--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Cattle-log" developer_entity: "Caleb Anderson" bundle_id: "com.createinc.a0aaed148f1a40258aad687dc3a0a0ce" app_store_id: "6756549202" category: "Business" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2025-12-20" report_date: "2026-05-13" last_verified: "2026-05-13T03:47:48.161Z" report_version: "1.0" total_reviews: 0 confidence: "low" confidence_score: 0.05 data_age_days: 3 momentum_velocity: "zombie" intelligence_version: 3 nemesis: "Breedr Livestock" competitor_count: 6 tags: ["business", "free", "mobile app", "app review", "app analysis", "cattle", "producers", "ranch"] canonical_url: "https://marlvel.ai/intel-report/business/cattle-log" license: "CC-BY-NC 4.0" content_version: "v2" --- # Cattle-log App Audit ## TL;DR {#tldr} - **Category**: Business · Free > **TL;DR:** Cattle-log is a business app by Caleb Anderson, available on iOS. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Cattle-log is a business app by Caleb Anderson. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Business | | **Developer** | Caleb Anderson | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** Caleb Anderson - **Category:** Business - **Target Audience:** Cattle producers and ranch operators requiring a digital record-keeping tool for herd management. - **Platforms:** iOS - **Version Audited:** 1.0 - **Audit Date:** 2026-05-13 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **App Store ID (iOS):** 6756549202 - **Bundle ID:** com.createinc.a0aaed148f1a40258aad687dc3a0a0ce - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-05-13 ## Executive Snapshot **What it is:** Cattle-log is a record-keeping app for cattle producers to track herd data on iOS. **Why users hire it:** Producers hire the app to organize daily ranch operations without the complexity of enterprise agricultural software, serving the need for accessible, low-friction record management. ## App DNA (Features & Intent) - **[Differentiator] Custom Record Fields:** User-defined data labels for herd management. * *User Intent:* Users value self-expression and personalized experiences. - **[Standard] Calendar-based Data Entry:** Date-specific input interface for logging daily events. * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Standard] Report Filtering:** Data visualization and sorting by record type. * *User Intent:* Users want to quickly find relevant content or features. ## Market Position {#market-position} Cattle-log operates in the Business category as a free tool for cattle producers. The lack of a paid tier or IAP suggests a focus on user acquisition over immediate revenue generation. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The app is currently listed as free with no observable IAP or subscription gates. ## SWOT Analysis {#swot} **Core Strengths:** - Flexible custom fields enable personalized herd management - Simplified UX reduces the learning curve for small-scale producers **Critical Frictions:** - No cloud-sync functionality limits data accessibility - Manual entry requirement creates high friction compared to hardware-integrated rivals **Growth Levers:** - Potential for B2B partnerships with local feed or veterinary suppliers - Expansion into wearable health-monitoring data integration **Market Threats:** - Breedr's hardware-integrated ecosystem creates a high switching barrier - Professional-grade competitors are moving down-market into the small-herd segment ## Recent Changes (v2 → v3) {#recent-changes} The report reflects a sharpened focus on the competitive threat posed by hardware-integrated livestock platforms, moving away from the previous focus on Herdwatch. **Overall trend**: Mixed **Compared at**: 2026-05-13 ### High-impact changes - **[Shifted] Primary Nemesis Pivot** (positioning) — The primary competitive nemesis shifted from Herdwatch to Breedr Livestock, emphasizing the threat of hardware-integrated ecosystems. - **[Added] Cloud-Sync Weakness** (swot) — Added 'No cloud-sync functionality' as a core weakness, citing it as a high-friction barrier compared to hardware-integrated rivals. ### Medium-impact changes - **[Added] Expanded Feature Gaps** (features) — Added specific gaps for Bluetooth hardware integration, interactive farm mapping, and cloud-sync/multi-device access. - **[Shifted] Threat Landscape Update** (swot) — Replaced the threat of Herdwatch regulatory reporting with the threat of Breedr's hardware-integrated ecosystem and professional competitors moving down-market. ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Cattle-log vs Breedr Livestock — Head to Head - **[Breedr Livestock](https://marlvel.ai/intel-report/productivity/breedr-livestock)** by Breedr Limited: Breedr competes directly for the professional cattle producer's workflow by offering advanced data-driven livestock management that mirrors Cattle-log's core record-keeping mission. - **Key differences:** - Integrates directly with Bluetooth hardware for real-time weight tracking and chute-side data entry efficiency. - Provides advanced analytics for connected beef programs, moving beyond simple record-keeping into financial performance optimization. - Leverages a mature ecosystem of livestock data that creates high switching costs for professional ranch operators. - **Where Cattle-log wins:** - ✅ Offers a lower barrier to entry for small-scale producers who find enterprise-grade software overly complex. - ✅ Focuses on a simplified, flexible UX that avoids the steep learning curve of hardware-integrated platforms. - **Where Breedr Livestock wins:** - ❌ Deep integration with physical weighing hardware provides automated data accuracy that manual apps cannot match. - ❌ Established market presence and beef program connectivity offer tangible ROI for large-scale commercial operations. - **Verdict:** Cattle-log should double down on its 'simple and flexible' positioning to capture the hobbyist and small-herd market while avoiding a direct feature war with Breedr's hardware-heavy ecosystem. ### Peers (What They Do Better) - **[HammerTech Mobile](https://marlvel.ai/intel-report/business/hammertech-mobile)** by HammerTech: HammerTech