GrazeMate

Visibility16

Vibe86

Businesses/Agricultural Technology/GrazeMate

AI Visibility & Sentiment

GrazeMate

GrazeMate provides AI-powered drone technology for cattle ranchers, enabling autonomous herd monitoring, mustering, and pasture management. Their system allows ranchers to move and track cattle in minutes rather than hours, all controlled through a mobile app.

Active Monitoring

grazemate.com

Agricultural Technology YC25-26

AI Visibility Score

16/100

Invisible

Sentiment Score

86/100

AI Perception

Summary

GrazeMate is currently a ghost in the primary AI-driven AgTech conversation, remaining completely invisible on ChatGPT and Gemini while legacy competitors like Vence and Allflex dominate the narrative. However, the brand shows a powerful spark of influence within the Regenerative Grazing niche on Claude, proving that its value proposition resonates deeply when targeted at sophisticated, sustainability-minded practitioners.

Value Proposition

Move cattle in 3 clicks instead of 3 hours with AI-powered drones that autonomously muster herds, monitor pastures, and track livestock health - reducing mustering costs by roughly half while minimizing cattle stress

Overview

Mission

Helping ranchers move and monitor cattle with a faster, lower-stress approach that allows them to farm the way they've always wanted

Products & Services

AI drone cattle mustering systemReal-time herd monitoring and trackingPasture quality and quantity analysisCattle weight estimation from aerial sensorsMobile app for farm management

Agent Breakdown

AI Platforms

How often do different AI platforms reference GrazeMate?

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Conversation Analysis

Topics

What conversations is GrazeMate included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend GrazeMate to, and when?

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Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPT

Claude

Gemini

AI Overviews

Labor Reduction & Operations(2 queries)

“how can i spend less time mustering cattle on a big ranch”

0/4 platforms mentioned

ChatGPT

1.Tru-Test

2.Gallagher

3.Polaris Ranger

4.Yamaha Wolverine

5.Can-Am Defender

+17 more

Claude

1.DJI Agras

2.Vexus

3.Quantified AG

Gemini

1.Ceres Tag

2.Digitanimal

3.Farmbot

4.Gasbot

5.DJI Mavic 3 Multispectral

+7 more

AI Overviews

1.American Hereford Association

2.Grandin.com

3.Corral Technologies

4.701x

5.RMIT University

+1 more

“best way to move cattle without hiring a full crew, any tech for this?”

0/4 platforms mentioned

ChatGPT

1.eShepherd

2.Agersens

3.Halter

4.DJI Matrice 300 RTK

5.Autel Evo II/Max

+7 more

Claude

1.Halter

Gemini

1.Gallagher

2.Allflex

3.Halter

4.eShepherd

5.Agersens

+10 more

AI Overviews

1.Vence

2.Halter

3.MDPI

4.Bud Box

5.Arrowquip

Precision Livestock & Pasture Monitoring(1 query)

“best tools for tracking cattle health and location in real time”

0/4 platforms mentioned

ChatGPT

1.Allflex

2.SCR SenseHub

3.Allflex Livestock Intelligence

4.Smartbow

5.HerdDogg

+18 more

Claude

1.Allflex Livestock Intelligence

2.Vence

3.Cattle Guardian

4.Quantified Ag

5.Anixter SmartCattle

+3 more

Gemini

1.Ceres Tag

2.7Bulls

3.Halter

4.Vence

5.Merck Animal Health

+11 more

AI Overviews

1.Inpixon

2.CowManager

3.CERES TAG

4.LoneStar Tracking

5.GSatSolar

+9 more

Evaluating Livestock Tech Options(1 query)

“most reliable cattle tracking and mustering systems for 2026”

