Analysts’ Viewpoint on Retail Analytics Scenario
Retail analytics refers to the processes and techniques used by businesses to discover, collect, and analyze retail data. Increase in demand for better customer experiences; adoption of advanced technologies such as artificial intelligence, machine learning, IoT, 5G, and big data in retail analytics solutions; increased profitability through assortment planning (AP) process; and global digitalization are likely to drive the global retail analytics market. Data analytics in the retail industry not only provides detailed customer insights but also provides organizations with insights into the business and processes with scope as well as a need for improvement. Retail analytics tools can provide users with detailed data analysis on key performance metrics. These retail data analytics tools help retailers monitor transactions, sales volume, profitability, etc., while also enabling them to gather useful business insights.
Retail analytics is the process of gathering analytical data about inventory levels, supply chain movements, consumer demand, sales, and more. This data can be used for various applications such as maintaining procurement levels and making crucial marketing decisions. Retailers can utilize these insights effectively and enhance their operations in various ways such as optimizing store layout and design, improving pricing strategy, enhancing promotional campaigns, iterating on product displays, driving personalized product recommendations, and building comprehensive customer personas. Furthermore, retail analytics data can provide companies with useful information about customers that helps retailers understand and meet customers’ needs. Retail business analytics tools can predict future sales and demand. Rise in focus on business intelligence (BI) and analytics; and adoption of advanced technology for retail analytics solutions are likely to increase and intensify the competition. Leading retail analytics companies across the globe are developing innovative tools and implementing retail business intelligence to gain lucrative revenue opportunities.
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The foremost driving factor of leveraging retail analytics is that it offers tangible and actionable insights into customer behavior. Retail analytics services focus on providing personalized attention to each customer. Changing consumer demands and growing competition among retailers for customer loyalty prompted companies to adopt data-driven retail analytics solutions that keep customers engaged with the company for a longer period of time. Retailers can analyze customer data and anticipate customer needs and demands with the help of retail predictive analytics. It also helps target the right customer and retain loyal customers. Additionally, it can analyze the buying pattern of customers and attract new customers through lucrative offers.
Moreover, from a customer-centric perspective, adoption of a retail analytics strategy is expected to provide companies with the tools and technology necessary to develop and automate seamless customer experiences across online channels. Increase in adoption of customer relationship management (CRM) solutions in the retail industry is enhancing customer experiences. Additionally, growth in the adoption of IoT, point-of-sale (POS), RFID, and other smart devices generate big data, which retailers can efficiently use data sets to discover customer buying preferences and hidden customer insights. Thus, retailers mostly focus on better customer experience solutions, which is estimated to directly boost the demand for retail analytics software and services in the next few years. Furthermore, retailers are adopting retail analytics solutions to improve their operations and streamline business processes in order to increase productivity of their business. This factor has majorly driven the adoption of retail analytics solutions for managing retail operations to a significant scale.
Growing integration of advanced technologies, such as artificial intelligence, machine learning, and big data, with retail analytics is expected to help retailers provide an enhanced business portfolio. Various technologies help retailers identify trends, developments, and recommendations for future purposes. Additionally, big data is set to help retailers identify loyal customers and provide loyalty offers accordingly. For instance, retailers can use machine learning and data analytics to analyze data and provide insights about the quantity, price, and sales of products to target the right customers, thus helping retailers reduce operational costs and provide a competitive advantage. Moreover, retail analytics caters to AI and machine learning technology, enabling these advanced technologies to extract insights needed to automate decision-making based on a testing and learning cycle that is conducted autonomously by computers. Furthermore, efficient retail analytics platforms would be required to support the greater adoption of AI and machine learning in the retail industry.
Retail analytics is a key component of the sector's digital transformation, as it forms the foundation of artificial intelligence (AI), technology that enables retailers to enhance communication, adopt price-optimization strategies, rationalize inventory, and provide consistent shopping experiences across channels. Rise in adoption of data-intensive technologies, such as AI and ML, in retail analytics is expected to play an increasingly important role for retailers in the near future. Implementation of these advanced technologies requires the ability to handle large amounts of data and continually improve data analysis skills.
The retail analytics market in North America is expected to hold a prominent share by the end of 2022 owing to the significant global market share held by the U.S. and Canada. Additionally, advanced technologies easily integrate with retail analytics and provide efficient results in the region. North America is home to big players in the retail industry, specifically in the U.S. and Canada, who adopt retail analytics extensively and are ready to invest more in the near future. Market players in the regions are rapidly outsourcing analytics technology to gain business intelligence in retail industry. Meanwhile, the market for retail analytics in Europe is expected to register a significant growth rate (CAGR, %) during the forecast period. This is ascribed to a rise in adoption of retail analytics to integrate with international standards in order to account for potential changes in the business and technical requirements. The retail analytics market in Asia Pacific is projected to grow at a high CAGR during the forecast period primarily due to the significant presence of advanced technologies and availability of infrastructure in the region. The retail analytics market in Middle East & Africa are projected to grow at a steady pace in the next few years. The UAE is a lucrative market for retail analytics, due to the presence of well-developed hypermarkets and supermarkets. However, Saudi Arabia has a large population and low penetration of organized retail industries; therefore, it offers an attractive opportunity for the retail analytics market in the region.
