--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "MSUES Cattle Calculator" developer_entity: "Mississippi State University Extension Service" bundle_id: "edu.msstate.ext.Cattle-Calc" app_store_id: "766026898" category: "Education" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2023-03-15" report_date: "2026-06-16" last_verified: "2026-06-16T07:32:07.210Z" report_version: "3.4.0" total_reviews: 4 overall_rating: 4.75 confidence: "low" confidence_score: 0.05 data_age_days: 15 momentum_velocity: "zombie" intelligence_version: 3 nemesis: "FeedMixer" competitor_count: 4 tags: ["education", "free", "mobile app", "app review", "app analysis", "cattle", "producers", "requiring"] canonical_url: "https://marlvel.ai/intel-report/education/msues-cattle-calculator" license: "CC-BY-NC 4.0" content_version: "v2" --- # MSUES Cattle Calculator App Audit ## TL;DR {#tldr} - **Category**: Education · Free - **Signal**: Rating 4.75 > **TL;DR:** MSUES Cattle Calculator is a education app by Mississippi State University Extension Service, rated 4.75/5 by 4 users, available on iOS. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** MSUES Cattle Calculator is a education app by Mississippi State University Extension Service. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.75/5 (4 reviews) | | **Category** | Education | | **Developer** | Mississippi State University Extension Service | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** Mississippi State University Extension Service - **Category:** Education - **Target Audience:** Beef cattle producers requiring quick, field-ready calculations for reproductive management and animal performance. - **Platforms:** iOS - **Version Audited:** 3.4.0 - **Audit Date:** 2026-06-16 - **Signal Count:** 3 reviews analyzed - **Confidence:** Low (0.05/1.0) - **App Store ID (iOS):** 766026898 - **Bundle ID:** edu.msstate.ext.Cattle-Calc - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-06-16 ## Executive Snapshot **What it is:** The MSUES Cattle Calculator is a free utility for beef cattle producers to perform reproductive, performance, and management calculations on iOS. **Why users hire it:** Producers hire the app to replace manual field calculations with research-backed, quick-reference tools, reducing the risk of management errors in herd operations. ## App DNA (Features & Intent) - **[Standard] Reproductive Management Calculator:** Calculates calving dates, breeding dates, and pregnancy duration based on user-input dates * *User Intent:* Users seek enhanced value through premium features. - **[Standard] Animal Performance Metrics:** Computes adjusted birth, weaning, and yearling weights plus average daily gain requirements * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Differentiator] Management Decision Tools:** Calculates medicine dosages based on animal weight, frame scores, trailer stocking density, and yield grades * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. ## Market Position {#market-position} The app maintains a 4.75 rating across 4 total ratings, reflecting a stable but low-velocity user base. The lack of updates since March 2023 indicates a static position in the education category. ## Monetization Strategy - **Model:** Free - **Tiers:** Free access to all calculation tools - **Analysis:** The app operates as a free utility provided by an educational institution with no monetization gates. ## SWOT Analysis {#swot} **Core Strengths:** - Research-backed calculation logic provides high trust for beef producers - Specialized focus on reproductive management ensures high utility for the core segment **Critical Frictions:** - No feature updates since March 2023 - Limited utility compared to broader agricultural platforms - No cloud-sync or data-export functionality **Growth Levers:** - Integrate nutritional or feed-related calculators to capture broader workflows - Add regional environment adjustment features to increase field-level relevance **Market Threats:** - FeedMixer’s active development cadence - Broader agricultural apps consolidating multiple farming disciplines - Lack of maintenance risking user attrition to more modern interfaces ## Recent Changes (v2 → v3) {#recent-changes} The app remains in a maintenance-only state, but the competitive benchmarking has shifted from general herd management suites to specialized nutritional and operational calculators. **Overall trend**: Stable **Compared at**: 2026-06-16 ### High-impact changes - **[Added] New competitive threats