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Global Parallel Material Handling Robot Market Research Report 2025
Published Date: June 2025
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Report Code: QYRE-Auto-9D8967
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Global Parallel Material Handling Robot Market Research Report 2025

Code: QYRE-Auto-9D8967
Report
June 2025
Pages:119
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES

Parallel Material Handling Robot Market

The global market for Parallel Material Handling Robot was valued at US$ million in the year 2024 and is projected to reach a revised size of US$ million by 2031, growing at a CAGR of %during the forecast period.
North American market for Parallel Material Handling Robot is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
Asia-Pacific market for Parallel Material Handling Robot is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The major global manufacturers of Parallel Material Handling Robot include FANUC (Japan), KUKA (Germany), ABB (Switzerland), Yaskawa (Motoman)(Japan), Nachi (Japan), Kawasaki Robotics(Japan), Comau (Italy), EPSON Robots (Japan), Staubli (Switzerland), Omron Adept Technologies (US), etc. In 2024, the world's top three vendors accounted for approximately % of the revenue.

Report Scope

This report aims to provide a comprehensive presentation of the global market for Parallel Material Handling Robot, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Parallel Material Handling Robot.
The Parallel Material Handling Robot market size, estimations, and forecasts are provided in terms of output/shipments (K Units) and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Parallel Material Handling Robot market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Parallel Material Handling Robot manufacturers, new entrants, and industry chain related companies in this market with information on the revenues, production, and average price for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation

Scope of Parallel Material Handling Robot Market Report

Report Metric Details
Report Name Parallel Material Handling Robot Market
by Type
  • < 5 Kg
  • 5 - 10 Kg
  • > 10 Kg
by Application
  • Automotive
  • Chemical, Rubber and Plastic
  • Electrical and Electronics
  • Metal and Machinery
  • Food, Beverages and Pharmaceuticals
  • Others
Production by Region
  • North America
  • Europe
  • China
  • Japan
Consumption by Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia)
  • Asia-Pacific (China, Japan, South Korea, Taiwan)
  • Southeast Asia (India)
  • Latin America (Mexico, Brazil)
By Company FANUC (Japan), KUKA (Germany), ABB (Switzerland), Yaskawa (Motoman)(Japan), Nachi (Japan), Kawasaki Robotics(Japan), Comau (Italy), EPSON Robots (Japan), Staubli (Switzerland), Omron Adept Technologies (US), DENSO Robotics (Japan), OTC Daihen (Japan), Toshiba (Japan), Mitsubishi Electric (Japan), Universal Robots (Denmark), Hyundai Robotics (Korea), Siasun (China), Anhui EFORT Intelligent Equipment (China), Estun Automation (China), Guangzhou CNC Equipment (China), STEP Electric Corporation (China)
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by region, by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
  • Chapter 2: Detailed analysis of Parallel Material Handling Robot manufacturers competitive landscape, price, production and value market share, latest development plan, merger, and acquisition information, etc.
  • Chapter 3: Production/output, value of Parallel Material Handling Robot by region/country. It provides a quantitative analysis of the market size and development potential of each region in the next six years.
  • Chapter 4: Consumption of Parallel Material Handling Robot in regional level and country level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and production of each country in the world.
  • Chapter 5: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
  • Chapter 6: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
  • Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product production/output, value, price, gross margin, product introduction, recent development, etc.
  • Chapter 8: Analysis of industrial chain, including the upstream and downstream of the industry.
  • Chapter 9: Introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
  • Chapter 10: The main points and conclusions of the report.

FAQ for this report

Who are the main players in the Parallel Material Handling Robot Market report?

Ans: The main players in the Parallel Material Handling Robot Market are FANUC (Japan), KUKA (Germany), ABB (Switzerland), Yaskawa (Motoman)(Japan), Nachi (Japan), Kawasaki Robotics(Japan), Comau (Italy), EPSON Robots (Japan), Staubli (Switzerland), Omron Adept Technologies (US), DENSO Robotics (Japan), OTC Daihen (Japan), Toshiba (Japan), Mitsubishi Electric (Japan), Universal Robots (Denmark), Hyundai Robotics (Korea), Siasun (China), Anhui EFORT Intelligent Equipment (China), Estun Automation (China), Guangzhou CNC Equipment (China), STEP Electric Corporation (China)

What are the Application segmentation covered in the Parallel Material Handling Robot Market report?

Ans: The Applications covered in the Parallel Material Handling Robot Market report are Automotive, Chemical, Rubber and Plastic, Electrical and Electronics, Metal and Machinery, Food, Beverages and Pharmaceuticals, Others

What are the Type segmentation covered in the Parallel Material Handling Robot Market report?