0/4 platforms mentioned

ChatGPT

1.Allflex

2.Datamars

3.HerdManager

4.SenseHub

5.Tru-Test

+17 more

Claude

1.Vence

2.Allflex Livestock Intelligence

3.Zoetis Herd Navigator

4.Ceres Tag

5.Cass Rural Innovations

+5 more

Gemini

1.Ceres Tag

2.Globalstar

3.701x

4.Digitanimal

5.Sigfox

+15 more

AI Overviews

1.CattleMax

2.Gallagher

3.AgriWebb

4.Cattlytics

5.Herdwatch

Smart Farm Infrastructure Planning(1 query)

“help me build a tech stack for a modern cattle ranch”

0/4 platforms mentioned

ChatGPT

1.Starlink

2.SpaceX

3.HughesNet

4.Viasat

5.Cradlepoint

+85 more

Claude

1.Allflex

2.Rafter

3.MOO-ve

4.Trimble Agriculture

5.HerdDogg

+21 more

Gemini

1.Starlink

2.SpaceX

3.LoRaWAN

4.Kerlink

5.Multitech

+20 more

AI Overviews

1.CattleMax

2.Farmbrite

3.CowboySmart

4.AllyNav

5.Vence

+8 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Secured a 25% mention rate and a premium #2 average position among Regenerative Grazing Consultants.

Strength

Maintains strong brand-name recognition, ranking #1 across all AI platforms when users search for GrazeMate specifically.

Strength

High-performance visibility on Claude for specific high-intent queries regarding reliable cattle tracking systems for 2026.

Gap

Total absence from the 'Legacy Station Owner' persona, failing to capture the most traditional segment of the market.

Gap

Zero visibility on ChatGPT and Gemini, the two most-used AI tools for operational decision-making.

Gap

Significant missed opportunities in 'Labor Reduction & Operations' queries, where AI Overviews are currently favoring competitors for mustering and labor-saving solutions.

Opportunity

Expand the brand's niche success in regenerative grazing into broader 'Smart Farm Infrastructure' narratives to capture a larger share of the precision ag market.

Opportunity

Disrupt the dominance of Vence and Allflex by positioning GrazeMate as the leading solution for labor-strapped ranches seeking to automate mustering.

Opportunity

Optimize technical documentation and case studies to trigger mentions in 'tech stack' planning queries where the brand is currently ignored.

Technical Health

Site Health for AI Visibility

How well GrazeMate's website is optimized for AI agent discovery and comprehension.

76/100

8 passed 2 warnings 5 issues

Audited 2/27/2026

Crawlability93

Can AI bots find your pages?

Technical80

SSL, mobile, doctype basics

On-Page SEO58

Titles, descriptions, headings

Content Quality55

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG77

Open Graph, Twitter cards

AI Readability85

How well AI can parse your content

Critical Issues

Page returns a 404 error

Fix the underlying issue causing the error. 404s should be redirected or the link removed.

Page has no title tag

Add a <title> tag describing the page content (50-60 characters).

Page has no meta description

Add a <meta name="description"> tag summarizing the page (150-160 characters).

Page has no H1 heading

Add a single H1 tag as the main page heading.

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

Few headings on page

Add more H2 and H3 headings to organize content into sections.

Few internal links on this page

Add more internal links to related pages on your site.

Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

LCP data not available

Ensure the page loads with browser rendering enabled.

TTI data not available

Ensure the page loads with browser rendering enabled.

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Brand Identity

Brand Voice & Style

How AI perceives GrazeMate's communication style and personality

GrazeMate communicates with a practical, no-nonsense tone that resonates with working ranchers while showcasing cutting-edge technology. The voice balances agricultural authenticity with innovation, using clear and direct language that emphasizes tangible results like time savings and cost reduction. There's an underlying confidence backed by real-world testing data, yet the brand remains approachable and eager to demonstrate value through free on-ranch demos rather than hard selling.

