Artificial Intelligence in Retail Market Size, Share, and Growth by 2031
Coverage: Artificial Intelligence in Retail Market covers analysis By Offering (Solution and Services), Function (Operation-Focused and Customer Facing), Type (Online and Offline), Application (Predictive Analysis, In-Store Visual Monitoring & Surveillance, Customer Relationship Management, Market Forecasting, Inventory Management, and Others)
- Report Date : Nov 2025
- Report Code : TIPTE100000703
- Category : Technology, Media and Telecommunications
- Status : Upcoming
- Available Report Formats :
- No. of Pages : 170
The Artificial Intelligence in Retail Market is expected to register a CAGR of 29.60% from 2025 to 2031, with a market size expanding from US$ 11.07 Billion in 2024 to US$ 67.97 Billion by 2031.
The report is categorized by Offering (Solution and Services) and further analyzes the market based on Function (Operation-Focused and Customer Facing). It also examines the market by Type (Online and Offline) and Industry Application (Predictive Analysis, In-Store Visual Monitoring & Surveillance, Customer Relationship Management, Market Forecasting, Inventory Management). A comprehensive breakdown is provided at global, regional, and country levels for each of these key segments.
The report includes market size and forecasts across all segments, presenting values in USD. It also delivers key statistics on the current market status of leading players, along with insights into prevailing market trends and emerging opportunities.
Purpose of the Report
The report Artificial Intelligence in Retail Market by The Insight Partners aims to describe the present landscape and future growth, top driving factors, challenges, and opportunities. This will provide insights to various business stakeholders, such as:
- Technology Providers/Manufacturers: To understand the evolving market dynamics and know the potential growth opportunities, enabling them to make informed strategic decisions.
- Investors: To conduct a comprehensive trend analysis regarding the market growth rate, market financial projections, and opportunities that exist across the value chain.
- Regulatory bodies: To regulate policies and police activities in the market with the aim of minimizing abuse, preserving investor trust and confidence, and upholding the integrity and stability of the market.
Artificial Intelligence in Retail Market Segmentation
Offering
- Solution and Services
Function
- Operation-Focused and Customer Facing
Type
- Online and Offline
Application
- Predictive Analysis
- In-Store Visual Monitoring & Surveillance
- Customer Relationship Management
- Market Forecasting
- Inventory Management
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Artificial Intelligence in Retail Market: Strategic Insights
| Market Size Value in | US$ 6.59 billion in 2022 |
| Market Size Value by | US$ 52.45 billion by 2030 |
| Growth rate | CAGR of 29.6% from 2022 to 2030 |
| Forecast Period | 2022-2030 |
| Base Year | 2022 |
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Artificial Intelligence in Retail Market Growth Drivers
- Unlocking AI: Transforming Retail Experiences for Shoppers
- Empowering Retailers with Smart AI Solutions
- Revolutionizing Inventory Management through AI Insights
Artificial Intelligence in Retail Market Future Trends
- Unlocking AI: Transforming Retail Experiences for Shoppers
- AI-Powered Insights: Boosting Sales and Customer Loyalty
- Revolutionizing Inventory Management with Smart AI Solutions
Artificial Intelligence in Retail Market Opportunities
- AI-Powered Personalization: Revolutionizing Retail Experiences
- Sustainable Shopping: How AI is Shaping Eco-Friendly Choices
- Smart Inventory Management: AI's Role in Reducing Waste and Costs
Market Report Scope
Key Selling Points
- Comprehensive Coverage: The report comprehensively covers the analysis of products, services, types, and end users of the Artificial Intelligence in Retail Market, providing a holistic landscape.
- Expert Analysis: The report is compiled based on the in-depth understanding of industry experts and analysts.
- Up-to-date Information: The report assures business relevance due to its coverage of recent information and data trends.
- Customization Options: This report can be customized to cater to specific client requirements and suit the business strategies aptly.
The research report on the Artificial Intelligence in Retail Market can, therefore, help spearhead the trail of decoding and understanding the industry scenario and growth prospects. Although there can be a few valid concerns, the overall benefits of this report tend to outweigh the disadvantages.
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
Offering, Function, Type, and Application
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
This text is related
to country scope.