Ans: The Types covered in the Parallel Material Handling Robot Market report are < 5 Kg, 5 - 10 Kg, > 10 Kg

1 Parallel Material Handling Robot Market Overview
1.1 Product Definition
1.2 Parallel Material Handling Robot by Type
1.2.1 Global Parallel Material Handling Robot Market Value Growth Rate Analysis by Type: 2024 VS 2031
1.2.2 < 5 Kg
1.2.3 5 - 10 Kg
1.2.4 > 10 Kg
1.3 Parallel Material Handling Robot by Application
1.3.1 Global Parallel Material Handling Robot Market Value Growth Rate Analysis by Application: 2024 VS 2031
1.3.2 Automotive
1.3.3 Chemical, Rubber and Plastic
1.3.4 Electrical and Electronics
1.3.5 Metal and Machinery
1.3.6 Food, Beverages and Pharmaceuticals
1.3.7 Others
1.4 Global Market Growth Prospects
1.4.1 Global Parallel Material Handling Robot Production Value Estimates and Forecasts (2020-2031)
1.4.2 Global Parallel Material Handling Robot Production Capacity Estimates and Forecasts (2020-2031)
1.4.3 Global Parallel Material Handling Robot Production Estimates and Forecasts (2020-2031)
1.4.4 Global Parallel Material Handling Robot Market Average Price Estimates and Forecasts (2020-2031)
1.5 Assumptions and Limitations
2 Market Competition by Manufacturers
2.1 Global Parallel Material Handling Robot Production Market Share by Manufacturers (2020-2025)
2.2 Global Parallel Material Handling Robot Production Value Market Share by Manufacturers (2020-2025)
2.3 Global Key Players of Parallel Material Handling Robot, Industry Ranking, 2023 VS 2024
2.4 Global Parallel Material Handling Robot Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
2.5 Global Parallel Material Handling Robot Average Price by Manufacturers (2020-2025)
2.6 Global Key Manufacturers of Parallel Material Handling Robot, Manufacturing Base Distribution and Headquarters
2.7 Global Key Manufacturers of Parallel Material Handling Robot, Product Offered and Application
2.8 Global Key Manufacturers of Parallel Material Handling Robot, Date of Enter into This Industry
2.9 Parallel Material Handling Robot Market Competitive Situation and Trends
2.9.1 Parallel Material Handling Robot Market Concentration Rate
2.9.2 Global 5 and 10 Largest Parallel Material Handling Robot Players Market Share by Revenue
2.10 Mergers & Acquisitions, Expansion
3 Parallel Material Handling Robot Production by Region
3.1 Global Parallel Material Handling Robot Production Value Estimates and Forecasts by Region: 2020 VS 2024 VS 2031
3.2 Global Parallel Material Handling Robot Production Value by Region (2020-2031)
3.2.1 Global Parallel Material Handling Robot Production Value by Region (2020-2025)
3.2.2 Global Forecasted Production Value of Parallel Material Handling Robot by Region (2026-2031)
3.3 Global Parallel Material Handling Robot Production Estimates and Forecasts by Region: 2020 VS 2024 VS 2031
3.4 Global Parallel Material Handling Robot Production Volume by Region (2020-2031)
3.4.1 Global Parallel Material Handling Robot Production by Region (2020-2025)
3.4.2 Global Forecasted Production of Parallel Material Handling Robot by Region (2026-2031)
3.5 Global Parallel Material Handling Robot Market Price Analysis by Region (2020-2025)
3.6 Global Parallel Material Handling Robot Production and Value, Year-over-Year Growth
3.6.1 North America Parallel Material Handling Robot Production Value Estimates and Forecasts (2020-2031)
3.6.2 Europe Parallel Material Handling Robot Production Value Estimates and Forecasts (2020-2031)
3.6.3 China Parallel Material Handling Robot Production Value Estimates and Forecasts (2020-2031)
3.6.4 Japan Parallel Material Handling Robot Production Value Estimates and Forecasts (2020-2031)
4 Parallel Material Handling Robot Consumption by Region
4.1 Global Parallel Material Handling Robot Consumption Estimates and Forecasts by Region: 2020 VS 2024 VS 2031
4.2 Global Parallel Material Handling Robot Consumption by Region (2020-2031)
4.2.1 Global Parallel Material Handling Robot Consumption by Region (2020-2025)
4.2.2 Global Parallel Material Handling Robot Forecasted Consumption by Region (2026-2031)
4.3 North America
4.3.1 North America Parallel Material Handling Robot Consumption Growth Rate by Country: 2020 VS 2024 VS 2031
4.3.2 North America Parallel Material Handling Robot Consumption by Country (2020-2031)
4.3.3 U.S.
4.3.4 Canada
4.4 Europe
4.4.1 Europe Parallel Material Handling Robot Consumption Growth Rate by Country: 2020 VS 2024 VS 2031
4.4.2 Europe Parallel Material Handling Robot Consumption by Country (2020-2031)
4.4.3 Germany
4.4.4 France
4.4.5 U.K.
4.4.6 Italy
4.4.7 Netherlands
4.5 Asia Pacific
4.5.1 Asia Pacific Parallel Material Handling Robot Consumption Growth Rate by Region: 2020 VS 2024 VS 2031
4.5.2 Asia Pacific Parallel Material Handling Robot Consumption by Region (2020-2031)
4.5.3 China
4.5.4 Japan
4.5.5 South Korea
4.5.6 China Taiwan
4.5.7 Southeast Asia
4.5.8 India
4.6 Latin America, Middle East & Africa
4.6.1 Latin America, Middle East & Africa Parallel Material Handling Robot Consumption Growth Rate by Country: 2020 VS 2024 VS 2031
4.6.2 Latin America, Middle East & Africa Parallel Material Handling Robot Consumption by Country (2020-2031)
4.6.3 Mexico
4.6.4 Brazil
4.6.5 Turkey
4.6.6 GCC Countries
5 Segment by Type
5.1 Global Parallel Material Handling Robot Production by Type (2020-2031)