The global retail analytics market is consolidated, with the presence of a few large-scale vendors that control majority of the share. Most firms are spending a significantly on comprehensive research and development. Expansion of product portfolios and mergers and acquisitions are key strategies adopted by prominent players. The global retail analytics market assessment report includes various sections such as retail analytics market drivers, retail analytics market challenges, retail analytics market pricing analysis, retail analytics statistics, etc. IBM Corporation, Microsoft Corporation, Oracle Corporation, Qlik, SAP SE, SAS Institute Inc., Hewlett Packard Enterprise Development LP (HPE), RetailNext, Inc., Fractal Analytics Inc., Manthan Software Services Pvt. Ltd, HCL Technologies, and TIBCO Software are the prominent entities operating in this market.
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Each of these players has been profiled in the retail analytics market report based on parameters such as company overview, financial overview, business strategies, product portfolio, business segments, and recent developments.
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Attribute |
Detail |
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Market Size (Value) in 2021 |
US$ 6.56 Bn |
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Market Forecast Value in 2031 |
US$ 122.08 Bn |
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Growth Rate (CAGR) |
34.7% |
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Forecast Period |
2022–2031 |
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Historical Data Available |
2017–2020 |
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Quantitative Units |
US$ Bn for Value |
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Market Analysis |
Includes cross-segment analysis at global as well as regional level. Furthermore, qualitative analysis includes drivers, restraints, opportunities, key trends, Porter’s Five Forces analysis, value chain analysis, and key trend analysis. |
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Competition Landscape |
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Format |
Electronic (PDF) + Excel |
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Market Segmentation |
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Regions Covered |
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Countries Covered |
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Companies Profiled |
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Customization Scope |
Available upon request |
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Pricing |
Available upon request |
The retail analytics market is expected to reach US$ 6.56 Bn by 2031
The retail analytics market is estimated to rise at a CAGR of 34.7% during the forecast period
Increase in demand for better customer experiences and emergence of artificial intelligence and machine technologies for data analysis
North America is more attractive region for vendors in the global retail analytics market
IBM Corporation, Microsoft Corporation, Oracle Corporation, Qlik, SAP SE, SAS Institute Inc., Hewlett Packard Enterprise Development LP (HPE), RetailNext, Inc., Fractal Analytics Inc., Manthan Software Services Pvt. Ltd, HCL Technologies, and TIBCO Software.
1. Preface
1.1. Market Introduction
1.2. Market Segmentation
1.3. Key Research Objectives
2. Assumptions and Research Methodology
2.1. Research Methodology
2.1.1. List of Primary and Secondary Sources
2.2. Key Assumptions for Data Modelling
3. Executive Summary: Global Retail Analytics Market
4. Market Overview
4.1. Market Definition
4.2. Technology/ Product Roadmap
4.3. Market Factor Analysis
4.3.1. Forecast Factors
4.3.2. Ecosystem/ Value Chain Analysis
4.3.3. Market Dynamics (Growth Influencers)
4.3.3.1. Drivers
4.3.3.2. Restraints
4.3.3.3. Opportunities
4.3.3.4. Impact Analysis of Drivers and Restraints
4.4. COVID-19 Impact Analysis
4.4.1. Impact of COVID-19 on Retail Analytics Market
4.4.2. Application Sentiment Analysis: Comparative Analysis on Spending
4.4.2.1. Increase in Spending
4.4.2.2. Decrease in Spending
4.4.3. Short Term and Long Term Impact on the Market
4.5. Market Opportunity Assessment – by Region (North America/ Europe/ Asia Pacific/ Middle East and Africa/ South America)
4.5.1. By Component
4.5.2. By Deployment
4.5.3. By Application
5. Global Retail Analytics Market Analysis and Forecast
