Ranking September 2025
Crop monitoring

The RankmyAI Crop Monitoring Ranking presents the top 11 AI tools from our Overall ranking focusing on crop monitoring.

 

AI tools for crop monitoring are used to assess plant health, track growth patterns, and detect issues such as pest infestations or nutrient deficiencies. These tools typically leverage satellite imagery, drone footage, computer vision, and machine learning algorithms to provide actionable insights for farmers and agricultural professionals. Applications range from large-scale precision agriculture to localized greenhouse monitoring, helping optimize yields and resource usage.

 

The green up and red down arrows indicate how many positions a tool has increased or decreased compared to the previous month's ranking. A grey dash means the tool's position has remained unchanged.

Top 25 out of
62
1
Ceres Imaging Ceres AI provides AI-driven agronomic intelligence for enterprises, insurers, and lenders. Using aerial/remote imagery and plant-level data, it models yield, monitors farm practices, quantifies climate risk, and generates sustainability scorecards to guide investment and operational decisions.
paid
United States
2
EarthDaily Analytics EarthDaily Analytics offers Earth observation data and analytics, leveraging advanced AI and big data tools through the EarthDaily Constellation, providing daily, comprehensive data coverage for global decision-makers.
unknown
Canada
3
Orbem Orbem’s Genus platform brings AI-powered, accelerated MRI to industrial settings, enabling fast, safe, and accurate scanning, classification, and sorting of eggs, nuts, seeds, and other samples. By turning MRI into a practical, high-throughput solution, Orbem helps reduce waste, optimize production, and create new value streams across poultry, agriculture, and food processing.
unknown
Germany
4
EOSDA EOS Data Analytics (EOSDA) provides satellite-powered platforms for agriculture and forestry, including EOSDA Crop Monitoring and EOSDA LandViewer. The company aggregates multi-source imagery, delivers analytics like NDVI, crop classification, yield prediction, soil moisture, and deforestation monitoring, and offers APIs and white-label options to integrate satellite insights into enterprise workflows.
unknown
United States

Not Available

5
Farmonaut Farmonaut delivers satellite-powered smart insights for agriculture, mining, carbon monitoring, wildfire alerts, product traceability, and fleet management. Through AI, remote sensing, and APIs, it enables real-time monitoring of crops and assets, carbon MRV, mineral prospectivity mapping, and transparent supply chains, helping organizations cut costs, reduce risk, and drive sustainable outcomes.
paid
India

Not Available

6
OneSoil OneSoil is a digital agriculture platform offering mobile and web tools to monitor crops, analyze vegetation indices like NDVI, and apply precision farming practices. Users can detect field boundaries, scout with photos and notes, view weather forecasts, and create variable-rate prescriptions to optimize seed and fertilizer use.
paid
Switzerland
-2
7
Plantix
unknown
Germany

Not Available

8
Bloomfield Bloomfield offers a plant-level imaging and analytics service using its FLASH camera and deep learning to continuously assess crop health, fruit metrics, and operational performance across seasons. By attaching the camera to any vehicle, growers can rapidly capture field data and access actionable insights for block management and yield optimization.
unknown
United States
-3
9
Climate FieldView Climate FieldView is a digital farming solution that connects to farm equipment via the FieldView Drive hardware to collect, visualize, and analyze field data in real time. Farmers can scout fields remotely, build seed and input prescriptions, integrate with a broad range of equipment, and securely share data with trusted partners to optimize yield and profitability.
paid
United States

Not Available

10
Sencrop Sencrop offers an agriculture-focused weather platform that combines a dense network of connected on-farm weather stations with an intuitive web and mobile app. Farmers and advisors access ultra-local data—rainfall, wind, temperature, humidity, leaf wetness, soil moisture, and solar radiation—along with forecasts, alerts, and decision aids for frost protection, irrigation scheduling, and disease risk management.
paid
France

Not Available

11
GeoPard Agriculture GeoPard Agriculture is an AI-powered precision agriculture platform that unifies satellite, soil, topography, yield, and machinery data to create multilayer management zones, VRA prescriptions, and field analytics. It offers web and mobile apps, APIs, widgets, and white-label options, plus deep integrations like John Deere Ops Center. Users plan, monitor, verify, and evaluate operations, generate profit and NUE maps, and automate reporting to improve efficiency and sustainability.
paid
Germany

Not Available

12
AgEagle EagleNXT delivers an integrated suite of fixed-wing drones (eBee series), high-resolution multispectral and RGB sensors (MicaSense series), and software for flight control and program management. The platform supports precise aerial mapping, surveying, environmental monitoring, and public safety missions, including real-time situational awareness with eBee VISION. Customers can plan flights, capture high-quality imagery, and process data at scale, with training services and global support.
unknown
Switzerland

Not Available

13
Cropin Cropin is an AI-first agriculture cloud platform that digitizes farms and field operations, unifies agridata, and delivers predictive intelligence for sourcing, sustainability, and resilience. Its product suite—Cropin Apps, Data Hub, and Intelligence (including GenAI-based Cropin Sage)—provides farm-to-fork traceability, yield and crop health insights, regional climate intelligence, and compliance support such as EUDR. The platform integrates satellites, IoT, drones, and weather data to help enterprises and governments improve productivity, manage risk, and ensure sustainable, traceable supply chains.
unknown
India