5.1.1 Global Parallel Material Handling Robot Production by Type (2020-2025)
5.1.2 Global Parallel Material Handling Robot Production by Type (2026-2031)
5.1.3 Global Parallel Material Handling Robot Production Market Share by Type (2020-2031)
5.2 Global Parallel Material Handling Robot Production Value by Type (2020-2031)
5.2.1 Global Parallel Material Handling Robot Production Value by Type (2020-2025)
5.2.2 Global Parallel Material Handling Robot Production Value by Type (2026-2031)
5.2.3 Global Parallel Material Handling Robot Production Value Market Share by Type (2020-2031)
5.3 Global Parallel Material Handling Robot Price by Type (2020-2031)
6 Segment by Application
6.1 Global Parallel Material Handling Robot Production by Application (2020-2031)
6.1.1 Global Parallel Material Handling Robot Production by Application (2020-2025)
6.1.2 Global Parallel Material Handling Robot Production by Application (2026-2031)
6.1.3 Global Parallel Material Handling Robot Production Market Share by Application (2020-2031)
6.2 Global Parallel Material Handling Robot Production Value by Application (2020-2031)
6.2.1 Global Parallel Material Handling Robot Production Value by Application (2020-2025)
6.2.2 Global Parallel Material Handling Robot Production Value by Application (2026-2031)
6.2.3 Global Parallel Material Handling Robot Production Value Market Share by Application (2020-2031)
6.3 Global Parallel Material Handling Robot Price by Application (2020-2031)
7 Key Companies Profiled
7.1 FANUC (Japan)
7.1.1 FANUC (Japan) Parallel Material Handling Robot Company Information
7.1.2 FANUC (Japan) Parallel Material Handling Robot Product Portfolio
7.1.3 FANUC (Japan) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.1.4 FANUC (Japan) Main Business and Markets Served
7.1.5 FANUC (Japan) Recent Developments/Updates
7.2 KUKA (Germany)
7.2.1 KUKA (Germany) Parallel Material Handling Robot Company Information
7.2.2 KUKA (Germany) Parallel Material Handling Robot Product Portfolio
7.2.3 KUKA (Germany) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.2.4 KUKA (Germany) Main Business and Markets Served
7.2.5 KUKA (Germany) Recent Developments/Updates
7.3 ABB (Switzerland)
7.3.1 ABB (Switzerland) Parallel Material Handling Robot Company Information
7.3.2 ABB (Switzerland) Parallel Material Handling Robot Product Portfolio
7.3.3 ABB (Switzerland) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.3.4 ABB (Switzerland) Main Business and Markets Served
7.3.5 ABB (Switzerland) Recent Developments/Updates
7.4 Yaskawa (Motoman)(Japan)
7.4.1 Yaskawa (Motoman)(Japan) Parallel Material Handling Robot Company Information
7.4.2 Yaskawa (Motoman)(Japan) Parallel Material Handling Robot Product Portfolio
7.4.3 Yaskawa (Motoman)(Japan) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.4.4 Yaskawa (Motoman)(Japan) Main Business and Markets Served
7.4.5 Yaskawa (Motoman)(Japan) Recent Developments/Updates
7.5 Nachi (Japan)
7.5.1 Nachi (Japan) Parallel Material Handling Robot Company Information
7.5.2 Nachi (Japan) Parallel Material Handling Robot Product Portfolio
7.5.3 Nachi (Japan) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.5.4 Nachi (Japan) Main Business and Markets Served
7.5.5 Nachi (Japan) Recent Developments/Updates
7.6 Kawasaki Robotics(Japan)
7.6.1 Kawasaki Robotics(Japan) Parallel Material Handling Robot Company Information
7.6.2 Kawasaki Robotics(Japan) Parallel Material Handling Robot Product Portfolio
7.6.3 Kawasaki Robotics(Japan) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.6.4 Kawasaki Robotics(Japan) Main Business and Markets Served
7.6.5 Kawasaki Robotics(Japan) Recent Developments/Updates
7.7 Comau (Italy)
7.7.1 Comau (Italy) Parallel Material Handling Robot Company Information
7.7.2 Comau (Italy) Parallel Material Handling Robot Product Portfolio
7.7.3 Comau (Italy) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.7.4 Comau (Italy) Main Business and Markets Served
7.7.5 Comau (Italy) Recent Developments/Updates
7.8 EPSON Robots (Japan)
7.8.1 EPSON Robots (Japan) Parallel Material Handling Robot Company Information
7.8.2 EPSON Robots (Japan) Parallel Material Handling Robot Product Portfolio
7.8.3 EPSON Robots (Japan) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.8.4 EPSON Robots (Japan) Main Business and Markets Served
7.8.5 EPSON Robots (Japan) Recent Developments/Updates
7.9 Staubli (Switzerland)
7.9.1 Staubli (Switzerland) Parallel Material Handling Robot Company Information
7.9.2 Staubli (Switzerland) Parallel Material Handling Robot Product Portfolio
7.9.3 Staubli (Switzerland) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.9.4 Staubli (Switzerland) Main Business and Markets Served
7.9.5 Staubli (Switzerland) Recent Developments/Updates
7.10 Omron Adept Technologies (US)
7.10.1 Omron Adept Technologies (US) Parallel Material Handling Robot Company Information
7.10.2 Omron Adept Technologies (US) Parallel Material Handling Robot Product Portfolio
7.10.3 Omron Adept Technologies (US) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.10.4 Omron Adept Technologies (US) Main Business and Markets Served
7.10.5 Omron Adept Technologies (US) Recent Developments/Updates
7.11 DENSO Robotics (Japan)
7.11.1 DENSO Robotics (Japan) Parallel Material Handling Robot Company Information