5.1. Market Revenue Analysis (US$ Bn), 2016-2031
5.1.1. Historic Growth Trends, 2016-2021
5.1.2. Forecast Trends, 2022-2031
5.2. Pricing Model Analysis/ Price Trend Analysis
6. Global Retail Analytics Market Analysis, by Component
6.1. Overview and Definitions
6.2. Key Segment Analysis
6.3. Retail Analytics Market Size (US$ Bn) Forecast, by Component, 2018 - 2031
6.3.1. Software
6.3.2. Services
6.3.2.1. Professional
6.3.2.2. Managed
7. Global Retail Analytics Market Analysis, by Deployment
7.1. Overview and Definitions
7.2. Key Segment Analysis
7.3. Retail Analytics Market Size (US$ Bn) Forecast, by Deployment, 2018 - 2031
7.3.1. Cloud
7.3.2. On-premise
8. Global Retail Analytics Market Analysis, by Application
8.1. Overview and Definitions
8.2. Key Segment Analysis
8.3. Retail Analytics Market Size (US$ Bn) Forecast, by Application, 2018 - 2031
8.3.1. Merchandising analysis
8.3.2. Pricing analysis
8.3.3. Customer analytics
8.3.4. Inventory analysis
8.3.5. Supply analysis
8.3.6. Others
9. Global Retail Analytics Market Analysis and Forecasts, by Region
9.1. Key Findings
9.2. Market Size (US$ Bn) Forecast by Region, 2018-2031
9.2.1. North America
9.2.2. Europe
9.2.3. Asia Pacific
9.2.4. Middle East & Africa
9.2.5. South America
10. North America Retail Analytics Market Analysis and Forecast
10.1. Regional Outlook
10.2. Retail Analytics Market Size (US$ Bn) Analysis and Forecast, 2018 - 2031
10.2.1. By Component
10.2.2. By Deployment
10.2.3. By Application
10.3. Retail Analytics Market Size (US$ Bn) Forecast, by Country, 2018 - 2031
10.3.1. U.S.
10.3.2. Canada
10.3.3. Mexico
11. Europe Retail Analytics Market Analysis and Forecast
11.1. Regional Outlook
11.2. Retail Analytics Market Size (US$ Bn) Analysis and Forecast, 2018 - 2031
11.2.1. By Component
11.2.2. By Deployment
11.2.3. By Application
11.3. Retail Analytics Market Size (US$ Bn) Forecast, by Country & Sub-region, 2018 - 2031
11.3.1. Germany
11.3.2. U.K.
11.3.3. France
11.3.4. Italy
11.3.5. Spain
11.3.6. Rest of Europe
12. Asia Pacific Retail Analytics Market Analysis and Forecast
12.1. Regional Outlook
12.2. Retail Analytics Market Size (US$ Bn) Analysis and Forecast, 2018 - 2031
12.2.1. By Component
12.2.2. By Deployment
12.2.3. By Application
12.3. Retail Analytics Market Size (US$ Bn) Forecast, by Country & Sub-region, 2018 - 2031
12.3.1. China
12.3.2. India
12.3.3. Japan
12.3.4. ASEAN
12.3.5. Rest of Asia Pacific
13. Middle East & Africa Retail Analytics Market Analysis and Forecast
13.1. Regional Outlook
13.2. Retail Analytics Market Size (US$ Bn) Analysis and Forecast, 2018 - 2031
13.2.1. By Component
13.2.2. By Deployment
13.2.3. By Application
13.3. Retail Analytics Market Size (US$ Bn) Forecast, by Country & Sub-region, 2018 - 2031
13.3.1. Saudi Arabia
13.3.2. The UAE
13.3.3. South Africa
13.3.4. Rest of Middle East & Africa
14. South America Retail Analytics Market Analysis and Forecast
14.1. Regional Outlook
14.2. Retail Analytics Market Size (US$ Bn) Analysis and Forecast, 2018 - 2031
14.2.1. By Component
14.2.2. By Deployment
14.2.3. By Application
14.3. Retail Analytics Market Size (US$ Bn) Forecast, by Country & Sub-region, 2018 - 2031
14.3.1. Brazil
14.3.2. Argentina
14.3.3. Rest of South America
15. Competition Landscape
15.1. Market Competition Matrix, by Leading Players
15.2. Market Revenue Share Analysis (%), by Leading Players (2021)
15.3. Competitive Scenario
15.3.1. List of Emerging, Prominent and Leading Players
15.3.2. Major Mergers & Acquisitions, Expansions, Partnership, Contacts, Deals, etc.
16. Company Profiles
16.1. IBM Corporation
16.1.1. Business Overview
16.1.2. Company Revenue
16.1.3. Product Portfolio
16.1.4. Geographic Footprint
16.1.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.2. Microsoft Corporation
16.2.1. Business Overview
16.2.2. Company Revenue
16.2.3. Product Portfolio
16.2.4. Geographic Footprint
16.2.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.3. Oracle Corporation
16.3.1. Business Overview
16.3.2. Company Revenue
16.3.3. Product Portfolio
16.3.4. Geographic Footprint
16.3.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.4. Qlik
16.4.1. Business Overview
16.4.2. Company Revenue
16.4.3. Product Portfolio
16.4.4. Geographic Footprint
16.4.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.5. SAP SE
16.5.1. Business Overview
16.5.2. Company Revenue
16.5.3. Product Portfolio
16.5.4. Geographic Footprint
16.5.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.6. SAS Institute Inc.