Table of Contents
1 Table of Contents 2
1.1 List of Tables 9
1.2 List of Figures 10
2 Introduction 14
2.1 Scope of the Study 14
2.2 The Insight Partners Research Report Guidance 14
3 Key Takeaways 16
4 Artificial Intelligence in Retail Market Landscape 18
4.1 Market Overview 18
4.2 Market Segmentation 19
4.2.1 Global Artificial Intelligence in Retail Market - By Retail Format 21
4.2.2 Global Artificial Intelligence in Retail Market - By Technology 21
4.2.3 Global Artificial Intelligence in Retail Market - By Application 21
4.2.4 Global Artificial Intelligence in Retail Market - By Geography 21
4.3 PEST Analysis 23
4.3.1 North America PEST Analysis 23
4.3.2 Europe PEST Analysis 26
4.3.3 Asia Pacific PEST Analysis 29
4.3.4 Middle East & Africa PEST Analysis 31
4.3.5 South America PEST Analysis 34
5 Global Artificial Intelligence in Retail Market - Key Industry Dynamics 36
5.1 Key Market Drivers 36
5.1.1 Startups are at the forefront, driving the adoption of AI in retail industry 36
5.1.2 Rapid adoption of game-changing technologies across the retail - value chain 37
5.1.3 Tremendous growth in mobile market is expected to encourage the widespread adoption of AI in retail 37
5.2 Key Market Restraints 38
5.2.1 Lack of in-house knowledge and cultural readiness hold back AI adoption 38
5.2.2 High cost and difficulty of implementing new technologies 38
5.3 Key Market Opporunities 39
5.3.1 Rising investments in speech analytics technology 39
5.4 Future Trends 39
5.4.1 Artificial intelligence to bridge the gap between online and offline retailing 39
5.4.2 Artificial intelligence enabled virtual mirrors to be major traction in fashion retail industry 40
5.5 Impact Analysis of Drivers and Restraints 41
6 Artificial Intelligence in Retail Market - Global 42
6.1 Global Artificial Intelligence Market Overview 42
6.2 Global Artificial Intelligence in Retail Market Forecast and Analysis 42
7 Global Artificial Intelligence in Retail Market Analysis - By Retail Format 44
7.1 Overview 44
7.2 E-commerce 45
7.2.1 Overview 45
7.2.2 Global Ecommerce Market Revenue and Forecasts to 2025 (US$ Mn) 45
7.3 Brick ‘n’ Mortar 47
7.3.1 Overview 47
7.3.2 Global Brick ‘n’ Mortar Market Revenue and Forecasts to 2025 (US$ Mn) 47
8 Global Artificial Intelligence in Retail Market Analysis - By Technology 49
8.1 Overview 49
8.2 Chatbots 50
8.2.1 Overview 50
8.2.2 Global Chatbots Market Revenue and Forecasts to 2025 (US$ Mn) 50
8.3 Recommendation Engines 52
8.3.1 Overview 52
8.3.2 Global Recommendation Engine Market Revenue and Forecasts to 2025 (US$ Mn) 52
8.4 Audio Visual Analytics 53
8.4.1 Overview 53
8.4.2 Global Audio Video Analytics Market Revenue and Forecasts to 2025 (US$ Mn) 54
8.5 Others 55
8.5.1 Overview 55
8.5.2 Global Others Market Revenue and Forecasts to 2025 (US$ Mn) 55
9 Global Artificial Intelligence in Retail Market Analysis - By Application 56
9.1 Overview 56
9.2 Sales & Marketing 57
9.2.1 Overview 57
9.2.2 Global Sales & Marketing Market Revenue and Forecasts to 2025 (US$ Mn) 57
9.3 Supply Chain & logistics 58
9.3.1 Overview 58
9.3.2 Global Supply Chain & Logistics Market Revenue and Forecasts to 2025 (US$ Mn) 59
9.4 Customer Experience & Management 60
9.4.1 Overview 60
9.4.2 Global Customer Experience & Management Market Revenue and Forecasts to 2025 (US$ Mn) 60
9.5 Shelf Analytics 61
9.5.1 Overview 61
9.5.2 Global Shelf Analytics Market Revenue and Forecasts to 2025 (US$ Mn) 61
9.6 Pricing 62
9.6.1 Overview 62
9.6.2 Global Pricing Market Revenue and Forecasts to 2025 (US$ Mn) 63
9.7 In-Store Navigation 63
9.7.1 Overview 64
9.7.2 Global In-Store Navigation Market Revenue and Forecasts to 2025 (US$ Mn) 64
9.8 Auto-checkouts 64
9.8.1 Overview 65
9.8.2 Global Auto Checkout Market Revenue and Forecasts to 2025 (US$ Mn) 65
9.9 Others 66
9.9.1 Overview 66
9.9.2 Global Others Market Revenue and Forecasts to 2025 (US$ Mn) 66
10 Global Artificial Intelligence in Retail Market - Geographical Analysis 67
10.1 Overview 67
10.2 North America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 68
10.2.1 Overview 68
10.2.2 North America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 68
10.2.3 North America Artificial Intelligence in Retail Market Breakdown by Key Countries 69
10.2.3.1 US Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 70
10.2.3.2 Canada Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 71
10.2.3.3 Mexico Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 72
10.2.4 North America Artificial Intelligence in Retail Market Breakdown by Retail Format 73
10.2.5 North America Artificial Intelligence in Retail Market Breakdown by Technology 74