7.11.2 DENSO Robotics (Japan) Parallel Material Handling Robot Product Portfolio
7.11.3 DENSO Robotics (Japan) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.11.4 DENSO Robotics (Japan) Main Business and Markets Served
7.11.5 DENSO Robotics (Japan) Recent Developments/Updates
7.12 OTC Daihen (Japan)
7.12.1 OTC Daihen (Japan) Parallel Material Handling Robot Company Information
7.12.2 OTC Daihen (Japan) Parallel Material Handling Robot Product Portfolio
7.12.3 OTC Daihen (Japan) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.12.4 OTC Daihen (Japan) Main Business and Markets Served
7.12.5 OTC Daihen (Japan) Recent Developments/Updates
7.13 Toshiba (Japan)
7.13.1 Toshiba (Japan) Parallel Material Handling Robot Company Information
7.13.2 Toshiba (Japan) Parallel Material Handling Robot Product Portfolio
7.13.3 Toshiba (Japan) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.13.4 Toshiba (Japan) Main Business and Markets Served
7.13.5 Toshiba (Japan) Recent Developments/Updates
7.14 Mitsubishi Electric (Japan)
7.14.1 Mitsubishi Electric (Japan) Parallel Material Handling Robot Company Information
7.14.2 Mitsubishi Electric (Japan) Parallel Material Handling Robot Product Portfolio
7.14.3 Mitsubishi Electric (Japan) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.14.4 Mitsubishi Electric (Japan) Main Business and Markets Served
7.14.5 Mitsubishi Electric (Japan) Recent Developments/Updates
7.15 Universal Robots (Denmark)
7.15.1 Universal Robots (Denmark) Parallel Material Handling Robot Company Information
7.15.2 Universal Robots (Denmark) Parallel Material Handling Robot Product Portfolio
7.15.3 Universal Robots (Denmark) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.15.4 Universal Robots (Denmark) Main Business and Markets Served
7.15.5 Universal Robots (Denmark) Recent Developments/Updates
7.16 Hyundai Robotics (Korea)
7.16.1 Hyundai Robotics (Korea) Parallel Material Handling Robot Company Information
7.16.2 Hyundai Robotics (Korea) Parallel Material Handling Robot Product Portfolio
7.16.3 Hyundai Robotics (Korea) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.16.4 Hyundai Robotics (Korea) Main Business and Markets Served
7.16.5 Hyundai Robotics (Korea) Recent Developments/Updates
7.17 Siasun (China)
7.17.1 Siasun (China) Parallel Material Handling Robot Company Information
7.17.2 Siasun (China) Parallel Material Handling Robot Product Portfolio
7.17.3 Siasun (China) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.17.4 Siasun (China) Main Business and Markets Served
7.17.5 Siasun (China) Recent Developments/Updates
7.18 Anhui EFORT Intelligent Equipment (China)
7.18.1 Anhui EFORT Intelligent Equipment (China) Parallel Material Handling Robot Company Information
7.18.2 Anhui EFORT Intelligent Equipment (China) Parallel Material Handling Robot Product Portfolio
7.18.3 Anhui EFORT Intelligent Equipment (China) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.18.4 Anhui EFORT Intelligent Equipment (China) Main Business and Markets Served
7.18.5 Anhui EFORT Intelligent Equipment (China) Recent Developments/Updates
7.19 Estun Automation (China)
7.19.1 Estun Automation (China) Parallel Material Handling Robot Company Information
7.19.2 Estun Automation (China) Parallel Material Handling Robot Product Portfolio
7.19.3 Estun Automation (China) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.19.4 Estun Automation (China) Main Business and Markets Served
7.19.5 Estun Automation (China) Recent Developments/Updates
7.20 Guangzhou CNC Equipment (China)
7.20.1 Guangzhou CNC Equipment (China) Parallel Material Handling Robot Company Information
7.20.2 Guangzhou CNC Equipment (China) Parallel Material Handling Robot Product Portfolio
7.20.3 Guangzhou CNC Equipment (China) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.20.4 Guangzhou CNC Equipment (China) Main Business and Markets Served
7.20.5 Guangzhou CNC Equipment (China) Recent Developments/Updates
7.21 STEP Electric Corporation (China)
7.21.1 STEP Electric Corporation (China) Parallel Material Handling Robot Company Information
7.21.2 STEP Electric Corporation (China) Parallel Material Handling Robot Product Portfolio
7.21.3 STEP Electric Corporation (China) Parallel Material Handling Robot Production, Value, Price and Gross Margin (2020-2025)
7.21.4 STEP Electric Corporation (China) Main Business and Markets Served
7.21.5 STEP Electric Corporation (China) Recent Developments/Updates
8 Industry Chain and Sales Channels Analysis
8.1 Parallel Material Handling Robot Industry Chain Analysis
8.2 Parallel Material Handling Robot Raw Material Supply Analysis
8.2.1 Key Raw Materials
8.2.2 Raw Materials Key Suppliers
8.3 Parallel Material Handling Robot Production Mode & Process Analysis
8.4 Parallel Material Handling Robot Sales and Marketing
8.4.1 Parallel Material Handling Robot Sales Channels
8.4.2 Parallel Material Handling Robot Distributors
8.5 Parallel Material Handling Robot Customer Analysis
9 Parallel Material Handling Robot Market Dynamics
9.1 Parallel Material Handling Robot Industry Trends
9.2 Parallel Material Handling Robot Market Drivers
9.3 Parallel Material Handling Robot Market Challenges
9.4 Parallel Material Handling Robot Market Restraints
10 Research Findings and Conclusion
11 Methodology and Data Source
11.1 Methodology/Research Approach