16.6.1. Business Overview
16.6.2. Company Revenue
16.6.3. Product Portfolio
16.6.4. Geographic Footprint
16.6.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.7. Hewlett Packard Enterprise Development LP
16.7.1. Business Overview
16.7.2. Company Revenue
16.7.3. Product Portfolio
16.7.4. Geographic Footprint
16.7.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.8. RetailNext, Inc.
16.8.1. Business Overview
16.8.2. Company Revenue
16.8.3. Product Portfolio
16.8.4. Geographic Footprint
16.8.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.9. Fractal Analytics Inc.
16.9.1. Business Overview
16.9.2. Company Revenue
16.9.3. Product Portfolio
16.9.4. Geographic Footprint
16.9.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.10. Manthan Software Services Pvt. Ltd
16.10.1. Business Overview
16.10.2. Company Revenue
16.10.3. Product Portfolio
16.10.4. Geographic Footprint
16.10.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.11. HCL Technologies
16.11.1. Business Overview
16.11.2. Company Revenue
16.11.3. Product Portfolio
16.11.4. Geographic Footprint
16.11.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.12. TIBCO Software
16.12.1. Business Overview
16.12.2. Company Revenue
16.12.3. Product Portfolio
16.12.4. Geographic Footprint
16.12.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.13. Others
17. Key Takeaways
List of Tables
Table 1: Acronyms Used in the Retail Analytics Market
Table 2: North America Retail Analytics Market Revenue Analysis, by Country, 2022 - 2031 (US$ Bn)
Table 3: Europe Retail Analytics Market Revenue Analysis, by Country & Sub-region, 2022 - 2031 (US$ Bn)
Table 4: Asia Pacific Retail Analytics Market Revenue Analysis, by Country & Sub-region, 2022 - 2031 (US$ Bn)
Table 5: Middle East & Africa Retail Analytics Market Revenue Analysis, by Country & Sub-region, 2021 and 2031 (US$ Bn)
Table 6: South America Retail Analytics Market Revenue Analysis, by Country & Sub-region, 2022 - 2031 (US$ Bn)
Table 7: Forecast Factors: Relevance and Impact (1/2)
Table 8: Forecast Factors: Relevance and Impact (2/2)
Table 9: Impact Analysis of Drivers & Restraints
Table 10: List of Companies, Visits Per Minute (VPM), Features, and Pricing
Table 11: List of Companies, Visits Per Minute (VPM), Features, and Pricing
Table 12: Global Retail Analytics Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 13: Global Retail Analytics Market Value (US$ Bn) Forecast, by Deployment, 2018 – 2031
Table 14: Global Retail Analytics Market Value (US$ Bn) Forecast, by Application, 2018 – 2031
Table 15: Global Retail Analytics Market Volume (US$ Bn) Forecast, by Region, 2018 - 2031
Table 16: North America Retail Analytics Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 17: North America Retail Analytics Market Value (US$ Bn) Forecast, by Deployment, 2018 – 2031
Table 18: North America Retail Analytics Market Value (US$ Bn) Forecast, by Application, 2018 – 2031
Table 19: North America Retail Analytics Market Value (US$ Bn) Forecast, by Country, 2018 - 2031
Table 20: U.S. Retail Analytics Market Revenue CAGR Breakdown (%), by Growth Term
Table 21: Canada Retail Analytics Market Revenue CAGR Breakdown (%), by Growth Term
Table 22: Mexico Retail Analytics Market Revenue CAGR Breakdown (%), by Growth Term
Table 23: Europe Retail Analytics Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 24: Europe Retail Analytics Market Value (US$ Bn) Forecast, by Application, 2018 – 2031
Table 25: Europe Retail Analytics Market Value (US$ Bn) Forecast, by Country & Sub-region, 2018 - 2031
Table 26: Germany Retail Analytics Market Revenue CAGR Breakdown (%), by Growth Term
Table 27: UK Retail Analytics Market Revenue CAGR Breakdown (%), by Growth Term
Table 28: France Retail Analytics Market Revenue CAGR Breakdown (%), by Growth Term
Table 29: Italy Retail Analytics Market Revenue CAGR Breakdown (%), by Growth Term
Table 30: Spain Retail Analytics Market Revenue CAGR Breakdown (%), by Growth Term
Table 31: Asia Pacific Retail Analytics Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 32: Asia Pacific Retail Analytics Market Value (US$ Bn) Forecast, by Deployment, 2018 – 2031
Table 33: Asia Pacific Retail Analytics Market Value (US$ Bn) Forecast, by Application, 2018 – 2031
Table 34: Asia Pacific Retail Analytics Market Value (US$ Bn) Forecast, by Country, 2018 - 2031
Table 35: China Retail Analytics Market Revenue CAGR Breakdown (%), by Growth Term