competes in the business category by providing safety and operational compliance tools that share the same mobile-first field data entry use case. - Integrates safety observation and pre-task planning modules that prioritize regulatory compliance over general record-keeping. - Utilizes proprietary intelligence features to flag operational risks before they impact the broader business workflow. - **[AgriWebb](https://marlvel.ai/intel-report/productivity/agriwebb)** by AgriWebb: AgriWebb is a direct functional competitor in the agricultural sector, providing comprehensive farm management tools including mapping and offline access. - Includes an interactive farm map feature that provides spatial context for livestock management and grazing rotation. - Supports unlimited user access, facilitating team-based management across larger agricultural operations and family-run farms. - **[Inspect Cloud](https://marlvel.ai/intel-report/productivity/inspect-cloud)** by Cloud Advantage Services: This app competes by offering specialized inspection and reporting tools that overlap with the record-keeping requirements of cattle producers. - Provides side-by-side move-in and move-out reporting templates that simplify complex property or asset inspections. - Focuses on customizable inspection workflows that offer more granular reporting than Cattle-log's general record-keeping. - **[Joblogic](https://marlvel.ai/intel-report/productivity/joblogic)** by JobLogic LTD: Joblogic targets the same operational management space by providing digital forms and service tracking for field-based businesses. - Features a robust real-time service management interface designed for complex field-service scheduling and dispatching. - Utilizes bespoke digital forms that allow for highly specific data collection beyond standard livestock records. ### New Kids on the Block (What's Innovative) - **[TSheets](https://marlvel.ai/intel-report/productivity/tsheets)** by claus Mugabe: TSheets enters the productivity space with a focus on time and job tracking, which may appeal to producers managing labor-intensive operations. - Streamlines labor management through automated shift tracking and professional PDF timesheet exports for payroll purposes. ## App Momentum (Zombie) {#momentum} - Released initial version in Dec 2025. > **Cadence:** 1 total versions · 0 majors in last 6 months · 144 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Cattle-log is an established business app that is completely free. > **Bottom Line:** Cattle-log wins on simplicity for small-herd producers, but the lack of cloud-sync and monetization leaves it vulnerable to hardware-integrated rivals, so the PM should prioritize cloud-sync to defend the user base. **Best for:** Cattle producers and ranch operators requiring a digital record-keeping tool for herd management. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] [HIGH IMPACT] Ship cloud-sync because manual-only entry limits data accessibility → increase user retention. — *Lack of cloud-sync is a primary weakness compared to competitors like AgriWebb.* _(trade-off: deprioritize Pause the development of new custom report templates — cloud-sync is a higher-priority retention blocker.)_ ### Feature Gaps vs Competitors - Bluetooth hardware integration (available in Breedr Livestock but absent here) - Interactive farm mapping (available in AgriWebb but absent here) - Cloud-sync and multi-device access (available in AgriWebb but absent here) ### Outlook: Stable The agricultural management market is consolidating around hardware-integrated platforms that offer automated data accuracy. Cattle-log remains exposed to these competitors unless it develops a clear path for data-syncing or hardware connectivity. - ⚪ The app launched recently with a focus on manual record-keeping, establishing a baseline for future feature expansion. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Cattle-log** (this app) | N/A/5 | N/A | Caleb Anderson | | [AgriWebb](https://marlvel.ai/intel-report/productivity/agriwebb) | 4.2/5 | N/A | AgriWebb | | [HammerTech Mobile](https://marlvel.ai/intel-report/business/hammertech-mobile) | 3.6/5 | N/A | HammerTech | | [Inspect Cloud](https://marlvel.ai/intel-report/productivity/inspect-cloud) | 4.3/5 | Mixed | Cloud Advantage Services | | [Joblogic](https://marlvel.ai/intel-report/productivity/joblogic) | 5.0/5 | N/A | JobLogic LTD | | [TSheets](https://marlvel.ai/intel-report/productivity/tsheets) | N/A/5 | N/A | claus Mugabe | ## Company Profile - **Developer:** Caleb Anderson ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/cattle-log/id6756549202?uo=4) - **Sources:** App store metadata. ## Related Intel Reports - [*AgriWebb*](https://marlvel.ai/intel-report/productivity/agriwebb) (AgriWebb) — 4.2/5 Rating | N/A Sentiment - [*HammerTech Mobile*](https://marlvel.ai/intel-report/business/hammertech-mobile) (HammerTech) — 3.6/5 Rating | N/A Sentiment - [*Inspect Cloud*](https://marlvel.ai/intel-report/productivity/inspect-cloud) (Cloud Advantage Services) — 4.3/5 Rating | Mixed Sentiment - [*Joblogic*](https://marlvel.ai/intel-report/productivity/joblogic) (JobLogic LTD) — 5.0/5 Rating | N/A Sentiment - [*TSheets*](https://marlvel.ai/intel-report/productivity/tsheets) (claus Mugabe) — N/A Rating | N/A Sentiment - [*Breedr Livestock*](https://marlvel.ai/intel-report/productivity/breedr-livestock) (Breedr Limited) — 4.9/5 Rating | N/A Sentiment - [*Groupon Merchant*](https://marlvel.ai/intel-report/business/groupon-merchant) (Groupon, Inc.) — 3.0/5 Rating | Mixed Sentiment - [*Daily One Notes-Diary Notebook*](https://marlvel.ai/intel-report/business/daily-one-notes-diary-notebook) (永文 胡) — N/A Rating | N/A Sentiment - [*Customer Management - Contacts*](https://marlvel.ai/intel-report/business/customer-management-contacts) (永文 胡) — 4.3/5 Rating | N/A Sentiment - [*AA Crew Check In*](https://marlvel.ai/intel-report/business/aa-crew-check-in) (American Airlines) — 1.6/5 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:** 0 - **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/business/cattle-log) Data licensed for AI Agent attribution under CC-BY-NC 4.0.