11.1.1 Research Programs/Design
11.1.2 Market Size Estimation
11.1.3 Market Breakdown and Data Triangulation
11.2 Data Source
11.2.1 Secondary Sources
11.2.2 Primary Sources
11.3 Author List
11.4 Disclaimer
List of Tables
 Table 1. Global Parallel Material Handling Robot Market Value by Type, (US$ Million) & (2024 VS 2031)
 Table 2. Global Parallel Material Handling Robot Market Value by Application, (US$ Million) & (2024 VS 2031)
 Table 3. Global Parallel Material Handling Robot Production Capacity (K Units) by Manufacturers in 2024
 Table 4. Global Parallel Material Handling Robot Production by Manufacturers (2020-2025) & (K Units)
 Table 5. Global Parallel Material Handling Robot Production Market Share by Manufacturers (2020-2025)
 Table 6. Global Parallel Material Handling Robot Production Value by Manufacturers (2020-2025) & (US$ Million)
 Table 7. Global Parallel Material Handling Robot Production Value Share by Manufacturers (2020-2025)
 Table 8. Global Key Players of Parallel Material Handling Robot, Industry Ranking, 2023 VS 2024
 Table 9. Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Production Value in Parallel Material Handling Robot as of 2024)
 Table 10. Global Market Parallel Material Handling Robot Average Price by Manufacturers (US$/Unit) & (2020-2025)
 Table 11. Global Key Manufacturers of Parallel Material Handling Robot, Manufacturing Base Distribution and Headquarters
 Table 12. Global Key Manufacturers of Parallel Material Handling Robot, Product Offered and Application
 Table 13. Global Key Manufacturers of Parallel Material Handling Robot, Date of Enter into This Industry
 Table 14. Global Parallel Material Handling Robot Manufacturers Market Concentration Ratio (CR5 and HHI)
 Table 15. Mergers & Acquisitions, Expansion Plans
 Table 16. Global Parallel Material Handling Robot Production Value by Region: 2020 VS 2024 VS 2031 (US$ Million)
 Table 17. Global Parallel Material Handling Robot Production Value (US$ Million) by Region (2020-2025)
 Table 18. Global Parallel Material Handling Robot Production Value Market Share by Region (2020-2025)
 Table 19. Global Parallel Material Handling Robot Production Value (US$ Million) Forecast by Region (2026-2031)
 Table 20. Global Parallel Material Handling Robot Production Value Market Share Forecast by Region (2026-2031)
 Table 21. Global Parallel Material Handling Robot Production Comparison by Region: 2020 VS 2024 VS 2031 (K Units)
 Table 22. Global Parallel Material Handling Robot Production (K Units) by Region (2020-2025)
 Table 23. Global Parallel Material Handling Robot Production Market Share by Region (2020-2025)
 Table 24. Global Parallel Material Handling Robot Production (K Units) Forecast by Region (2026-2031)
 Table 25. Global Parallel Material Handling Robot Production Market Share Forecast by Region (2026-2031)
 Table 26. Global Parallel Material Handling Robot Market Average Price (US$/Unit) by Region (2020-2025)
 Table 27. Global Parallel Material Handling Robot Market Average Price (US$/Unit) by Region (2026-2031)
 Table 28. Global Parallel Material Handling Robot Consumption Growth Rate by Region: 2020 VS 2024 VS 2031 (K Units)
 Table 29. Global Parallel Material Handling Robot Consumption by Region (2020-2025) & (K Units)
 Table 30. Global Parallel Material Handling Robot Consumption Market Share by Region (2020-2025)
 Table 31. Global Parallel Material Handling Robot Forecasted Consumption by Region (2026-2031) & (K Units)
 Table 32. Global Parallel Material Handling Robot Forecasted Consumption Market Share by Region (2026-2031)
 Table 33. North America Parallel Material Handling Robot Consumption Growth Rate by Country: 2020 VS 2024 VS 2031 (K Units)
 Table 34. North America Parallel Material Handling Robot Consumption by Country (2020-2025) & (K Units)
 Table 35. North America Parallel Material Handling Robot Consumption by Country (2026-2031) & (K Units)
 Table 36. Europe Parallel Material Handling Robot Consumption Growth Rate by Country: 2020 VS 2024 VS 2031 (K Units)
 Table 37. Europe Parallel Material Handling Robot Consumption by Country (2020-2025) & (K Units)
 Table 38. Europe Parallel Material Handling Robot Consumption by Country (2026-2031) & (K Units)
 Table 39. Asia Pacific Parallel Material Handling Robot Consumption Growth Rate by Region: 2020 VS 2024 VS 2031 (K Units)
 Table 40. Asia Pacific Parallel Material Handling Robot Consumption by Region (2020-2025) & (K Units)
 Table 41. Asia Pacific Parallel Material Handling Robot Consumption by Region (2026-2031) & (K Units)
 Table 42. Latin America, Middle East & Africa Parallel Material Handling Robot Consumption Growth Rate by Country: 2020 VS 2024 VS 2031 (K Units)
 Table 43. Latin America, Middle East & Africa Parallel Material Handling Robot Consumption by Country (2020-2025) & (K Units)
 Table 44. Latin America, Middle East & Africa Parallel Material Handling Robot Consumption by Country (2026-2031) & (K Units)
 Table 45. Global Parallel Material Handling Robot Production (K Units) by Type (2020-2025)
 Table 46. Global Parallel Material Handling Robot Production (K Units) by Type (2026-2031)
 Table 47. Global Parallel Material Handling Robot Production Market Share by Type (2020-2025)
 Table 48. Global Parallel Material Handling Robot Production Market Share by Type (2026-2031)
