Log Tracker is a lifestyle app that is completely free. It holds a 2.69/5 rating from 16 reviews. > **Bottom Line:** Fixing the share-form stability would address the primary churn driver for long-term users, as the current data-loss risk outweighs the utility of the state-form automation. **Best for:** Learner's permit holders and their parents in Indiana who need to track and report mandatory driving hours to state authorities. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Audit share form logic because users report blank pages after long-term entry → restore data-export reliability ### Outlook: Declining The market for permit-tracking utilities is shifting toward automated, cloud-synced solutions that require consistent maintenance to remain compliant with OS updates. Learner's Permit Log Tracker remains exposed due to its seven-year development gap, which compounds technical debt and prevents the app from scaling its Indiana-specific utility to other regions. - 🔴 Seven years of development dormancy (last update 2019) → high risk of OS-level incompatibility → inevitable user churn. - 🔴 Critical share-form failures → data-loss frustration → negative sentiment drag on the 2.69-star rating baseline. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 2.69/5 | | Total Reviews | 16 | | Sentiment | Mixed (45/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Learner's Permit Log Tracker** (this app) | 2.69/5 | Mixed | Auri Rahimzadeh | | [Alarmy - Loud alarm clock](https://marlvel.ai/apps/alarmy-loud-alarm-clock) | 4.8/5 | Excited | Delight Room Co., Ltd. | | [Journey - Diary, Journal](https://marlvel.ai/apps/com-journey-ios-app) | 4.6/5 | Excited | Two App Studio Pte. Ltd. | | [Tinder Dating App: Date & Chat](https://marlvel.ai/apps/tinder-dating-app-date-chat) | 4.0/5 | n/a | Tinder LLC | | [Alarmie: Easy Rise Alarm Clock](https://marlvel.ai/apps/alarmie-easy-rise-alarm-clock) | 4.4/5 | Mixed | Jintian Wang | | [AlarmMon ( alarm clock )](https://marlvel.ai/apps/alarmmon-alarm-clock) | 4.3/5 | n/a | Malang Studio Co. Ltd, | ## Company Profile - **Developer:** Auri Rahimzadeh - **Website:** [https://www.indy-apps.com/about-learner-s-permit-log-tracker-](https://www.indy-apps.com/about-learner-s-permit-log-tracker-) - **Social:** [YouTube](https://www.youtube.com/watch) ## Data Sources & Links - **App Store ID:** 1452070269 - **Dev Site:** [Official Website](https://www.indy-apps.com/about-learner-s-permit-log-tracker-) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*Alarmy - Loud alarm clock*](https://marlvel.ai/apps/alarmy-loud-alarm-clock) (Delight Room Co., Ltd.) · 4.8/5 Rating | Positive Sentiment - [*Journey - Diary, Journal*](https://marlvel.ai/apps/com-journey-ios-app) (Two App Studio Pte. Ltd.) · 4.6/5 Rating | Positive Sentiment - [*Tinder Dating App: Date & Chat*](https://marlvel.ai/apps/tinder-dating-app-date-chat) (Tinder LLC) · 4.0/5 Rating - [*Alarmie: Easy Rise Alarm Clock*](https://marlvel.ai/apps/alarmie-easy-rise-alarm-clock) (Jintian Wang) · 4.4/5 Rating - [*AlarmMon ( alarm clock )*](https://marlvel.ai/apps/alarmmon-alarm-clock) (Malang Studio Co. Ltd,) · 4.3/5 Rating - [*Amora: A Hint of Your Soulmate*](https://marlvel.ai/apps/amora-a-hint-of-your-soulmate) (Lit Apps LLC (Mobile)) · 4.6/5 Rating - [*Swiftime*](https://marlvel.ai/apps/swiftime) (MEDIANO Co.,Ltd.) · 4.5/5 Rating | Positive Sentiment - [*마주*](https://marlvel.ai/apps/an-offline-network-where-you-meet-through-qr-codes) (lvher) · N/A Rating - [*모앗*](https://marlvel.ai/apps/moat-moatapp) (JUNSEOK LEE) · N/A Rating - [*야기*](https://marlvel.ai/apps/tistory-88yhtserof-yagi) (Yunhwi Lim) · N/A Rating ## Frequently Asked Questions {#faq} ### Is Learner's Permit Log Tracker free to use? Yes, the app is free and contains no advertisements or in-app purchase gates. ### Does this app work for states other than Indiana? The app is specifically designed to automate Indiana state log forms, though the manual tracking features may be used for other states. ### Are there any known issues with the app? Users report that the share form may fail to load after long-term data entry, which can lead to frustration regarding data access. ## 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:** 0.6/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 5 - **Data Sources:** user reviews, developer website, company about page, 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:** 61 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/learner-s-permit-log-tracker) Data licensed for AI Agent attribution under CC-BY-NC 4.0.