Table 36: India Retail Analytics Market Revenue CAGR Breakdown (%), by Growth Term
Table 37: Japan Retail Analytics Market Revenue CAGR Breakdown (%), by Growth Term
Table 38: ASEAN Retail Analytics Market Revenue CAGR Breakdown (%), by Growth Term
Table 39: Middle East & Africa Retail Analytics Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 40: Middle East & Africa Retail Analytics Market Value (US$ Bn) Forecast, by Deployment, 2018 – 2031
Table 41: Middle East & Africa Retail Analytics Market Value (US$ Bn) Forecast, by Application, 2018 – 2031
Table 42: Middle East & Africa Retail Analytics Market Value (US$ Bn) Forecast, by Country & Sub-region, 2018 - 2031
Table 43: Saudi Arabia Retail Analytics Market Revenue CAGR Breakdown (%), by Growth Term
Table 44: The United Arab Emirates Retail Analytics Market Revenue CAGR Breakdown (%), by Growth Term
Table 45: South Africa Retail Analytics Market Revenue CAGR Breakdown (%), by Growth Term
Table 46: South America Retail Analytics Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 47: South America Retail Analytics Market Value (US$ Bn) Forecast, by Deployment, 2018 – 2031
Table 48: South America Retail Analytics Market Value (US$ Bn) Forecast, by Application, 2018 – 2031
Table 49: South America Retail Analytics Market Value (US$ Bn) Forecast, by Country & Sub-region, 2018 - 2031
Table 50: Brazil Retail Analytics Market Revenue CAGR Breakdown (%), by Growth Term
Table 51: Argentina Retail Analytics Market Revenue CAGR Breakdown (%), by Growth Term
Table 52: Mergers & Acquisitions, Partnerships (1/2)
Table 53: Mergers & Acquisitions, Partnership (2/2)
List of Figures
Figure 1: Global Retail Analytics Market Size (US$ Bn) Forecast, 2018–2031
Figure 2: Global Retail Analytics Market Revenue (US$ Bn) Opportunity Assessment, by Region, 2022E
Figure 3: Top Segment Analysis of Retail Analytics Market
Figure 4: Global Retail Analytics Market Revenue (US$ Bn) Opportunity Assessment, by Region, 2031F
Figure 5: Global Retail Analytics Market Attractiveness Assessment, by Component
Figure 6: Global Retail Analytics Market Attractiveness Assessment, by Deployment
Figure 7: Global Retail Analytics Market Attractiveness Assessment, by Application
Figure 8: Global Retail Analytics Market Attractiveness Assessment, by Region
Figure 9: Global Retail Analytics Market Revenue (US$ Bn) Historic Trends, 2016 – 2021
Figure 10: Global Retail Analytics Market Revenue Opportunity (US$ Bn) Historic Trends, 2016 – 2021
Figure 11: Global Retail Analytics Market Value Share Analysis, by Component, 2022
Figure 12: Global Retail Analytics Market Value Share Analysis, by Component, 2031
Figure 13: Global Retail Analytics Market Absolute Opportunity (US$ Bn), by Software, 2022 – 2031
Figure 14: Global Retail Analytics Market Absolute Opportunity (US$ Bn), by Services, 2022 – 2031
Figure 15: Global Retail Analytics Market Value Share Analysis, by Deployment, 2022
Figure 16: Global Retail Analytics Market Value Share Analysis, by Deployment, 2031
Figure 17: Global Retail Analytics Market Absolute Opportunity (US$ Bn), by Cloud, 2022 – 2031
Figure 18: Global Retail Analytics Market Absolute Opportunity (US$ Bn), by On-premise, 2022 – 2031
Figure 19: Global Retail Analytics Market Value Share Analysis, by Application, 2022
Figure 20: Global Retail Analytics Market Value Share Analysis, by Application, 2031
Figure 21: Global Retail Analytics Market Absolute Opportunity (US$ Bn), by Merchandising analysis, 2022 – 2031
Figure 22: Global Retail Analytics Market Absolute Opportunity (US$ Bn), by Pricing analysis, 2022 – 2031
Figure 23: Global Retail Analytics Market Absolute Opportunity (US$ Bn), by Customer analytics, 2022 – 2031
Figure 24: Global Retail Analytics Market Absolute Opportunity (US$ Bn), by Inventory analysis, 2022 – 2031
Figure 25: Global Retail Analytics Market Absolute Opportunity (US$ Bn), by Supply chain analysis, 2022 – 2031
Figure 26: Global Retail Analytics Market Absolute Opportunity (US$ Bn), by Others analysis, 2022 – 2031
Figure 27: Global Retail Analytics Market Opportunity (US$ Bn), by Region
Figure 28: Global Retail Analytics Market Opportunity Share (%), by Region, 2022–2031
Figure 29: Global Retail Analytics Market Size (US$ Bn), by Region, 2022 & 2031
Figure 30: Global Retail Analytics Market Value Share Analysis, by Region, 2022
