Smart Crop Scouting and Smart Spraying Market by Type (Hardware, Software, Service, Equipment), Sprayer Type, Application, and Geography - Global Industry Analysis, Opportunities and Forecast up to 2030

Smart Crop Scouting and Smart Spraying Market by Type (Hardware, Software, Service, Equipment), Sprayer Type, Application, and Geography - Global Industry Analysis, Opportunities and Forecast up to 2030


Smart Crop Scouting and Smart Spraying Market Size

The global smart crop scouting and smart spraying market size was valued at $4.91 billion in 2024 and is projected to reach $13.95 billion by 2030, growing at a CAGR of 19.0% during the forecast period.

Smart Crop Scouting and Smart Spraying Market Overview

Smart crop scouting and smart spraying are advanced agricultural practices that leverage technology to enhance the precision and efficiency of crop management. Smart crop scouting uses drones, satellites, and sensor technologies to monitor crop health, identify pest infestations, and detect nutrient deficiencies in real-time. This data-driven approach allows farmers to make informed decisions, optimize field management, and reduce the need for manual inspections. Smart spraying, on the other hand, utilizes advanced machinery equipped with sensors and GPS to precisely apply pesticides, herbicides, and fertilizers only where needed. This targeted application minimizes chemical usage, reduces environmental impact, and ensures healthier crops by preventing over-application and wastage. Together, these technologies represent a significant leap towards sustainable and efficient agriculture by improving resource use, enhancing crop yields, and supporting environmental conservation.

Smart Crop Scouting and Smart Spraying Market Dynamics
  • The smart crop scouting and smart spraying market is expected to witness significant growth in the future due to increasing demand for sustainable and efficient farming practices, technological advancements in drones, sensors, and AI, and rising awareness of precision agriculture benefits.
  • Additionally, the government initiatives and subsidies promoting smart farming, growing need to optimize resource use and reduce input costs, and expansion of smart farming technologies in emerging markets are the prominent factors driving the growth of the smart crop scouting and smart spraying market.
  • However, the high initial investment costs for technology adoption, limited access to advanced technologies in developing regions, and complexity and need for technical expertise to operate systems are restraining the market growth.
  • On the contrary, the development of user-friendly and cost-effective solutions, collaboration between tech companies and agricultural stakeholders, and integration of IoT and big data analytics for enhanced decision-making are creating opportunities for market growth.
By Sprayer Type, the Robotic Sprayers Segment is projected to be the Largest Segment in the Smart Crop Scouting and Smart Spraying Market

The robotic sprayers segment emerges as the largest segment in the smart crop scouting and smart spraying market during the forecast period due to the significant advantages these technologies offer in precision agriculture. These sprayers equipped with advanced sensors GPS, and AI, provide unparalleled accuracy in applying pesticides, herbicides, and fertilizers. This precision minimizes waste, reduces chemical usage, and lowers environmental impact, addressing both economic and ecological concerns. Additionally, robotic sprayers enhance efficiency by automating labor-intensive tasks, reducing the need for manual intervention and allowing for consistent application even in large or difficult-to-access fields. The increasing emphasis on sustainable farming practices and the need to optimize resource use further fuel this demand. Farmers are increasingly recognizing the benefits of robotic sprayers in improving crop yields, lowering costs, and promoting environmentally friendly practices, driving significant growth in this segment.

By Geography, North America Region Holds the Dominant Position in the Market Revenue

North America region maintains a commanding lead in market revenue due to the region's advanced agricultural infrastructure and strong focus on innovation. North American farmers are early adopters of precision agriculture technologies, seeking ways to enhance productivity, reduce costs, and promote sustainability. The presence of major agricultural technology companies and robust research institutions further accelerates the development and adoption of these smart farming solutions. Additionally, the region faces challenges such as labour shortages and the need for efficient resource management, which smart crop scouting and spraying technologies address effectively. Government support and incentives for sustainable farming practices also play a crucial role in boosting the market.

Key Target Audience:
  • Farmers and Growers
  • Agricultural Technology Companies
  • Drone and Sensor Manufacturers
  • Agronomists and Crop Consultants
  • Government and Regulatory Agencies
List of the Key Players Profiled in the Report Includes:
  • A.A.A Taranis Visual Ltd.
  • AGCO Corporation
  • Agridrones Solutions
  • Agrifac Machinery B.V.
  • AgroScout
  • BASF SE
  • Bushel Inc.
  • Climate LLC
  • Corteva, Inc.
  • Cropin Technology Solutions Private Limited
  • Deere & Company
  • Ecorobotix SA
Recent Developments:
  • In April 2023, Bosch BASF Smart Farming announced a partnership with AGCO Corporation to integrate and commercialize Smart Spraying technology on Fendt Rogator sprayers, as well as to collaboratively develop new features.
  • In March 2023, AgroScout has expanded its toolkit with the Mavic 3 Enterprise Multispectral, the world's most advanced agricultural drone. Equipped with high-resolution RGB and multispectral cameras, this drone offers farmers enhanced data for better decision-making. AgroScout is also thrilled to unveil new services and opportunities.
Market Segmentation:

The research report includes in-depth coverage of the industry analysis with size, share, and forecast for the below segments:

Market by, Type:
  • Hardware
  • Software
  • Service
  • Equipment
Market by, Sprayer Type:
  • Drone Sprayers
  • Robotic Sprayers
  • Tractor Mounted & Self-Propelled Sprayers
Market by, Application:
  • Scouting
  • Spraying
  • Farm
  • Individual Grower
Market by, Geography:

The smart crop scouting and smart spraying market report also analyzes the major geographic regions and countries of the market. The regions and countries covered in the study include:
  • North America (The United States, Canada, Mexico), Market Estimates, Forecast & Opportunity Analysis
  • Europe (Germany, France, UK, Italy, Spain, Rest of Europe), Market Estimates, Forecast & Opportunity Analysis
  • Asia Pacific (China, Japan, India, South Korea, Australia, New Zealand, Rest of Asia Pacific), Market Estimates, Forecast & Opportunity Analysis
  • South America (Brazil, Argentina, Chile, Rest of South America), Market Estimates, Forecast & Opportunity Analysis
  • Middle East & Africa (UAE, Saudi Arabia, Qatar, Iran, South Africa, Rest of Middle East & Africa), Market Estimates, Forecast & Opportunity Analysis
Scope of the Report:

The report “Global Smart Crop Scouting and Smart Spraying Market: Industry Analysis, Opportunities and Forecast up to 2030” by Diligence Insights provides a detailed analysis of the present market and future outlook with market estimates and forecasts for all specified segments, encompassing both global and regional perspectives as outlined within the research framework. The study includes historical market data for the years 2022, 2023 and offers revenue estimations for 2024, and project forecasts spanning from 2025 to 2030. It places significant emphasis on the examination of market trends, key industry participants, supply chain developments, technological advancements, pivotal milestones, and prospective strategies. Comprehensive market assessments are carried out across major geographic regions, including North America, Europe, Asia Pacific, South America, and Middle East & Africa. As such, this report constitutes a valuable resource for current industry stakeholders, newcomers to the field, and potential investors.

The study offers an in-depth market analysis, drawing insights from industry experts across the value chain. A special focus has been made on 25 countries, including the United States, Canada, Mexico, the United Kingdom, Germany, Spain, France, Italy, China, Brazil, Saudi Arabia, and South Africa, among others. The market data has been meticulously collected through extensive primary interviews and comprehensive secondary research. Market size determination is rooted in the revenue generated from sales across all the specified segments and sub-segments as defined within the research scope. The market sizing analysis includes both top-down and bottom-up approaches for data validation and accuracy measures.

The report offers insights into the following aspects:
  • Analysis of major market trends, factors driving, restraining, threatening, and providing opportunities for the market.
  • Analysis of the market structure by identifying various segments and sub-segments of the market.
  • Understand the revenue forecast of the market for North America, Europe, Asia-Pacific, South America, and Middle East & Africa.
  • Analysis of opportunities by identification of high-growth segments/revenue pockets in the market.
  • Understand major player profiles in the market and analyze their business strategies.
  • Understand competitive developments such as joint ventures, alliances, mergers and acquisitions, and new product launches in the market.


1 Market Introduction
1.1 Market Definition
1.2 Research Scope and Segmentation
1.3 Stakeholders
1.4 List of Abbreviations
2 Executive Summary
3 Research Methodology
3.1 Identification of Data
3.2 Data Analysis
3.3 Verification
3.4 Data Sources
3.5 Assumptions
4 Market Dynamics
4.1 Market Drivers
4.2 Market Restraints
4.3 Market Opportunities
4.4 Market Challenges
5 Porter's Five Force Analysis
5.1 Bargaining Power of Suppliers
5.2 Bargaining Power of Buyers
5.3 Threat of New Entrants
5.4 Threat of Substitutes
5.5 Competitive Rivalry in the Market
6 Global Smart Crop Scouting and Smart Spraying Market by, Type
6.1 Overview
6.2 Hardware
6.3 Software
6.4 Service
6.5 Equipment
7 Global Smart Crop Scouting and Smart Spraying Market by, Sprayer Type
7.1 Overview
7.2 Drone Sprayers
7.3 Robotic Sprayers
7.4 Tractor Mounted & Self-Propelled Sprayers
8 Global Smart Crop Scouting and Smart Spraying Market by, Application
8.1 Overview
8.2 Scouting
8.3 Spraying
8.4 Farm
8.5 Individual Grower
9 Global Smart Crop Scouting and Smart Spraying Market by, Geography
9.1 Overview
9.2 North America
9.2.1 US
9.2.2 Canada
9.2.3 Mexico
9.3 Europe
9.3.1 Germany
9.3.2 France
9.3.3 UK
9.3.4 Italy
9.3.5 Spain
9.3.6 Rest of Europe
9.4 Asia Pacific
9.4.1 China
9.4.2 Japan
9.4.3 India
9.4.4 South Korea
9.4.5 Australia
9.4.6 New Zealand
9.4.7 Rest of Asia Pacific
9.5 South America
9.5.1 Brazil
9.5.2 Argentina
9.5.3 Chile
9.5.4 Rest of South America
9.6 Middle East & Africa
9.6.1 UAE
9.6.2 Saudi Arabia
9.6.3 Qatar
9.6.4 Iran
9.6.5 South Africa
9.6.6 Rest of Middle East & Africa
10 Key Developments
11 Company Profiling
11.1 A.A.A Taranis Visual Ltd.
11.1.1 Business Overview
11.1.2 Product/Service Offering
11.1.3 Financial Overview
11.1.4 SWOT Analysis
11.1.5 Key Activities
11.2 AGCO Corporation
11.3 Agridrones Solutions
11.4 Agrifac Machinery B.V.
11.5 AgroScout
11.6 BASF SE
11.7 Bushel Inc.
11.8 Climate LLC
11.9 Corteva, Inc.
11.10 Cropin Technology Solutions Private Limited
11.11 Deere & Company
11.12 Ecorobotix SA

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