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Report
Retail Analytics Market (Component: Software and Services; Application: Merchandising analysis, Pricing analysis, Customer analytics, Inventory analysis, Supply chain analysis, and Others) - Global Industry Analysis, Size, Share, Growth, Trends, and Forecast, 2022-2031
Market Report I 2022-09-02 I 245 Pages I Transparency Market Research
Retail Analytics Market - Scope of Report
TMR's report on the global retail analytics market studies the past as well as the current growth trends and opportunities to gain valuable insights of the indicators of the market during the forecast period from 2022 to 2031. The report provides revenue of the global retail analytics market for the period 2017-2031, considering 2021 as the base year and 2031 as the forecast year. The report also provides the compound annual growth rate (CAGR %) of the global retail analytics market from 2022 to 2031.
The report has been prepared after an extensive research. Primary research involved bulk of the research efforts, wherein analysts carried out interviews with key opinion leaders, industry leaders, and opinion makers. Secondary research involved referring to key players' product literature, annual reports, press releases, and relevant documents to understand the retail analytics market.
Secondary research also included Internet sources, statistical data from government agencies, websites, and trade associations. Analysts employed a combination of top-down and bottom-up approaches to study various attributes of the global retail analytics market.
The report includes an elaborate executive summary, along with a snapshot of the growth behavior of various segments included in the scope of the study. Moreover, the report sheds light on the changing competitive dynamics in the global retail analytics market. These serve as valuable tools for existing market players as well as for entities interested in participating in the global retail analytics market.
The report delves into the competitive landscape of the global retail analytics market. Key players operating in the global retail analytics market have been identified and each one of these has been profiled, in terms of various attributes. Company overview, financial standings, recent developments, and SWOT are attributes of players in the global retail analytics market profiled in this report.
RESEARCH METHODOLOGY
The research methodology will be a combination of exhaustive primary and secondary research to analyze the market retail analytics.
Secondary Research
Secondary research includes a search of company literature, technical writing, patent data, Internet sources, and statistical data from government websites, trade associations, and agencies. This has proven to be the most reliable, effective, and successful approach for obtaining precise data, capturing industry participants' insights, and recognizing business opportunities.
Secondary research sources that we typically refer, but are not limited to:
Company websites, presentations, annual reports, white papers, technical paper, product brochure
Internal and external proprietary databases and relevant patents
National government documents, statistical databases, and market reports
News articles, press releases, and webcasts specific to companies operating in the market
Specific Secondary Sources:
Industry Sources:
WorldWideScience.org
Elsevier, Inc.
National Institutes of Health (NIH)
PubMed
NCBI
Department of Health Care Service
Trade Data Sources
Trade Map
UN Comtrade
Trade Atlas
Company Information
OneSource Business Browser
Hoover's
Factiva
Bloomberg
Mergers & Acquisitions
Thomson Mergers & Acquisitions
MergerStat
Profound
Primary Research
During the course of research, we conduct in-depth interviews and discussions with a wide range of key industry participants and opinion leaders. Primary research represents bulk of research efforts, supplemented by extensive secondary research.
We conduct primary interviews on the ongoing basis with industry participants and commentators to validate data and analysis. A typical research interview fulfills the following functions:
Provides first-hand information on market size, market trends, growth trends, competitive landscape, outlook, etc.
Helps in validating and strengthening secondary research findings
Further develops the analysis team's expertise and market understanding
Primary research involves e-mail interactions, telephonic interviews, as well as face-to-face interviews for each market, category, segment, and sub-segment across geographies
Participants who typically take part in such a process include, but are not limited to:
Industry participants: Marketing/product managers, market intelligence managers, and regional sales managers
Purchasing/Sourcing managers, technical personnel, distributors
Outside experts: Investment bankers, valuation experts, and research analysts specializing in specific markets
Key opinion leaders specializing in different areas corresponding to different industry verticals
List of primary participants, but not limited to:
Advanced Oncotherapy PLC
Danfysik A/S
Hitachi, Ltd.
IBA Worldwide
Mevion Medical Systems, Inc.
Data Triangulation: Information culled from "Secondary & Primary Sources" is cross-checked with "TMR Knowledge Repository", which is updated every quarter.
Market Estimation: Market size estimations involved in-depth study of product features, technology updates, geographic presence, product demand, sales data (value or volume), historical year-on-year growth, and others. Other approaches were also utilized to derive market size and forecasts. Where no hard data was available, we employed modeling techniques in order to produce comprehensive datasets. A rigorous methodology has been adopted, wherein the available hard data are cross-referenced with the following data types to produce estimates:
Demographic Data: Healthcare expenditure, inflation rates, and others
Industry Indicators: R&D investment, technology stage, and infrastructure, sector growth, and facilities
Market Forecasting: Market forecasts for various segments are derived taking into account drivers, restraints/challenges, and opportunities prevailing in the market and considering advantages/disadvantages of segments/sub-segments over other segments/sub-segments. Business environment, historical sales pattern, unmet needs, competitive intensity, and country-wise surgery data are some of the other pivotal factors, which are considered to derive market forecasts.
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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