Figure 31: Global Retail Analytics Market Value Share Analysis, by Region, 2031
Figure 32: North America Retail Analytics Market Absolute Opportunity (US$ Bn), 2022 – 2031
Figure 33: Europe Retail Analytics Market Absolute Opportunity (US$ Bn), 2022 – 2031
Figure 34: Asia Pacific Retail Analytics Market Absolute Opportunity (US$ Bn), 2022 – 2031
Figure 35: Middle East & Africa Retail Analytics Market Absolute Opportunity (US$ Bn), 2022 – 2031
Figure 36: South America Retail Analytics Market Absolute Opportunity (US$ Bn), 2022 – 2031
Figure 37: North America Retail Analytics Market Revenue Opportunity Share, by Component
Figure 38: North America Retail Analytics Market Revenue Opportunity Share, by Deployment
Figure 39: North America Retail Analytics Market Revenue Opportunity Share, by Application
Figure 40: North America Retail Analytics Market Revenue Opportunity Share, by Country & Sub-region
Figure 41: North America Retail Analytics Market Value Share Analysis, by Component, 2022
Figure 42: North America Retail Analytics Market Value Share Analysis, by Component, 2031
Figure 43: North America Retail Analytics Market Absolute Opportunity (US$ Bn), by Software, 2022 – 2031
Figure 44: North America Retail Analytics Market Absolute Opportunity (US$ Bn), by Services, 2022 – 2031
Figure 45: North America Retail Analytics Market Value Share Analysis, by Deployment, 2022
Figure 46: North America Retail Analytics Market Value Share Analysis, by Deployment, 2031
Figure 47: North America Retail Analytics Market Absolute Opportunity (US$ Bn), by Cloud, 2022 – 2031
Figure 48: North America Retail Analytics Market Absolute Opportunity (US$ Bn), by On-premise, 2022 – 2031
Figure 49: North America Retail Analytics Market Value Share Analysis, by Application, 2022
Figure 50: North America Retail Analytics Market Value Share Analysis, by Application, 2031
Figure 51: North America Retail Analytics Market Absolute Opportunity (US$ Bn), by Merchandising analysis, 2022 – 2031
Figure 52: North America Retail Analytics Market Absolute Opportunity (US$ Bn), by Pricing analysis, 2022 – 2031
Figure 53: North America Retail Analytics Market Absolute Opportunity (US$ Bn), by Customer analytics, 2022 – 2031
Figure 54: North America Retail Analytics Market Absolute Opportunity (US$ Bn), by Inventory analysis, 2022 – 2031
Figure 55: North America Retail Analytics Market Absolute Opportunity (US$ Bn), by Supply chain analysis, 2022 – 2031
Figure 56: North America Retail Analytics Market Absolute Opportunity (US$ Bn), by Others analysis, 2022 – 2031
Figure 57: North America Retail Analytics Market Value Share Analysis, by Country, 2022
Figure 58: North America Retail Analytics Market Value Share Analysis, by Country, 2031
Figure 59: U.S. Retail Analytics Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 60: Canada Retail Analytics Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 61: Mexico Retail Analytics Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 62: Europe Retail Analytics Market Revenue Opportunity Share, by Component
Figure 63: Europe Retail Analytics Market Revenue Opportunity Share, by Deployment
Figure 64: Europe Retail Analytics Market Revenue Opportunity Share, by Application
Figure 65: Europe Retail Analytics Market Revenue Opportunity Share, by Country & Sub-region
Figure 66: Europe Retail Analytics Market Value Share Analysis, by Component, 2022
Figure 67: Europe Retail Analytics Market Value Share Analysis, by Component, 2031
Figure 68: Europe Retail Analytics Market Absolute Opportunity (US$ Bn), by Software, 2022 – 2031
Figure 69: Europe Retail Analytics Market Absolute Opportunity (US$ Bn), by Services, 2022 – 2031
Figure 70: Europe Retail Analytics Market Value Share Analysis, by Deployment, 2022
Figure 71: Europe Retail Analytics Market Value Share Analysis, by Deployment, 2031
Figure 72: Europe Retail Analytics Market Absolute Opportunity (US$ Bn), by Cloud, 2022 – 2031
Figure 73: Europe Retail Analytics Market Absolute Opportunity (US$ Bn), by On-premise, 2022 – 2031
Figure 74: Europe Retail Analytics Market Value Share Analysis, by Application, 2022
Figure 75: Europe Retail Analytics Market Value Share Analysis, by Application, 2031
Figure 76: Europe Retail Analytics Market Absolute Opportunity (US$ Bn), by Merchandising analysis, 2022 – 2031
Figure 77: Europe Retail Analytics Market Absolute Opportunity (US$ Bn), by Pricing analysis, 2022 – 2031