10.2.6 North America Artificial Intelligence in Retail Market Breakdown by Application 75
10.3 Europe Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 77
10.3.1 Overview 77
10.3.2 Europe Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 77
10.3.3 Europe Artificial Intelligence in Retail Market Breakdown by Key Countries 78
10.3.3.1 France Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 79
10.3.3.2 Germany Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 80
10.3.3.3 Italy Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 81
10.3.3.4 Spain Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 82
10.3.3.5 UK Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 83
10.3.4 Europe Artificial Intelligence in Retail Market Breakdown by Retail Format 84
10.3.5 Europe Artificial Intelligence in Retail Market Breakdown by Technology 85
10.3.6 Europe Artificial Intelligence in Retail Market Breakdown by Application 86
10.4 Asia Pacific (APAC) Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 88
10.4.1 Overview 88
10.4.2 Asia Pacific Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 89
10.4.3 Asia Pacific Artificial Intelligence in Retail Market Breakdown by Countries 90
10.4.3.1 China Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 90
10.4.3.2 India Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 91
10.4.3.3 Japan Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 92
10.4.3.4 Australia Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 93
10.4.4 Asia Pacific Artificial Intelligence in Retail Market Breakdown by Retail Format 94
10.4.5 Asia Pacific Artificial Intelligence in Retail Market Breakdown by Technology 95
10.4.6 Asia Pacific Artificial Intelligence in Retail Market Breakdown by Application 96
10.5 Middle East & Africa (MEA) Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 98
10.5.1 Overview 98
10.5.2 Middle East & Africa Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 98
10.5.3 Middle East & Africa Artificial Intelligence in Retail Market Breakdown by Key Countries 99
10.5.3.1 Saudi Arabia Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 100
10.5.3.2 UAE Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 101
10.5.3.3 South Africa Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 102
10.5.4 Middle East & Africa Artificial Intelligence in Retail Market Breakdown by Retail Format 103
10.5.5 Middle East & Africa Artificial Intelligence in Retail Market Breakdown by Technology 104
10.5.6 Middle East & Africa Artificial Intelligence in Retail Market Breakdown by Application 105
10.6 South America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 107
10.6.1 Overview 107
10.6.2 South America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 107
10.6.3 South America Artificial Intelligence in Retail Market Breakdown by Key Countries 108
10.6.3.1 Brazil Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 109
10.6.4 South America Artificial Intelligence in Retail Market Breakdown by Retail Format 110
10.6.5 South America Artificial Intelligence in Retail Market Breakdown by Technology 111
10.6.6 South America Artificial Intelligence in Retail Market Breakdown by Application 112
11 Industry Landscape 114
11.1 Market Initative 114
11.2 Merger and Acquisition 115
12 Competitive Landscape 117
12.1 Competitive Product Mapping 117
12.2 Market Positioning - Global Top 5 Players Ranking 118
13 Global Artificial Intelligence in Retail Market - Key Company Profiles 119
13.1 Sentient Technologies Holdings Limited 119
13.1.1 Key Facts 119
13.1.2 Business Description 119
13.1.3 Financial Overview 120
13.1.4 SWOT Analysis 120
13.1.5 Key Developments 122
13.2 Manthan Software Services Pvt. Ltd. 123
13.2.1 Key Facts 123
13.2.2 Business Description 123
13.2.3 Financial Overview 123
13.2.4 SWOT Analysis 124
13.2.5 Key Developments 126
13.3 Focal Systems Inc. 127
13.3.1 Key Facts 127
13.3.2 Business Description 127
13.3.3 Financial Overview 128
13.3.4 SWOT Analysis 128
13.3.5 Key Developments 129
13.4 Microsoft Corporation 131
13.4.1 Key Facts 131
13.4.2 Business Description 131
13.4.3 Financial Overview 132
13.4.4 SWOT Analysis 133
13.4.5 Key Developments 135
13.5 ViSenze 136
13.5.1 Key Facts 136
13.5.2 Business Description 136
13.5.3 Financial Overview 137
13.5.4 SWOT Analysis 137
13.5.5 Key Developments 139
13.6 Tata Consultancy Services Limited 140
13.6.1 Key Facts 140
13.6.2 Business Description 140
13.6.3 Financial Overview 141
13.6.4 SWOT Analysis 142
13.6.5 Key Developments 144
13.7 Salesforce.com, Inc. 145
13.7.1 Key Facts 145
13.7.2 Business Description 145
13.7.3 Financial Overview 146
13.7.4 SWOT Analysis 147
13.7.5 Key Developments 149
