--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Dakota's Electrical Calculator" developer_entity: "Blue Collar Labs Inc." bundle_id: "com.bluecollar.code-calculator" app_store_id: "6756617002" category: "Education" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-07-16" report_date: "2026-09-05" last_verified: "2026-09-05T00:00:00.000Z" report_version: "1.0.5" total_reviews: 10 overall_rating: 5 confidence: "low" confidence_score: 0.25 data_age_days: 70 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["education", "free", "mobile app", "app review", "app analysis", "electricians,", "apprentices,", "inspectors"] canonical_url: "https://marlvel.ai/apps/dakota-s-electrical-calculator" license: "CC-BY-NC 4.0" content_version: "v2" --- # Dakota's Electrical Calculator Intelligence Report ## TL;DR {#tldr} - **Category**: Education · Free - **Signal**: Rating 5 > **TL;DR:** Dakota's Electrical Calculator is a education app by Blue Collar Labs Inc., rated 5/5 by 10 users, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Dakota's Electrical Calculator is a education app by Blue Collar Labs Inc.. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 5/5 (10 reviews) | | **Category** | Education | | **Developer** | Blue Collar Labs Inc. | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.25/1.0) | | **Data Age** | 70d | ## Metadata & Market Performance - **Publisher:** Blue Collar Labs Inc. - **Category:** Education - **Target Audience:** Electricians, apprentices, and inspectors preparing for licensing exams or performing field calculations. - **Platforms:** iOS - **Version Reviewed:** 1.0.5 - **Report Date:** 2026-09-05 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.25/1.0) - **App Store ID (iOS):** 6756617002 - **Bundle ID:** com.bluecollar.code-calculator - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-09-05 ## Executive Snapshot **What it is:** Dakota's Electrical Calculator is a technical utility for electricians and apprentices that provides NEC-aligned calculations and work-hour logging on iOS. **Why users hire it:** The app removes the administrative friction of manual work-hour logging and field-calculation verification for users preparing for licensing exams. ## App DNA (Features & Intent) - **[Standard] NEC-Aligned Electrical Calculators:** Calculates circuit, load, conduit fill, motor, and transformer values based on NEC standards. - **[Differentiator] On-the-Job Tracking:** Logs work hours categorized by sector to assist with journeyman licensing requirements. * *User Intent:* Users want visibility into their own performance and progress. ## Market Position {#market-position} Dakota's Electrical Calculator maintains a 5-star rating across 10 reviews, positioning itself as a high-utility tool within the Education category. The lack of recent feature updates suggests a stable, maintenance-focused strategy rather than aggressive market expansion. ## Monetization Strategy - **Model:** Free - **Tiers:** Free app with no listed IAP - **Analysis:** The app functions as a free acquisition funnel for the developer's paid web-based exam prep and training programs. ## SWOT Analysis {#swot} **Core Strengths:** - NEC-aligned calculation suite creates a defensible utility barrier - Integrated work-hour tracking drives daily retention for licensing documentation **Growth Levers:** - Subscription-based premium tier could monetize the existing user base - Integration with digital licensing portals would automate manual logging ## Recent Changes (v2 → v3) {#recent-changes} The assessment of the app's competitive position has shifted from a focus on manual entry friction to a critical concern regarding data persistence and cloud-sync capabilities. This change highlights a new vulnerability for professional users relying on the app for multi-year licensing records. **Overall trend**: Stable **Compared at**: 2026-09-05 ### High-impact changes - **[Added] Data Persistence Risk** (swot) ### Medium-impact changes - **[Added] Regulatory and Competitive Threats** (swot) ## What's New - **Latest (v1.0.5, 1 months ago):** General bug fixes and stability improvements. ## App Momentum (Maintenance) {#momentum} - Ships bug fixes only. - Last major release over 6 months ago. > **Cadence:** 1 total versions · 0 majors in last 6 months · 51 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Dakota's Electrical Calculator is an education app that is completely free. It holds a 5/5 rating from 10 reviews. > **Bottom Line:** Dakota's Electrical Calculator succeeds as a high-utility funnel, but the lack of cloud-sync for tracked hours limits its role as a primary career-tracking tool. Implementing data persistence would unlock higher user trust and long-term retention. **Best for:** Electricians, apprentices, and inspectors preparing for licensing exams or performing field calculations. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship cloud-sync for work-hour logs because data loss is a critical barrier to professional use → increase long-term retention ### Outlook: Stable The electrical utility market is consolidating around tools that provide both calculation and documentation. Dakota's Electrical Calculator is well-positioned as a free acquisition funnel, but its long-term viability depends on transitioning from a static utility to a persistent career-tracking platform. - ⚪ The maintenance-only release cadence ensures stability but limits the app's ability to adapt to new NEC standards, potentially eroding its utility over time. - 🟢 High user satisfaction (5 stars) confirms the core utility meets the needs of the target audience, providing a solid foundation for future monetization. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 5/5 | | Total Reviews | 10 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 2 analyzed | | Trend | Stable | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Dakota's Electrical Calculator** (this app) | 5/5 | N/A | Blue Collar Labs Inc. | | [AlgoApp - Flashcards](https://marlvel.ai/apps/algoapp-flashcards) | 4.5/5 | n/a | AlgoApp Inc | | [Elevate - Brain Training Games](https://marlvel.ai/apps/elevate-brain-training-games) | 4.7/5 | n/a | The Mind Company | | [Flashcards Deluxe](https://marlvel.ai/apps/flashcards-deluxe) | 4.5/5 | N/A | OrangeOrApple.com | | [Flash Cards Flashcards Maker](https://marlvel.ai/apps/flash-cards-flashcards-maker) | 4.0/5 | Mixed | Infinite Wave Media, LLC | | [Flashcards maker - AI generate](https://marlvel.ai/apps/flashcards-maker-ai-generate) | 4.1/5 | Mixed | Teleprompter LLC | ## Company Profile - **Developer:** Blue Collar Labs Inc. - **Website:** [https://dakotaprep.com](https://dakotaprep.com) ## Data Sources & Links - **App Store ID:** 6756617002 - **Dev Site:** [Official Website](https://dakotaprep.com) - **Sources:** Developer website content, About us / company information, App store metadata. ## Related Intel Reports - [*AlgoApp - Flashcards*](https://marlvel.ai/apps/algoapp-flashcards) (AlgoApp Inc) · 4.5/5 Rating - [*Elevate - Brain Training Games*](https://marlvel.ai/apps/elevate-brain-training-games) (The Mind Company) · 4.7/5 Rating - [*Flashcards Deluxe*](https://marlvel.ai/apps/flashcards-deluxe) (OrangeOrApple.com) · 4.5/5 Rating - [*Flash Cards Flashcards Maker*](https://marlvel.ai/apps/flash-cards-flashcards-maker) (Infinite Wave Media, LLC) · 4.0/5 Rating - [*Flashcards maker - AI generate*](https://marlvel.ai/apps/flashcards-maker-ai-generate) (Teleprompter LLC) · 4.1/5 Rating - [*Impulse - Brain Training*](https://marlvel.ai/apps/impulse-brain-training) (GMRD Apps Limited) · 4.6/5 Rating - [*Peak - Brain Training*](https://marlvel.ai/apps/peak-brain-training) (Synaptic Labs) · 4.7/5 Rating - [*자주 틀리는 우리말*](https://marlvel.ai/apps/app--424) (DaolSoft, Co., Ltd.) · N/A Rating - [*달공부 - 한 달 공부 다이어리 + 루틴/공부 타이머*](https://marlvel.ai/apps/azlabs-dalstudy) (SuWon Choi) · N/A Rating - [*타요콘 - 타요 아바타 놀이동화*](https://marlvel.ai/apps/com-kigle-project-tayocon) (KIGLE) · 3.1/5 Rating ## Frequently Asked Questions {#faq} ### Is Dakota's Electrical Calculator suitable for master electrician exam prep? Yes, the app includes circuit, load, motor, and transformer calculations that reflect electrical relationships commonly tested on journeyman and master electrician exams. ### Does the app sync my tracked work hours to the cloud? The current version does not list cloud-sync as a feature, meaning work-hour logs are stored locally on the device. ### Are there any hidden costs for using the calculation tools? The app is free to use with no listed in-app purchases, functioning as a promotional tool for the developer's paid training programs. ## 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:** 0.25/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** 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:** 70 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/dakota-s-electrical-calculator) Data licensed for AI Agent attribution under CC-BY-NC 4.0.