Figure 78: Europe Retail Analytics Market Absolute Opportunity (US$ Bn), by Customer analytics, 2022 – 2031
Figure 79: Europe Retail Analytics Market Absolute Opportunity (US$ Bn), by Inventory analysis, 2022 – 2031
Figure 80: Europe Retail Analytics Market Absolute Opportunity (US$ Bn), by Supply chain analysis, 2022 – 2031
Figure 81: Europe Retail Analytics Market Absolute Opportunity (US$ Bn), by Others analysis, 2022 – 2031
Figure 82: Europe Retail Analytics Market Value Share Analysis, by Country & Sub-region, 2022
Figure 83: Europe Retail Analytics Market Value Share Analysis, by Country & Sub-region, 2031
Figure 84: Germany Retail Analytics Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 85: U.K. Retail Analytics Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 86: France Retail Analytics Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 87: Italy Retail Analytics Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 88: Spain Retail Analytics Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 89: Asia Pacific Retail Analytics Market Revenue Opportunity Share, by Component
Figure 90: Asia Pacific Retail Analytics Market Revenue Opportunity Share, by Deployment
Figure 91: Asia Pacific Retail Analytics Market Revenue Opportunity Share, by Application
Figure 92: Asia Pacific Retail Analytics Market Revenue Opportunity Share, by Country & Sub-region
Figure 93: Asia Pacific Retail Analytics Market Value Share Analysis, by Component, 2022
Figure 94: Asia Pacific Retail Analytics Market Value Share Analysis, by Component, 2031
Figure 95: Asia Pacific Retail Analytics Market Absolute Opportunity (US$ Bn), by Software, 2022 – 2031
Figure 96: Asia Pacific Retail Analytics Market Absolute Opportunity (US$ Bn), by Services, 2022 – 2031
Figure 97: Asia Pacific Retail Analytics Market Value Share Analysis, by Deployment, 2022
Figure 98: Asia Pacific Retail Analytics Market Value Share Analysis, by Deployment, 2031
Figure 99: Asia Pacific Retail Analytics Market Absolute Opportunity (US$ Bn), by Cloud, 2022 – 2031
Figure 100: Asia Pacific Retail Analytics Market Absolute Opportunity (US$ Bn), by On-premise, 2022 – 2031
Figure 101: Asia Pacific Retail Analytics Market Value Share Analysis, by Application, 2022
Figure 102: Asia Pacific Retail Analytics Market Value Share Analysis, by Application, 2031
Figure 103: Asia Pacific Retail Analytics Market Absolute Opportunity (US$ Bn), by Merchandising analysis, 2022 – 2031
Figure 104: Asia Pacific Retail Analytics Market Absolute Opportunity (US$ Bn), by Pricing analysis, 2022 – 2031
Figure 105: Asia Pacific Retail Analytics Market Absolute Opportunity (US$ Bn), by Customer analytics, 2022 – 2031
Figure 106: Asia Pacific Retail Analytics Market Absolute Opportunity (US$ Bn), by Inventory analysis, 2022 – 2031
Figure 107: Asia Pacific Retail Analytics Market Absolute Opportunity (US$ Bn), by Supply chain analysis, 2022 – 2031
Figure 108: Asia Pacific Retail Analytics Market Absolute Opportunity (US$ Bn), by Others analysis, 2022 – 2031
Figure 109: Asia Pacific Retail Analytics Market Value Share Analysis, by Country & Sub-region, 2022
Figure 110: Asia Pacific Retail Analytics Market Value Share Analysis, by Country & Sub-region, 2031
Figure 111: China Retail Analytics Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 112: India Retail Analytics Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 113: Japan Retail Analytics Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 114: ASEAN Retail Analytics Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 115: Middle East & Africa Retail Analytics Market Revenue Opportunity Share, by Component
Figure 116: Middle East & Africa Retail Analytics Market Revenue Opportunity Share, by Deployment
Figure 117: Middle East & Africa Retail Analytics Market Revenue Opportunity Share, by Application
Figure 118: Middle East & Africa Retail Analytics Market Revenue Opportunity Share, by Country & Sub-region
Figure 119: Middle East & Africa Retail Analytics Market Value Share Analysis, by Component, 2022
Figure 120: Middle East & Africa Retail Analytics Market Value Share Analysis, by Component, 2031
Figure 121: Middle East & Africa Retail Analytics Market Absolute Opportunity (US$ Bn), by Software, 2022 – 2031
Figure 122: Middle East & Africa Retail Analytics Market Absolute Opportunity (US$ Bn), by Services, 2022 – 2031