Core Tone Traits

Practical & Results-Oriented

Focuses on concrete outcomes like '3 clicks, not 3 hours' and specific cost savings

Innovative yet Grounded

Presents advanced AI technology in accessible, farmer-friendly terms

Confident & Credible

Backs claims with testing data and real mission statistics from Queensland trials

Approachable & Supportive

Offers free demos, emphasizes partnership, and invites questions openly

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of GrazeMate

Vence26 mentions

Allflex23 mentions

Halter19 mentions

HerdDogg17 mentions

Gallagher16 mentions

Ceres Tag16 mentions

AgriWebb15 mentions

CowManager11 mentions

Agersens10 mentions

Nofence10 mentions

GrazeMate3 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

4 Tips for Gathering and Moving Cattle from the Pasture

https://uswhip.com/blog/4-tips-for-gathering-and-moving-cattle-from-the-pasture/

Referenced in 2 queries

Review

How to handle cattle with no stress - Farm Progress

https://www.farmprogress.com/livestock/how-to-handle-cattle-with-no-stress

Referenced in 2 queries

Review

Designing an Automated Barking Drone to Detect and Repulse Cattle

https://research-repository.rmit.edu.au/articles/thesis/Designing_an_Automated_Barking_Drone_to_Detect_and_Repulse_Cattle/27098500

Referenced in 1 query

Review

Four Ways To Gather Cattle In A Pasture And Start Good Movement

https://www.drovers.com/news/four-ways-gather-cattle-pasture-and-start-good-movement

Referenced in 1 query

Review

Technologies for Precision Ranching - USDA Climate Hubs

https://www.climatehubs.usda.gov/hubs/southwest/topic/checking-cows-your-phone-technologies-precision-ranching

Referenced in 2 queries

Review

4 Important strategies to increase your free time

https://www.rwranching.com/blog/important-strategies-to-increase-your-free-time-and-spend-more-time-with-family

Referenced in 1 query

Review

Learn strategies to avoid pair problems when moving cattle.

https://hereford.org/wp-content/uploads/2018/08/0818_BetterTogether.pdf

Referenced in 1 query

Review

Corral virtual grazing technology to help ranchers

https://www.morningagclips.com/corral-builds-virtual-grazing-technology-to-help-ranchers/

Referenced in 1 query

Review

Mustering technique takes pressure off herd, human and habitat

https://www.sustainableaustralianbeef.com.au/resources/framework-in-focus/mustering-technique-takes-pressure-off-herd-human-and-habitat/

Referenced in 1 query

Review

Complete Guide to Pasture Rotation for Cattle Ranchers - Cattlytics

https://www.cattlytics.com/blog/guide-to-pasture-rotation-for-cattle-ranchers/

Referenced in 1 query

Review

New tech tags help ranchers track livestock - KFYR-TV

https://www.kfyrtv.com/2023/03/31/new-tech-tags-help-ranchers-track-livestock/

Referenced in 1 query

Review

8 Steps For Stress-Free Handling Of Cattle On The Range

https://www.beefmagazine.com/livestock-management/8-steps-for-stress-free-handling-of-cattle-on-the-range

Referenced in 1 query

Review

Content Engineering

Recommended Actions

Execute a ChatGPT and Gemini visibility sprint focused on labor-saving and automated mustering narratives.

GrazeMate has a 0% mention rate on these platforms, leaving the entire market share to competitors for the most critical ranching pain points.

Impact: High

Develop targeted content for the 'Legacy Station Owner' persona highlighting ROI and ease of use.

This persona currently shows 0% visibility, indicating that GrazeMate's messaging is too technical or niche for traditional ranch operators.

Impact: High

Leverage the current Claude momentum to dominate 'Regenerative Ag' queries via expert-led whitepapers.

Claude already favors GrazeMate for this persona; securing the #1 spot will create a defensible authority moat that can be bridged to other platforms.

Impact: Medium

Incorporate '2026 Cattle Tracking' keywords into public-facing roadmap and PR materials.

Claude is already picking up on future-looking queries; formalizing this content will solidify the brand's position as a forward-thinking market leader.

Impact: Medium

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Backing

Investors

Y Combinator

Data generated by Pendium.ai AI visibility scanning. Last scanned February 27, 2026.

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