13.8 Plexure Ltd. 150
13.8.1 Key Facts 150
13.8.2 Business Description 150
13.8.3 Financial Overview 151
13.8.4 SWOT Analysis 152
13.8.5 Key Developments 153
13.9 Google,Inc. 154
13.9.1 Key Facts 154
13.9.2 Business Description 154
13.9.3 Financial Overview 155
13.9.4 SWOT Analysis 156
13.9.5 Key Developments 158
13.10 IBM Watson Group 159
13.10.1 Key Facts 159
13.10.2 Business Description 159
13.10.3 Financial Overview 160
13.10.4 SWOT Analysis 160
13.10.5 Key Developments 163
14 Appendix 164
14.1 About The Insight Partners 164
14.2 Glossary of Terms 165
14.3 Methodology 167
14.3.1 Coverage 167
14.3.2 Secondary Research 167
14.3.3 Primary Research 168
14.4 Contact Us 169
14.5 Disclaimer 169
List of Tables
Table 1: Global Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 43
Table 2: North America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Retail Format (US$ Mn) 73
Table 3: North America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Technology (US$ Mn) 74
Table 4: North America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Application (US$ Mn) 75
Table 5: Europe Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Retail Format (US$ Mn) 84
Table 6: Europe Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Technology (US$ Mn) 85
Table 7: Europe Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Application (US$ Mn) 86
Table 8: Asia Pacific Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Retail Format (US$ Mn) 94
Table 9: Asia Pacific Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Technology (US$ Mn) 95
Table 10: Asia Pacific Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Application (US$ Mn) 96
Table 11: Middle East and Africa Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Retail Format (US$ Mn) 103
Table 12: Middle East and Africa Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Technology (US$ Mn) 104
Table 13: Middle East and Africa Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Application (US$ Mn) 105
Table 14: South America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Retail Format (US$ Mn) 110
Table 15: South America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Technology (US$ Mn) 111
Table 16: South America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Application (US$ Mn) 112
Table 17: Glossary of Terms, Artificial Intelligence in Retail Market 165
List of Figures
Figure 1: Global Artificial Intelligence in Retail Market, 2016 & 2025 16
Figure 2: Artificial Intelligence in Retail Market Segmentation 19
Figure 3: Artificial Intelligence in Retail Market Segmentation 20
Figure 4: North America PEST Analysis 23
Figure 5: Europe PEST Analysis 26
Figure 6: APAC PEST Analysis 29
Figure 7: MEA PEST Analysis 31
Figure 8: SAM PEST Analysis 34
Figure 9: Global Artificial Intelligence Start-Ups in Retail 36
Figure 10: Adoption of IoT in retail 37
Figure 11: Global Smart Phone Subscription Growth 38
Figure 12: Artificial Intelligence in Retail Market Impact Analysis of Driver and Restraints 41
Figure 13: Global Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 43
Figure 14: Global Artificial Intelligence in Retail Market Breakdown By Retail Format, 2016 & 2025 (%) 44
Figure 15: Ecommerce Market Revenue and Forecasts to 2025 (US$ Mn) 46
Figure 16: Brick ‘n’ Mortar Market Revenue and Forecasts to 2025 (US$ Mn) 48
Figure 17: Global Artificial Intelligence in Retail Market Breakdown By Technology, 2016 & 2025 (%) 49
Figure 18: Global Chatbots Market Revenue and Forecasts to 2025 (US$ Mn) 51
Figure 19: Global Recommendation Engine Market Revenue and Forecasts to 2025 (US$ Mn) 53
Figure 20: Global Audio Video Analytics Market Revenue and Forecasts to 2025 (US$ Mn) 55
Figure 21: Global Funds Market Revenue and Forecasts to 2025 (US$ Mn) 56
Figure 22: Global Artificial Intelligence in Retail Market Breakdown By Application, 2016 & 2025 (%) 57
Figure 23: Global Sales & Marketing Market Revenue and Forecasts to 2025 (US$ Mn) 59
Figure 24: Global Supply Chain & Logistics Market Revenue and Forecasts to 2025 (US$ Mn) 60
Figure 25: Global Customer Experience & Management Market Revenue and Forecasts to 2025 (US$ Mn) 62
Figure 26: Global Shelf Analytics Market Revenue and Forecasts to 2025 (US$ Mn) 63
Figure 27: Global Pricing Market Revenue and Forecasts to 2025 (US$ Mn) 64
Figure 28: Global In-Store Navigation Market Revenue and Forecasts to 2025 (US$ Mn) 65
Figure 29: Global Auto Checkout Market Revenue and Forecasts to 2025 (US$ Mn) 67
Figure 30: Global Others Market Revenue and Forecasts to 2025 (US$ Mn) 68
Figure 31: Artificial Intelligence in Retail Market, Global Breakdown by Regions, 2016 & 2025 (%) 69
