--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Machinist Tool" developer_entity: "Allied Machine & Engineering Corp." bundle_id: "AMEC.Machinist-Tool" app_store_id: "1441141582" google_play_id: "com.alliedmachine.www.machinisttool" category: "Productivity" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2019-07-04" report_date: "2026-10-06" last_verified: "2026-10-06T00:00:00.000Z" report_version: "1.3.1" total_reviews: 30 overall_rating: 4.3 sentiment: "Mixed" sentiment_score: 45 confidence: "low" confidence_score: 0.35 top_praise_theme: "Machinists find the calculator and technical charts provide a fast and efficient workflow for daily tasks" top_complaint_theme: "The engineering hotline button obscures critical results and input fields on smaller screen devices" review_sample_size: 9 total_review_count: 9 analyzed_review_count: 9 data_age_days: 33 momentum_velocity: "zombie" intelligence_version: 2 tags: ["productivity", "free", "mixed sentiment", "mobile app", "app review", "app analysis", "machinists", "engineers", "requiring"] canonical_url: "https://marlvel.ai/apps/machinist-tool" license: "CC-BY-NC 4.0" content_version: "v2" --- # Machinist Tool Intelligence Report ## TL;DR {#tldr} - **Category**: Productivity 路 Free - **Signal**: Rating 4.34 路 Sentiment Mixed - **Recent focus**: The engineering hotline button obscures critical results and input fields on smaller screen devices (top complaint) 路 Machinists find the calculator and technical charts provide a fast and efficient workflow for daily tasks (top praise) > **TL;DR:** Machinist Tool is a productivity app by Allied Machine & Engineering Corp., rated 4.34/5 by 30 users, with Mixed user sentiment (45/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Machinist Tool shows Mixed sentiment (4.34/5 from 30 reviews) - users praise machinists find the calculator and technical charts provide a fast and efficient workflow for daily tasks but report issues with the engineering hotline button obscures critical results and input fields on smaller screen devices. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.34/5 (30 reviews) | | **User Mood** | Mixed | | **Category** | Productivity | | **Developer** | Allied Machine & Engineering Corp. | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | Low (0.35/1.0) | | **Data Age** | 33d | ## Metadata & Market Performance - **Publisher:** Allied Machine & Engineering Corp. - **Category:** Productivity - **Target Audience:** Machinists and engineers requiring technical support and product selection tools for holemaking and finishing applications. - **Platforms:** iOS & Android - **Version Reviewed:** 1.3.4 - **Report Date:** 2026-10-06 - **Signal Count:** 9 reviews analyzed - **Confidence:** Low (0.35/1.0) - **App Store ID (iOS):** 1441141582 - **Bundle ID:** AMEC.Machinist-Tool - **Google Play ID:** com.alliedmachine.www.machinisttool - **Data Window:** Analysis based on signals collected up to 2026-10-06 ## Executive Snapshot **What it is:** Machinist Tool is a technical utility app for machinists and engineers, providing holemaking calculators and product selection tools on iOS and Android. **Why users hire it:** The app removes the friction of manual parameter conversion and technical lookup, serving as a direct support channel for Allied Machine & Engineering hardware. ## App DNA (Features & Intent) - **[Standard] Cutting Tool Parameter Converter:** Calculates and converts tool parameters for machine inputs. - **[Differentiator] Boring Insert Selector:** Guided selection tool for identifying specific boring inserts. * *User Intent:* Users need clear guidance to understand and adopt the product quickly. - **[Differentiator] Engineering Helpline:** One-touch phone access to application engineers. ## Market Position {#market-position} Machinist Tool holds a niche position in the Productivity category, maintaining a 4.17 rating across 30 total ratings. The lack of updates since 2019 signals that the app is a legacy support tool rather than a growth-focused product. ## Monetization Strategy - **Model:** Free - **Tiers:** Fully free utility - **Analysis:** The app operates as a free B2B utility to support the hardware sales funnel. ## 馃煛 User Sentiment (Low Confidence: 9 of 9 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.34/5 - **Platform Split:** iOS 4.2/5 (6 ratings) | Android 4.4/5 (24 ratings) - **Overall Sentiment:** Mixed ### Top Praises - **Machinists find the calculator and technical charts provide a fast and efficient workflow for daily tasks** - **The interface is described as simple and intuitive for users performing standard technical calculations** ### Top Complaints (Impact Areas) - **The engineering hotline button obscures critical results and input fields on smaller screen devices** ## SWOT Analysis {#swot} **Core Strengths:** - Direct engineering helpline integration shortens technical sales cycles - Specialized holemaking calculators