--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Overtime Live - Shift Tracker" developer_entity: "Andy Mesa" bundle_id: "uk.andyhq.overtimelive" app_store_id: "6755075589" category: "Finance" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-10-07" report_date: "2026-10-09" last_verified: "2026-10-09T00:00:00.000Z" report_version: "4.6" total_reviews: 4 overall_rating: 5 sentiment: "Thrilled" sentiment_score: 90 confidence: "medium" confidence_score: 0.5 top_praise_theme: "Automated overtime and shift differential calculations simplify complex payroll tracking for shift-based workers" review_sample_size: 6 total_review_count: 6 analyzed_review_count: 6 data_age_days: 31 momentum_velocity: "active" intelligence_version: 2 tags: ["finance", "freemium", "thrilled sentiment", "mobile app", "app review", "app analysis", "hourly", "shift", "workers"] canonical_url: "https://marlvel.ai/apps/overtime-live-shift-tracker" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ Content Warning This report covers topics classified as sensitive (finance). Information is aggregated from public sources for informational purposes only. This is not financial or investment advice. Always do your own research. --- # Overtime Live - Shift Tracker Intelligence Report ## TL;DR {#tldr} - **Category**: Finance · Freemium - **Signal**: Rating 5 · Sentiment Thrilled - **Recent focus**: Automated overtime and shift differential calculations simplify complex payroll tracking for shift-based workers (top praise) > **TL;DR:** Overtime Live - Shift Tracker is a finance app by Andy Mesa, rated 5/5 by 4 users, with Thrilled user sentiment (90/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Overtime Live - Shift Tracker maintains Thrilled user sentiment (5/5 from 4 reviews), with users consistently praising automated overtime and shift differential calculations simplify complex payroll tracking for shift-based workers. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 5/5 (4 reviews) | | **User Mood** | Thrilled | | **Category** | Finance | | **Developer** | Andy Mesa | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.5/1.0) | | **Data Age** | 31d | ## Metadata & Market Performance - **Publisher:** Andy Mesa - **Category:** Finance - **Target Audience:** Hourly shift workers in healthcare, public safety, and service industries. - **Platforms:** iOS & Android - **Version Reviewed:** 4.6 - **Report Date:** 2026-10-09 - **Signal Count:** 6 reviews analyzed - **Confidence:** Medium (0.5/1.0) - **App Store ID (iOS):** 6755075589 - **Bundle ID:** uk.andyhq.overtimelive - **Google Play ID:** uk.andyhq.overtimelive - **Data Window:** Analysis based on signals collected up to 2026-10-09 ## Executive Snapshot **What it is:** Overtime Live is a shift-tracking and payroll estimation app for hourly workers on iOS and Android. **Why users hire it:** The app removes the cognitive cost of calculating complex overtime and shift differentials, allowing workers to see their real-time take-home pay instantly. ## App DNA (Features & Intent) - **[Differentiator] Live Activity Earnings Tracker:** Displays real-time earnings and shift countdown on the Lock Screen and Dynamic Island during active shifts. * *User Intent:* Users want visibility into their own performance and progress. - **[Differentiator] What-If Pay Calculator:** Estimates take-home pay after tax and overtime multipliers before accepting a shift. - **[Standard] Shift Rotation Templates:** Pre-built rotation patterns like DuPont and Pitman for rapid schedule planning. ## Market Position {#market-position} Overtime Live occupies a specialized niche in the finance category, focusing on shift-specific payroll automation rather than general budgeting. The app maintains a 5-star rating across its initial review sample, signaling strong product-market fit for its core shift-worker audience. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier includes core tracking, calendar, and iCloud backup., One-time Pro unlock removes ads, adds Apple Watch app, and lifts limits on calculations and exports. - **Analysis:** The one-time purchase model avoids recurring subscription friction, which is a key differentiator against subscription-heavy finance rivals. ## 🟢 User Sentiment (Medium Confidence: 6 of 6 reviews analyzed) {#user-sentiment} - **Overall Rating:** 5/5 - **Platform Split:** iOS 5.0/5 (4 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **Automated overtime and shift differential calculations simplify complex payroll tracking for shift-based workers** - **Affordable premium pricing tiers provide access to professional tracking tools without creating a financial barrier** - **Intuitive setup and design allow users to begin tracking shifts and earnings with minimal friction** ## SWOT Analysis {#swot} **Core Strengths:** - Live Activity earnings tracking creates a high-visibility utility that anchors the user's daily workflow. - One-time purchase model removes the recurring cost barrier that drives churn in subscription-based rivals. - Automated