Report updated May 13, 2026

TL;DR:Cattle-log targets the small-herd ranching market by prioritizing flexible, manual record-keeping over the hardware-heavy automation found in enterprise-grade platforms. 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..|TL;DR:Cattle-log targets the small-herd ranching market by prioritizing flexible, manual record-keeping over the hardware-heavy automation found in enterprise-grade platforms. 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..
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Cattle-log is an established business app that is completely free.

What is Cattle-log?

Cattle-log is a record-keeping app for cattle producers to track herd data on iOS.

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.

Current Momentum

v1.0 · 4mo ago

Zombie
  • Released initial version in Dec 2025.
AI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

Active Nemesis

Breedr Livestock

Breedr Livestock

By Breedr

Other Rivals

HammerTech Mobile
AgriWebb
Inspect Cloud
Joblogic
TSheets

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Business

No ranking data

Rating Pulse 🇺🇸

Gathering signals...

What makes this app unique?

How Is The App's Momentum Right Now?

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What Are The Key Features?

Custom Record FieldsDifferentiator

User-defined data labels for herd management.

Calendar-based Data EntryStandard

Date-specific input interface for logging daily events.

Report FilteringStandard

Data visualization and sorting by record type.

How much does it cost?

Free
  • Free

The app is currently listed as free with no observable IAP or subscription gates.

Who Built It?

Business

Enrichment in progress

Publisher profile available very soon

What other apps does Caleb Anderson make?

What do users think recently?

Analysis in progress, available soon

What is the competitive landscape for Cattle-log?

How's The Business Market?

Market outlook for this category

Available very soon

The rivals identified

The Nemesis

Head to Head

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.

What sets Cattle-log apart

  • 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.

What's Breedr Livestock's Edge

  • 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.

Peers

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.

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.

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.

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

Streamlines labor management through automated shift tracking and professional PDF timesheet exports for payroll purposes.

The outtake for Cattle-log

Strengths to defend, gaps to attack

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

What are the next best moves?

highInvest

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: Pause the development of new custom report templates — cloud-sync is a higher-priority retention blocker.

A counter-intuitive read

The app's lack of monetization is a strategic advantage for capturing the hobbyist market, as it avoids the high-cost barrier that drives users toward spreadsheet-based workarounds.

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)

Key Takeaways

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.

Where Is It Heading?

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.

Disclosure

Independent intel to help builders create better apps.

AI-powered analysis with editorial review, built from publicly available sources. See methodology.

Marlvel.ai is not affiliated with, endorsed by, or sponsored by Cattle-log, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

Hope this helps & keep building! · Found an error?

What's new in this report

The report reflects a sharpened focus on the competitive threat posed by hardware-integrated livestock platforms, moving away from the previous focus on Herdwatch.

shifted

Primary Nemesis Pivot

added

Cloud-Sync Weakness

added

Expanded Feature Gaps

shifted

Threat Landscape Update

Cite this report

Marlvel.ai. “Cattle-log Intelligence Report.” Updated May 13, 2026. https://marlvel.ai/intel-report/business/cattle-log

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