 Table 49. Global Parallel Material Handling Robot Production Value (US$ Million) by Type (2020-2025)
 Table 50. Global Parallel Material Handling Robot Production Value (US$ Million) by Type (2026-2031)
 Table 51. Global Parallel Material Handling Robot Production Value Market Share by Type (2020-2025)
 Table 52. Global Parallel Material Handling Robot Production Value Market Share by Type (2026-2031)
 Table 53. Global Parallel Material Handling Robot Price (US$/Unit) by Type (2020-2025)
 Table 54. Global Parallel Material Handling Robot Price (US$/Unit) by Type (2026-2031)
 Table 55. Global Parallel Material Handling Robot Production (K Units) by Application (2020-2025)
 Table 56. Global Parallel Material Handling Robot Production (K Units) by Application (2026-2031)
 Table 57. Global Parallel Material Handling Robot Production Market Share by Application (2020-2025)
 Table 58. Global Parallel Material Handling Robot Production Market Share by Application (2026-2031)
 Table 59. Global Parallel Material Handling Robot Production Value (US$ Million) by Application (2020-2025)
 Table 60. Global Parallel Material Handling Robot Production Value (US$ Million) by Application (2026-2031)
 Table 61. Global Parallel Material Handling Robot Production Value Market Share by Application (2020-2025)
 Table 62. Global Parallel Material Handling Robot Production Value Market Share by Application (2026-2031)
 Table 63. Global Parallel Material Handling Robot Price (US$/Unit) by Application (2020-2025)
 Table 64. Global Parallel Material Handling Robot Price (US$/Unit) by Application (2026-2031)
 Table 65. FANUC (Japan) Parallel Material Handling Robot Company Information
 Table 66. FANUC (Japan) Parallel Material Handling Robot Specification and Application
 Table 67. FANUC (Japan) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 68. FANUC (Japan) Main Business and Markets Served
 Table 69. FANUC (Japan) Recent Developments/Updates
 Table 70. KUKA (Germany) Parallel Material Handling Robot Company Information
 Table 71. KUKA (Germany) Parallel Material Handling Robot Specification and Application
 Table 72. KUKA (Germany) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 73. KUKA (Germany) Main Business and Markets Served
 Table 74. KUKA (Germany) Recent Developments/Updates
 Table 75. ABB (Switzerland) Parallel Material Handling Robot Company Information
 Table 76. ABB (Switzerland) Parallel Material Handling Robot Specification and Application
 Table 77. ABB (Switzerland) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 78. ABB (Switzerland) Main Business and Markets Served
 Table 79. ABB (Switzerland) Recent Developments/Updates
 Table 80. Yaskawa (Motoman)(Japan) Parallel Material Handling Robot Company Information
 Table 81. Yaskawa (Motoman)(Japan) Parallel Material Handling Robot Specification and Application
 Table 82. Yaskawa (Motoman)(Japan) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 83. Yaskawa (Motoman)(Japan) Main Business and Markets Served
 Table 84. Yaskawa (Motoman)(Japan) Recent Developments/Updates
 Table 85. Nachi (Japan) Parallel Material Handling Robot Company Information
 Table 86. Nachi (Japan) Parallel Material Handling Robot Specification and Application
 Table 87. Nachi (Japan) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 88. Nachi (Japan) Main Business and Markets Served
 Table 89. Nachi (Japan) Recent Developments/Updates
 Table 90. Kawasaki Robotics(Japan) Parallel Material Handling Robot Company Information
 Table 91. Kawasaki Robotics(Japan) Parallel Material Handling Robot Specification and Application
 Table 92. Kawasaki Robotics(Japan) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 93. Kawasaki Robotics(Japan) Main Business and Markets Served
 Table 94. Kawasaki Robotics(Japan) Recent Developments/Updates
 Table 95. Comau (Italy) Parallel Material Handling Robot Company Information
 Table 96. Comau (Italy) Parallel Material Handling Robot Specification and Application
 Table 97. Comau (Italy) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 98. Comau (Italy) Main Business and Markets Served
 Table 99. Comau (Italy) Recent Developments/Updates
 Table 100. EPSON Robots (Japan) Parallel Material Handling Robot Company Information
 Table 101. EPSON Robots (Japan) Parallel Material Handling Robot Specification and Application
 Table 102. EPSON Robots (Japan) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 103. EPSON Robots (Japan) Main Business and Markets Served
 Table 104. EPSON Robots (Japan) Recent Developments/Updates
 Table 105. Staubli (Switzerland) Parallel Material Handling Robot Company Information
 Table 106. Staubli (Switzerland) Parallel Material Handling Robot Specification and Application
 Table 107. Staubli (Switzerland) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 108. Staubli (Switzerland) Main Business and Markets Served
 Table 109. Staubli (Switzerland) Recent Developments/Updates
 Table 110. Omron Adept Technologies (US) Parallel Material Handling Robot Company Information
 Table 111. Omron Adept Technologies (US) Parallel Material Handling Robot Specification and Application
 Table 112. Omron Adept Technologies (US) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 113. Omron Adept Technologies (US) Main Business and Markets Served