overtime and differential calculations simplify complex payroll for shift-based workers. **Growth Levers:** - Expanding Apple Intelligence briefing features could increase switching costs for power users. - Localized pricing in high-ARPU markets could capture users currently priced out of subscription rivals. - Developing a dedicated Android feature set could capture the segment currently ignored by the iOS-first focus. ## What's New - **Latest (v4.6.0, yesterday):** Introduced automated overtime tracking, shift differentials for nights and weekends, flat-rate shift options, and Chinese language support. ## App Momentum (Active) {#momentum} - Shipped automated overtime and shift differentials. - Expanded language support to include Chinese. - Integrated Control Center shift management. > **Cadence:** 3 total versions · 2 majors in last 6 months · 1 days since last update · 12 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Overtime Live - Shift Tracker is a market-leading finance app that is free with in-app purchases. With a 5/5 rating from 4 reviews, it delivers strong user satisfaction. > **Bottom Line:** Overtime Live's real-time earnings tracking secures a high-retention niche among shift workers, but the lack of Android feature parity leaves the app vulnerable to cross-platform rivals. Prioritizing Android parity would unlock the largest segment of the addressable shift-worker market. **Best for:** Hourly shift workers in healthcare, public safety, and service industries. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship Android feature parity because the current iOS-first focus limits total addressable market → increase user acquisition ### Outlook: Stable The shift-tracking market is consolidating around tools that offer deeper payroll integration, putting pressure on standalone trackers. Overtime Live is well-positioned to retain its core audience through its unique Live Activity utility, provided it can scale its feature set to match the complexity of larger workforce management platforms. - 🟢 The active release cadence (three updates in the last month) ensures the app remains relevant to evolving shift-work payroll requirements. - ⚪ The one-time purchase model provides a sustainable entry point for users, though it requires constant new-user acquisition to maintain revenue growth. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 5/5 | | Total Reviews | 4 | | Sentiment | Thrilled (90/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Overtime Live - Shift Tracker** (this app) | 5/5 | Thrilled | Andy Mesa | | [Banksola: Budget Planner](https://marlvel.ai/apps/banksola-budget-planner) | 4.6/5 | Mixed | Quickdollarapp, Inc | | [DEGIRO: Investing & Trading](https://marlvel.ai/apps/degiro-investing-trading) | 4.1/5 | Mixed | DEGIRO - Online Trading App | | [Hourly: Freelance Tracker](https://marlvel.ai/apps/hourly-freelance-tracker) | N/A/5 | N/A | Albert Lewinski | | [SureShotFX - Pip Calculator](https://marlvel.ai/apps/sureshotfx-pip-calculator) | 4.0/5 | Excited | SureShotFX | | [Tikker - Live Income Tracker](https://marlvel.ai/apps/tikker-live-income-tracker) | 5.0/5 | N/A | Mis Asja OU | ## Company Profile - **Developer:** Andy Mesa - **Website:** [https://overtimelive.app/pay-scales/](https://overtimelive.app/pay-scales/) ## Data Sources & Links - **App Store ID:** 6755075589 - **Google Play ID:** uk.andyhq.overtimelive - **Dev Site:** [Official Website](https://overtimelive.app/pay-scales/) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*Banksola: Budget Planner*](https://marlvel.ai/apps/banksola-budget-planner) (Quickdollarapp, Inc) · 4.6/5 Rating - [*DEGIRO: Investing & Trading*](https://marlvel.ai/apps/degiro-investing-trading) (DEGIRO - Online Trading App) · 4.1/5 Rating - [*Hourly: Freelance Tracker*](https://marlvel.ai/apps/hourly-freelance-tracker) (Albert Lewinski) · N/A Rating - [*SureShotFX - Pip Calculator*](https://marlvel.ai/apps/sureshotfx-pip-calculator) (SureShotFX) · 4.0/5 Rating | Positive Sentiment - [*Tikker - Live Income Tracker*](https://marlvel.ai/apps/tikker-live-income-tracker) (Mis Asja OU) · 5.0/5 Rating - [*TradeLog - Trading Journal*](https://marlvel.ai/apps/tradelog-trading-journal) (Rikuto Takeuchi) · N/A Rating - [*코인원 - 가상자산 거래소(비트코인, 이더리움, 테더)*](https://marlvel.ai/apps/coinone-co-kr-official) (Coinone) · 3.1/5 Rating - [*다트맨 - 전자공시 푸시알림*](https://marlvel.ai/apps/com-coreasset-stockhunter) (ORBIS Investment Advisors Co., Ltd.) · 2.1/5 Rating - [*디지로카(롯데카드)*](https://marlvel.ai/apps/com-lcacapp) (lottecard) · 2.5/5 Rating - [*บเรนนี่ เงินสด*](https://marlvel.ai/apps/com-finance-rennycorpoth) (RENNY CORPORATION COMPANY LIMITED) · N/A Rating ## 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:** 0.5/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 6 - **Data Sources:** user reviews, developer website, 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:** 31 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/overtime-live-shift-tracker) Data licensed for AI Agent attribution under CC-BY-NC 4.0.