Figure 32: North America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 70
Figure 33: North America Artificial Intelligence in Retail Market Breakdown by Key Countries, 2016 & 2025 (%) 71
Figure 34: US Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 72
Figure 35: Canada Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 73
Figure 36: Mexico Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 74
Figure 37: North America Artificial Intelligence in Retail Market Breakdown by Function, 2016 & 2025 (%) 75
Figure 38: North America Artificial Intelligence in Retail Market Breakdown by Technology, 2016 & 2025 (%) 76
Figure 39: North America Artificial Intelligence in Retail Market Breakdown by Application, 2016 & 2025 (%) 77
Figure 40: Europe Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 80
Figure 41: Europe Artificial Intelligence in Retail Market Breakdown by Key Countries, 2016 & 2025 (%) 81
Figure 42: France Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 81
Figure 43: Germany Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 82
Figure 44: Italy Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 83
Figure 45: Spain Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 84
Figure 46: UK Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 85
Figure 47: Europe Artificial Intelligence in Retail Market Breakdown by Retail Format, 2016 & 2025 (%) 86
Figure 48: Europe Artificial Intelligence in Retail Market Breakdown by Technology, 2016 & 2025 (%) 87
Figure 49: Europe Artificial Intelligence in Retail Market Breakdown by Application, 2016 & 2025 (%) 88
Figure 50: Asia Pacific Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 91
Figure 51: Asia Pacific Artificial Intelligence in Retail Market Breakdown by Key Countries, 2016 & 2025 (%) 92
Figure 52: China Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 92
Figure 53: India Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 93
Figure 54: Japan Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 94
Figure 55: Australia Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 95
Figure 56: Asia Pacific Artificial Intelligence in Retail Market Breakdown by Function, 2016 & 2025 (%) 96
Figure 57: Asia Pacific Artificial Intelligence in Retail Market Breakdown by Technology, 2016 & 2025 (%) 97
Figure 58: Asia Pacific Artificial Intelligence in Retail Market Breakdown by Application, 2016 & 2025 (%) 98
Figure 59: Middle East & Africa Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 100
Figure 60: Middle East & Africa Artificial Intelligence in Retail Market Breakdown by Key Countries, 2016 & 2025 (%) 101
Figure 61: Saudi Arabia Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 102
Figure 62: UAE Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 103
Figure 63: South Africa Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 104
Figure 64: Middle East & Africa Artificial Intelligence in Retail Market Breakdown by Retail Format, 2016 & 2025 (%) 105
Figure 65: Middle East & Africa Artificial Intelligence in Retail Market Breakdown by Technology, 2016 & 2025 (%) 106
Figure 66: Middle East & Africa Artificial Intelligence in Retail Market Breakdown by Application, 2016 & 2025 (%) 107
Figure 67: South America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 109
Figure 68: South America Artificial Intelligence in Retail Market Breakdown by Key Countries, 2016 & 2025 (%) 110
Figure 69: Brazil Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 111
Figure 70: South America Artificial Intelligence in Retail Market Breakdown by Retail Format, 2016 & 2025 (%) 112
Figure 71: South America Artificial Intelligence in Retail Market Breakdown by Technology, 2016 & 2025 (%) 113
Figure 72: South America Artificial Intelligence in Retail Market Breakdown by Application, 2016 & 2025 (%) 114
Figure 73: Artificial Intelligence in Retail Market Competitive Product Mapping 119
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The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published many reports and advised several clients across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organizations are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in the last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/Sales Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- 3.1 Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- 3.2 Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- 3.3 Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- 3.4 Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.
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