 Table 114. Omron Adept Technologies (US) Recent Developments/Updates
 Table 115. DENSO Robotics (Japan) Parallel Material Handling Robot Company Information
 Table 116. DENSO Robotics (Japan) Parallel Material Handling Robot Specification and Application
 Table 117. DENSO Robotics (Japan) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 118. DENSO Robotics (Japan) Main Business and Markets Served
 Table 119. DENSO Robotics (Japan) Recent Developments/Updates
 Table 120. OTC Daihen (Japan) Parallel Material Handling Robot Company Information
 Table 121. OTC Daihen (Japan) Parallel Material Handling Robot Specification and Application
 Table 122. OTC Daihen (Japan) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 123. OTC Daihen (Japan) Main Business and Markets Served
 Table 124. OTC Daihen (Japan) Recent Developments/Updates
 Table 125. Toshiba (Japan) Parallel Material Handling Robot Company Information
 Table 126. Toshiba (Japan) Parallel Material Handling Robot Specification and Application
 Table 127. Toshiba (Japan) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 128. Toshiba (Japan) Main Business and Markets Served
 Table 129. Toshiba (Japan) Recent Developments/Updates
 Table 130. Mitsubishi Electric (Japan) Parallel Material Handling Robot Company Information
 Table 131. Mitsubishi Electric (Japan) Parallel Material Handling Robot Specification and Application
 Table 132. Mitsubishi Electric (Japan) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 133. Mitsubishi Electric (Japan) Main Business and Markets Served
 Table 134. Mitsubishi Electric (Japan) Recent Developments/Updates
 Table 135. Universal Robots (Denmark) Parallel Material Handling Robot Company Information
 Table 136. Universal Robots (Denmark) Parallel Material Handling Robot Specification and Application
 Table 137. Universal Robots (Denmark) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 138. Universal Robots (Denmark) Main Business and Markets Served
 Table 139. Universal Robots (Denmark) Recent Developments/Updates
 Table 140. Hyundai Robotics (Korea) Parallel Material Handling Robot Company Information
 Table 141. Hyundai Robotics (Korea) Parallel Material Handling Robot Specification and Application
 Table 142. Hyundai Robotics (Korea) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 143. Hyundai Robotics (Korea) Main Business and Markets Served
 Table 144. Hyundai Robotics (Korea) Recent Developments/Updates
 Table 145. Siasun (China) Parallel Material Handling Robot Company Information
 Table 146. Siasun (China) Parallel Material Handling Robot Specification and Application
 Table 147. Siasun (China) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 148. Siasun (China) Main Business and Markets Served
 Table 149. Siasun (China) Recent Developments/Updates
 Table 150. Anhui EFORT Intelligent Equipment (China) Parallel Material Handling Robot Company Information
 Table 151. Anhui EFORT Intelligent Equipment (China) Parallel Material Handling Robot Specification and Application
 Table 152. Anhui EFORT Intelligent Equipment (China) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 153. Anhui EFORT Intelligent Equipment (China) Main Business and Markets Served
 Table 154. Anhui EFORT Intelligent Equipment (China) Recent Developments/Updates
 Table 155. Estun Automation (China) Parallel Material Handling Robot Company Information
 Table 156. Estun Automation (China) Parallel Material Handling Robot Specification and Application
 Table 157. Estun Automation (China) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 158. Estun Automation (China) Main Business and Markets Served
 Table 159. Estun Automation (China) Recent Developments/Updates
 Table 160. Guangzhou CNC Equipment (China) Parallel Material Handling Robot Company Information
 Table 161. Guangzhou CNC Equipment (China) Parallel Material Handling Robot Specification and Application
 Table 162. Guangzhou CNC Equipment (China) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 163. Guangzhou CNC Equipment (China) Main Business and Markets Served
 Table 164. Guangzhou CNC Equipment (China) Recent Developments/Updates
 Table 165. STEP Electric Corporation (China) Parallel Material Handling Robot Company Information
 Table 166. STEP Electric Corporation (China) Parallel Material Handling Robot Specification and Application
 Table 167. STEP Electric Corporation (China) Parallel Material Handling Robot Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 168. STEP Electric Corporation (China) Main Business and Markets Served
 Table 169. STEP Electric Corporation (China) Recent Developments/Updates
 Table 170. Key Raw Materials Lists
 Table 171. Raw Materials Key Suppliers Lists
 Table 172. Parallel Material Handling Robot Distributors List
 Table 173. Parallel Material Handling Robot Customers List
 Table 174. Parallel Material Handling Robot Market Trends
 Table 175. Parallel Material Handling Robot Market Drivers
 Table 176. Parallel Material Handling Robot Market Challenges
 Table 177. Parallel Material Handling Robot Market Restraints
 Table 178. Research Programs/Design for This Report
 Table 179. Key Data Information from Secondary Sources
 Table 180. Key Data Information from Primary Sources
 Table 181. Authors List of This Report