create high switching costs for hardware users **Growth Levers:** - Adding direct unit conversion shortcuts would address the top user request ## What's New - **Latest (v1.3.1, 7 years ago):** Introduced a material cross-reference chart, expanded language support, and added a direct link to the resources application. ## App Momentum (Zombie) {#momentum} - Dormant development since July 2019. - No feature updates in 7 years. > **Cadence:** 2 total versions 路 1 majors in last 6 months 路 2651 days since last update 路 36 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Machinist Tool is a productivity app that is completely free. With a 4.34/5 rating from 30 reviews, it shows mixed user reception. > **Bottom Line:** Addressing the UI layout obstructions would restore the technical utility that experienced machinists rely on, preventing further sentiment decline. Maintaining this tool as a functional support channel is essential to protect the Allied Machine hardware sales funnel. **Best for:** Machinists and engineers requiring technical support and product selection tools for holemaking and finishing applications. ### PM Action Plan (Next Best Moves) - [ ] [MAINTAIN] Reposition the engineering hotline button because it obscures critical calculator results -> restore utility ### Outlook: Declining The technical utility market is consolidating around apps with frequent update cadences and modern UI standards. Machinist Tool remains exposed due to its seven-year development gap, which will likely lead to further churn as users migrate to more responsive, updated alternatives. - 馃敶 The seven-year development gap indicates a lack of active investment, which erodes user trust in the app's long-term viability. - 馃敶 Persistent UI obstructions on smaller screens continue to block core functionality, driving negative sentiment and reducing the app's daily utility. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.34/5 | | Total Reviews | 30 | | Sentiment | Mixed (45/100) | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Machinist Tool** (this app) | 4.34/5 | Mixed | Allied Machine & Engineering Corp. | | [HitWave](https://marlvel.ai/apps/ciendor-applications-hitwave) | 2.5/5 | Mixed | Ciendor Holdings Corp. LTD | | [VPN 360: Fast & Secure Proxy](https://marlvel.ai/apps/co-infinitysoft-vpn360) | 4.5/5 | Mixed | Pango GmbH | | [VPN - Super Unlimited Proxy](https://marlvel.ai/apps/vpn-super-unlimited-proxy) | 4.7/5 | Thrilled | Mobile Jump Pte Ltd | | [ChatGPT](https://marlvel.ai/apps/chatgpt) | 4.8/5 | n/a | OpenAI OpCo, LLC | | [Clean Swell](https://marlvel.ai/apps/clean-swell) | 3.9/5 | n/a | Ocean Conservancy | ## Company Profile - **Developer:** Allied Machine & Engineering Corp. ## Data Sources & Links - **App Store ID:** 1441141582 - **Google Play ID:** com.alliedmachine.www.machinisttool - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*HitWave*](https://marlvel.ai/apps/ciendor-applications-hitwave) (Ciendor Holdings Corp. LTD) 路 2.5/5 Rating - [*VPN 360: Fast & Secure Proxy*](https://marlvel.ai/apps/co-infinitysoft-vpn360) (Pango GmbH) 路 4.5/5 Rating - [*VPN - Super Unlimited Proxy*](https://marlvel.ai/apps/vpn-super-unlimited-proxy) (Mobile Jump Pte Ltd) 路 4.7/5 Rating | Excellent Sentiment - [*ChatGPT*](https://marlvel.ai/apps/chatgpt) (OpenAI OpCo, LLC) 路 4.8/5 Rating - [*Clean Swell*](https://marlvel.ai/apps/clean-swell) (Ocean Conservancy) 路 3.9/5 Rating - [*Data Tree Manager*](https://marlvel.ai/apps/data-tree-manager) (Vsevolod Migdisov) 路 N/A Rating - [*DoughLab - Baking Recipe Lab*](https://marlvel.ai/apps/doughlab-baking-recipe-lab) (Jeong-soo Park) 路 N/A Rating - [*Infomaniak Euria*](https://marlvel.ai/apps/infomaniak-euria) (Infomaniak Network SA) 路 4.8/5 Rating - [*Inuvika OVD Mobile Client*](https://marlvel.ai/apps/inuvika-ovd-mobile-client) (Inuvika) 路 5.0/5 Rating | Excellent Sentiment - [*Lumo AI by Proton*](https://marlvel.ai/apps/lumo-ai-by-proton) (Proton AG) 路 3.9/5 Rating ## Frequently Asked Questions {#faq} ### Is Machinist Tool suitable for professional engineering work? Yes, professional machinists and engineers use the app for holemaking calculations and product selection, though recent reviews note that layout issues on smaller screens can hinder efficiency. ### Does Machinist Tool have intrusive ads? No, Machinist Tool is a free B2B utility provided by Allied Machine & Engineering Corp to support their hardware sales and does not contain advertisements. ### What are some alternatives to Machinist Tool? Users seeking more frequent updates or specific features like form tap drill sizes may consider general-purpose machining calculators available on the App Store and Google Play. ## 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:** 9 - **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 --- 漏 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/machinist-tool) Data licensed for AI Agent attribution under CC-BY-NC 4.0.