and functional weaknesses** (swot) — Added FeedMixer as a primary threat and identified the lack of cloud-sync and data-export as specific product weaknesses. - **[Shifted] Competitive landscape realignment** (positioning) — Replaced Livestocked and Herdwatch with FeedMixer and AGRIMATHS as the primary competitive benchmarks. ### Medium-impact changes - **[Shifted] Strategic outlook adjustment** (positioning) — Outlook trend shifted from 'mixed' to 'stable', reflecting a recognition of the app's role as a static reference tool. - **[Shifted] Product roadmap pivot** (positioning) — PM action items shifted from auditing the calculation engine to integrating nutritional calculators to defend against FeedMixer. ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### MSUES Cattle Calculator vs FeedMixer — Head to Head - **[FeedMixer](https://marlvel.ai/intel-report/education/feedmixer)** by World Poultry Foundation: Both apps serve the agricultural production sector by providing specialized calculators that assist producers in making daily operational management decisions. - **Key differences:** - Offers advanced custom feed formulation tools that directly impact livestock nutrition and operational cost efficiency. - Provides breed and age-specific guidance which offers more granular management insights than general cattle calculators. - Includes local environment adjustment features that help producers tailor their management strategies to specific regional climates. - **Where MSUES Cattle Calculator wins:** - ✅ Focuses specifically on cattle reproductive management, providing more depth for beef producers than general livestock tools. - ✅ Maintains a higher user rating, suggesting superior UI/UX and reliability for the core cattle-specific user base. - **Where FeedMixer wins:** - ❌ Includes sophisticated feed formulation logic that addresses a critical, high-frequency operational pain point for producers. - ❌ Offers broader utility by incorporating environmental variables that influence livestock performance beyond simple reproductive dates. - **Verdict:** The target should prioritize adding nutritional or feed-related calculators to capture the broader operational workflow currently dominated by FeedMixer. ### Contenders (Strong Challengers) - **[AGRIMATHS](https://marlvel.ai/intel-report/education/agrimaths)** by JABATAN DIGITAL NEGARA (JDN): AGRIMATHS competes by offering a broad suite of agricultural calculation tools that overlap with the utility-focused nature of the MSUES Cattle Calculator. - Features a comprehensive agricultural calculation suite that covers multiple farming disciplines beyond just beef cattle production. - Includes dedicated resource management modules that assist with broader farm-level planning rather than just animal-specific metrics. ### Peers (What They Do Better) - **[Engineering HandBook](https://marlvel.ai/intel-report/education/engineering-handbook)** by Raghu Srinivas: It serves as a functional reference tool for technical calculations, mirroring the utility-first approach of the MSUES Cattle Calculator. - Provides a massive library of engineering formulas and unit conversions applicable to general technical and mechanical work. - Includes material classification and specific standards data that cater to a broader, non-agricultural technical professional audience. - **[WAVE: Wheat Variety Trials](https://marlvel.ai/intel-report/reference/wave-wheat-variety-trials)** by University of Idaho: This app shares the same academic-extension service DNA, providing research-backed data to producers for better decision-making. - Aggregates regional variety testing data, providing a research-heavy reference tool for crop-specific agricultural planning. - Focuses on long-term variety performance metrics rather than the immediate, daily operational calculations found in cattle management. ## What's New - **Latest (v3.4.0, 3 years ago):** Updated for iOS and iPadOS compatibility. ## App Momentum (Zombie) {#momentum} - No feature updates since March 2023. - Maintains stable 4.75 rating. > **Cadence:** 1 total versions · 0 majors in last 6 months · 1188 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} MSUES Cattle Calculator is an established education app that is completely free. With a 4.75/5 rating from 4 reviews, it shows polarized user reception. > **Bottom Line:** The MSUES Cattle Calculator provides essential, research-backed utility for beef producers, but its lack of updates since 2023 leaves it exposed to more comprehensive competitors, so the team must pivot toward integrating nutritional tools to defend its market position. **Best for:** Beef cattle producers requiring quick, field-ready calculations for reproductive management and animal performance. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] [HIGH IMPACT] Ship nutritional calculators because FeedMixer uses them to capture broader workflows → increase user session frequency. — *FeedMixer's feed formulation logic addresses a critical pain point missing in the current feature set.* _(trade-off: deprioritize Pause the UI refresh of the reproductive calculator — core logic is stable and functional.)_ ### Feature Gaps vs Competitors - Custom feed formulation tools (available in FeedMixer) - Local environment adjustment features (available in FeedMixer) - Broader farm-level resource management modules (available in AGRIMATHS) ### Outlook: Stable The agricultural utility market is consolidating around apps that integrate multiple operational workflows, making single-purpose tools like the MSUES Cattle Calculator increasingly peripheral. The team must transition from maintenance to active development to prevent user migration to more comprehensive platforms. - 🔴 The lack of updates since March 2023 indicates a maintenance-only posture, which limits the app's ability to compete with active, feature-rich rivals. - ⚪ The high 4.75 rating suggests the current feature set satisfies the core user base, providing a stable foundation for potential future feature expansion. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.75/5 | | Total Reviews | 4 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **MSUES Cattle Calculator** (this app) | 4.75/5 | N/A | Mississippi State University Extension Service | | [WAVE: Wheat Variety Trials](https://marlvel.ai/intel-report/reference/wave-wheat-variety-trials) | N/A/5 | N/A | University of Idaho | | [FeedMixer](https://marlvel.ai/intel-report/education/feedmixer) | 3.7/5 | N/A | World Poultry Foundation | | [AGRIMATHS](https://marlvel.ai/intel-report/education/agrimaths) | N/A/5 | N/A | JABATAN DIGITAL NEGARA (JDN) | | [Engineering HandBook](https://marlvel.ai/intel-report/education/engineering-handbook) | 4.0/5 | N/A | Raghu Srinivas | | [Flash Cards Flashcards Maker](https://marlvel.ai/intel-report/education/flash-cards-flashcards-maker) | 4.0/5 | Mixed | Infinite Wave Media, LLC | ## Company Profile - **Developer:** Mississippi State University Extension Service ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/msues-cattle-calculator/id766026898?uo=4) - **Sources:** App store metadata. ## Related Intel Reports - [*WAVE: Wheat Variety Trials*](https://marlvel.ai/intel-report/reference/wave-wheat-variety-trials) (University of Idaho) — N/A Rating | N/A Sentiment - [*FeedMixer*](https://marlvel.ai/intel-report/education/feedmixer) (World Poultry Foundation) — 3.7/5 Rating | N/A Sentiment - [*AGRIMATHS*](https://marlvel.ai/intel-report/education/agrimaths) (JABATAN DIGITAL NEGARA (JDN)) — N/A Rating | N/A Sentiment - [*Engineering HandBook*](https://marlvel.ai/intel-report/education/engineering-handbook) (Raghu Srinivas) — 4.0/5 Rating | N/A Sentiment - [*Flash Cards Flashcards Maker*](https://marlvel.ai/intel-report/education/flash-cards-flashcards-maker) (Infinite Wave Media, LLC) — 4.0/5 Rating | Mixed Sentiment - [*Elevate - Brain Training Games*](https://marlvel.ai/intel-report/education/elevate-brain-training-games) (The Mind Company) — 4.7/5 Rating | Positive Sentiment - [*Flashcards maker - AI generate*](https://marlvel.ai/intel-report/education/flashcards-maker-ai-generate) (Teleprompter LLC) — 4.1/5 Rating | Mixed Sentiment - [*Flashcards Deluxe*](https://marlvel.ai/intel-report/education/flashcards-deluxe) (OrangeOrApple.com) — 4.5/5 Rating | N/A Sentiment - [*AlgoApp - Flashcards*](https://marlvel.ai/intel-report/education/algoapp-flashcards) (AlgoApp Inc) — 4.6/5 Rating | Positive Sentiment - [*Peak - Brain Training*](https://marlvel.ai/intel-report/education/peak-brain-training) (Synaptic Labs) — 4.7/5 Rating | N/A Sentiment ## 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 and evidence quoting. 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:** 0.05/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 3 - **Data Sources:** 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:** 0 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/education/msues-cattle-calculator) Data licensed for AI Agent attribution under CC-BY-NC 4.0.