List of Figures
 Figure 1. Product Picture of Parallel Material Handling Robot
 Figure 2. Global Parallel Material Handling Robot Market Value by Type, (US$ Million) & (2020-2031)
 Figure 3. Global Parallel Material Handling Robot Market Share by Type: 2024 VS 2031
 Figure 4. < 5 Kg Product Picture
 Figure 5. 5 - 10 Kg Product Picture
 Figure 6. > 10 Kg Product Picture
 Figure 7. Global Parallel Material Handling Robot Market Value by Application, (US$ Million) & (2020-2031)
 Figure 8. Global Parallel Material Handling Robot Market Share by Application: 2024 VS 2031
 Figure 9. Automotive
 Figure 10. Chemical, Rubber and Plastic
 Figure 11. Electrical and Electronics
 Figure 12. Metal and Machinery
 Figure 13. Food, Beverages and Pharmaceuticals
 Figure 14. Others
 Figure 15. Global Parallel Material Handling Robot Production Value (US$ Million), 2020 VS 2024 VS 2031
 Figure 16. Global Parallel Material Handling Robot Production Value (US$ Million) & (2020-2031)
 Figure 17. Global Parallel Material Handling Robot Production Capacity (K Units) & (2020-2031)
 Figure 18. Global Parallel Material Handling Robot Production (K Units) & (2020-2031)
 Figure 19. Global Parallel Material Handling Robot Average Price (US$/Unit) & (2020-2031)
 Figure 20. Parallel Material Handling Robot Report Years Considered
 Figure 21. Parallel Material Handling Robot Production Share by Manufacturers in 2024
 Figure 22. Global Parallel Material Handling Robot Production Value Share by Manufacturers (2024)
 Figure 23. Parallel Material Handling Robot Market Share by Company Type (Tier 1, Tier 2, and Tier 3): 2020 VS 2024
 Figure 24. The Global 5 and 10 Largest Players: Market Share by Parallel Material Handling Robot Revenue in 2024
 Figure 25. Global Parallel Material Handling Robot Production Value by Region: 2020 VS 2024 VS 2031 (US$ Million)
 Figure 26. Global Parallel Material Handling Robot Production Value Market Share by Region: 2020 VS 2024 VS 2031
 Figure 27. Global Parallel Material Handling Robot Production Comparison by Region: 2020 VS 2024 VS 2031 (K Units)
 Figure 28. Global Parallel Material Handling Robot Production Market Share by Region: 2020 VS 2024 VS 2031
 Figure 29. North America Parallel Material Handling Robot Production Value (US$ Million) Growth Rate (2020-2031)
 Figure 30. Europe Parallel Material Handling Robot Production Value (US$ Million) Growth Rate (2020-2031)
 Figure 31. China Parallel Material Handling Robot Production Value (US$ Million) Growth Rate (2020-2031)
 Figure 32. Japan Parallel Material Handling Robot Production Value (US$ Million) Growth Rate (2020-2031)
 Figure 33. Global Parallel Material Handling Robot Consumption by Region: 2020 VS 2024 VS 2031 (K Units)
 Figure 34. Global Parallel Material Handling Robot Consumption Market Share by Region: 2020 VS 2024 VS 2031
 Figure 35. North America Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 36. North America Parallel Material Handling Robot Consumption Market Share by Country (2020-2031)
 Figure 37. U.S. Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 38. Canada Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 39. Europe Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 40. Europe Parallel Material Handling Robot Consumption Market Share by Country (2020-2031)
 Figure 41. Germany Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 42. France Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 43. U.K. Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 44. Italy Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 45. Netherlands Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 46. Asia Pacific Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 47. Asia Pacific Parallel Material Handling Robot Consumption Market Share by Region (2020-2031)
 Figure 48. China Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 49. Japan Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 50. South Korea Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 51. China Taiwan Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 52. Southeast Asia Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 53. India Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 54. Latin America, Middle East & Africa Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 55. Latin America, Middle East & Africa Parallel Material Handling Robot Consumption Market Share by Country (2020-2031)
 Figure 56. Mexico Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 57. Brazil Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 58. Turkey Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 59. GCC Countries Parallel Material Handling Robot Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 60. Global Production Market Share of Parallel Material Handling Robot by Type (2020-2031)
 Figure 61. Global Production Value Market Share of Parallel Material Handling Robot by Type (2020-2031)
 Figure 62. Global Parallel Material Handling Robot Price (US$/Unit) by Type (2020-2031)
 Figure 63. Global Production Market Share of Parallel Material Handling Robot by Application (2020-2031)
 Figure 64. Global Production Value Market Share of Parallel Material Handling Robot by Application (2020-2031)
 Figure 65. Global Parallel Material Handling Robot Price (US$/Unit) by Application (2020-2031)
 Figure 66. Parallel Material Handling Robot Value Chain
 Figure 67. Channels of Distribution (Direct Vs Distribution)
 Figure 68. Bottom-up and Top-down Approaches for This Report
 Figure 69. Data Triangulation
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