Not Available

14
Arable Arable provides a hardware-enabled platform for agricultural water stewardship. Using in-field sensors (Arable Mark), soil moisture probes, and agronomic models, the platform delivers real-time insights to optimize irrigation, quantify water savings, and manage weather-related risks. Enterprises and growers gain scalable tools, reporting, and APIs to drive watershed health and productivity.
unknown
United States

Not Available

15
CropX CropX is a complete digital agronomy platform combining precision hardware and farm management software. It unifies soil-to-sky data from sensors, weather, ET, satellites, and machines to generate actionable recommendations for irrigation, disease control, nutrition, and effluent management. The platform simplifies multi-farm operations, connects diverse IoT devices, and streamlines tracking and reporting to enhance yields, profitability, and sustainability.
unknown
United States

Not Available

16
Aerobotics Aerobotics provides AI-powered tools that turn smartphone and drone imagery into precise fruit size, color, and quality metrics, enabling early-season yield forecasts and postharvest grading. The TrueFruit suite—Size, Grade, and Bin Scan—centralizes data for better planning and higher packouts.
paid
South Africa

Not Available

17
Sentera FieldAgent Sentera provides precision agriculture solutions that turn high-resolution aerial and sensor data into actionable, plant-level insights. With multispectral sensors, cameras, and agronomic analytics, it enables farmers and ag retailers to make timely, informed decisions that improve yields, efficiency, and sustainability.
unknown
United States

Not Available

18
Valley 365 Valley Irrigation, a Valmont company, is a global leader in precision irrigation. It delivers center pivots, linear systems, control panels, and remote management via AgSense to help growers conserve water, increase productivity, and streamline operations. Solutions include ICON smart panels, Valley Scheduling, GPS/RTK guidance, pump control with VFDs, and Variable Rate Irrigation, supported by a worldwide dealer network.
unknown
United States

Not Available

19
Agricolus Agricolus is a precision agriculture platform and mobile app that unifies field mapping, satellite-based crop monitoring, predictive models for phenology, irrigation, fertilization, pests, and diseases, as well as smart scouting and sensor integration. It helps farms and agronomists plan interventions, create prescription maps, and manage operations across the supply chain to boost yield and quality while saving resources.
freemium
Italy

Not Available

20
Taranis Taranis is an AI-powered crop intelligence platform delivering leaf-level insights to advisors and growers. Using drone-captured, sub-millimeter imagery and a large agronomic dataset, it detects weeds, disease, insects, nutrient issues, and field health to prioritize actions and validate recommendations. Full-service, year-round coverage and the Ag Assistant generative AI engine help teams scout more acres, act faster, and improve profitability.
unknown
United States

Not Available

21
Agremo Agremo is an AI-powered crop analytics platform that converts drone and satellite imagery into agronomic decisions. It offers stand counts, plant health alerts, damage detection, field trial analytics, and variable-rate spraying maps, plus stitching and boundary tools for RGB and multispectral data. Built for growers, agronomists, researchers, and enterprises, Agremo helps optimize inputs, improve yields, and streamline precision farming workflows.
freemium
Serbia

Not Available

22
Semios Semios provides integrated on-farm solutions for specialty crops, combining IoT-based climate, pest, disease, frost, irrigation, and plant stress monitoring with hands-off installation and local expert support. Growers gain real-time insights, automated control options, and reporting tools to optimize yield and reduce labor.
unknown
Canada

Not Available

23
Hydrosat Hydrosat delivers satellite-driven irrigation and crop management solutions using high-resolution thermal infrared data and proprietary algorithms. Its subscription packages provide field- and regional-level analytics for water productivity, irrigation planning, and compliance monitoring, accessible through a web portal, mobile app, and API.
unknown
United States

Not Available

24
Ursa
unknown
United States

Not Available

25
Vivid Machines Vivid Machines provides the Vivid XV Vision System, a multispectral, computer-vision platform that mounts on farm equipment to scan every tree and deliver real-time insights from blossom to harvest. Growers, packhouses, and marketers use it to manage crop load, forecast yield, optimize thinning, plan storage, and improve sales decisions with tree-level visibility and cloud-based dashboards.
unknown
Canada

Not Available

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Disclaimer

The RankmyAI Crop Monitoring Ranking is derived from our Overall ranking, which measures the popularity of AI tools based on three key metrics: website traffic, reviews, and investments. The Overall ranking is calculated as the weighted average of the individual rankings for each of these metrics (for more details, see our Methodology page).

Not all AI tools in this ranking are exclusively focused on crop monitoring, as AI tools and companies often provide multiple services beyond this specific application. This ranking does not assess or indicate the quality, effectiveness, or reliability of the listed AI tools. It is solely based on popularity metrics and should not be interpreted as an endorsement or evaluation of their performance.

You are free to use and distribute our ranking, provided that RankmyAI is properly cited as the source (see our Copyright page).

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