Figure 123: Middle East & Africa Retail Analytics Market Value Share Analysis, by Deployment, 2022
Figure 124: Middle East & Africa Retail Analytics Market Value Share Analysis, by Deployment, 2031
Figure 125: Middle East & Africa Retail Analytics Market Absolute Opportunity (US$ Bn), by Cloud, 2022 – 2031
Figure 126: Middle East & Africa Retail Analytics Market Absolute Opportunity (US$ Bn), by On-premise, 2022 – 2031
Figure 127: Middle East & Africa Retail Analytics Market Value Share Analysis, by Application, 2022
Figure 128: Middle East & Africa Retail Analytics Market Value Share Analysis, by Application, 2031
Figure 129: Middle East & Africa Retail Analytics Market Absolute Opportunity (US$ Bn), by Merchandising analysis, 2022 – 2031
Figure 130: Middle East & Africa Retail Analytics Market Absolute Opportunity (US$ Bn), by Pricing analysis, 2022 – 2031
Figure 131: Middle East & Africa Retail Analytics Market Absolute Opportunity (US$ Bn), by Customer analytics, 2022 – 2031
Figure 132: Middle East & Africa Retail Analytics Market Absolute Opportunity (US$ Bn), by Inventory analysis, 2022 – 2031
Figure 133: Middle East & Africa Retail Analytics Market Absolute Opportunity (US$ Bn), by Supply chain analysis, 2022 – 2031
Figure 134: Middle East & Africa Retail Analytics Market Absolute Opportunity (US$ Bn), by Others analysis, 2022 – 2031
Figure 135: Middle East & Africa Retail Analytics Market Value Share Analysis, by Country & Sub-region, 2022
Figure 136: Middle East & Africa Retail Analytics Market Value Share Analysis, by Country & Sub-region, 2031
Figure 137: Saudi Arabia Retail Analytics Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 138: The United Arab Emirates Retail Analytics Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 139: South Africa Retail Analytics Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 140: South America Retail Analytics Market Revenue Opportunity Share, by Component
Figure 141: South America Retail Analytics Market Revenue Opportunity Share, by Deployment
Figure 142: South America Retail Analytics Market Revenue Opportunity Share, by Application
Figure 143: South America Retail Analytics Market Revenue Opportunity Share, by Country & Sub-region
Figure 144: South America Retail Analytics Market Value Share Analysis, by Component, 2022
Figure 145: South America Retail Analytics Market Value Share Analysis, by Component, 2031
Figure 146: South America Retail Analytics Market Absolute Opportunity (US$ Bn), by Software, 2022 – 2031
Figure 147: South America Retail Analytics Market Absolute Opportunity (US$ Bn), by Services, 2022 – 2031
Figure 148: South America Retail Analytics Market Value Share Analysis, by Deployment, 2022
Figure 149: South America Retail Analytics Market Value Share Analysis, by Deployment, 2031
Figure 150: South America Retail Analytics Market Absolute Opportunity (US$ Bn), by Cloud, 2022 – 2031
Figure 151: South America Retail Analytics Market Absolute Opportunity (US$ Bn), by On-premise, 2022 – 2031
Figure 152: South America Retail Analytics Market Value Share Analysis, by Application, 2022
Figure 153: South America Retail Analytics Market Value Share Analysis, by Application, 2031
Figure 154: South America Retail Analytics Market Absolute Opportunity (US$ Bn), by Merchandising analysis, 2022 – 2031
Figure 155: South America Retail Analytics Market Absolute Opportunity (US$ Bn), by Pricing analysis, 2022 – 2031
Figure 156: South America Retail Analytics Market Absolute Opportunity (US$ Bn), by Customer analytics, 2022 – 2031
Figure 157: South America Retail Analytics Market Absolute Opportunity (US$ Bn), by Inventory analysis, 2022 – 2031
Figure 158: South America Retail Analytics Market Absolute Opportunity (US$ Bn), by Supply chain analysis, 2022 – 2031
Figure 159: South America Retail Analytics Market Absolute Opportunity (US$ Bn), by Others analysis, 2022 – 2031
Figure 160: South America Retail Analytics Market Value Share Analysis, by Country & Sub-region, 2022
Figure 161: South America Retail Analytics Market Value Share Analysis, by Country & Sub-region, 2031
Figure 162: Brazil Retail Analytics Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 163: Argentina Retail Analytics Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
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Retail Analytics Market
