Artificial Intelligence (AI) in Retail

Artificial Intelligence (AI) in Retail


Global Artificial Intelligence (AI) in Retail Market to Reach US$80.6 Billion by 2030

The global market for Artificial Intelligence (AI) in Retail estimated at US$14.7 Billion in the year 2023, is expected to reach US$80.6 Billion by 2030, growing at a CAGR of 27.5% over the analysis period 2023-2030. Machine Learning Technology, one of the segments analyzed in the report, is expected to record a 27.8% CAGR and reach US$35.2 Billion by the end of the analysis period. Growth in the Natural Language Processing Technology segment is estimated at 28.6% CAGR over the analysis period.

The U.S. Market is Estimated at US$4.3 Billion While China is Forecast to Grow at 26.5% CAGR

The Artificial Intelligence (AI) in Retail market in the U.S. is estimated at US$4.3 Billion in the year 2023. China, the world`s second largest economy, is forecast to reach a projected market size of US$12.1 Billion by the year 2030 trailing a CAGR of 26.5% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 24.3% and 23.3% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 18.9% CAGR.

Global Artificial Intelligence (AI) in Retail Market - Key Trends and Drivers Summarized

How Is AI Personalizing the Shopping Experience in Retail?

Artificial Intelligence (AI) is transforming the retail landscape by offering personalized shopping experiences that cater to individual customer preferences, significantly enhancing engagement and satisfaction. Traditionally, retailers segmented customers based on basic demographic data, but AI now enables a much deeper level of personalization by analyzing extensive data on browsing habits, purchase history, and real-time behavior. For example, machine learning algorithms can identify patterns in a customer’s shopping journey and recommend products that align with their tastes, making the experience feel tailored and relevant. E-commerce giants like Amazon and fashion retailers like ASOS utilize AI-driven recommendation engines to offer curated product suggestions, while brick-and-mortar stores are increasingly adopting in-store personalization technologies. Through AI-powered apps and loyalty programs, physical stores can recognize customers as they enter, offering personalized promotions and real-time product suggestions. This level of personalization increases conversion rates, builds customer loyalty, and encourages repeat visits, marking a significant shift in how retailers engage with shoppers and stay competitive in a crowded market.

Can AI Enhance Inventory Management and Demand Forecasting in Retail?

AI is revolutionizing inventory management and demand forecasting in retail, optimizing stock levels and improving operational efficiency across the supply chain. In the past, inventory decisions were often based on historical sales data and estimations, which could lead to overstocking, stockouts, and inefficiencies. Today, AI-driven forecasting models use real-time data and predictive analytics to anticipate demand with remarkable accuracy, factoring in variables like seasonal trends, economic indicators, and even social media sentiment. This proactive approach allows retailers to adjust stock levels based on anticipated demand shifts, ensuring that popular items are always available while minimizing excess inventory. Retailers like Walmart and Zara employ AI algorithms to monitor sales patterns and automatically adjust inventory distribution across regions, stores, and online platforms. Additionally, AI helps streamline supply chains by predicting disruptions, optimizing order quantities, and coordinating logistics in real time. By integrating AI into inventory management and demand forecasting, retailers can significantly reduce waste, improve profitability, and enhance the customer experience by ensuring that products are available exactly when and where they’re needed.

How Is AI Enhancing Customer Service and Engagement in Retail?

AI is reshaping customer service in retail by automating interactions and providing around-the-clock support, improving customer satisfaction and fostering deeper engagement. AI-powered chatbots and virtual assistants are widely used across online retail platforms to assist customers with product recommendations, answer common questions, and manage returns and exchanges, all in real time. These chatbots use natural language processing (NLP) to understand customer inquiries and provide personalized responses, simulating a human-like interaction. Retailers like Sephora and H&M use chatbots to offer product recommendations, answer queries about stock availability, and assist with purchase decisions, creating a seamless shopping experience that meets customer expectations. In addition, AI in customer service allows retailers to track engagement across multiple touchpoints, from websites and mobile apps to social media, offering insights into customer preferences and improving future interactions. Through sentiment analysis, AI can gauge customer satisfaction and proactively address concerns, enhancing brand loyalty. By integrating AI into customer service, retailers can offer efficient, personalized support that builds customer relationships and boosts overall brand engagement.

What Factors Are Driving the Growth of AI in the Retail Sector?

The growth of AI in the retail sector is driven by several factors, including technological advancements, shifting consumer expectations, and the need for efficient, data-driven decision-making. With the rise of e-commerce and digital shopping platforms, the volume of customer data generated is growing exponentially, creating a strong demand for AI solutions capable of analyzing and leveraging this data to inform marketing strategies, inventory decisions, and customer engagement. Consumers increasingly expect personalized, seamless shopping experiences across channels, which has prompted retailers to adopt AI-driven tools that enhance customization and improve the overall shopping journey. Additionally, supply chain optimization has become a priority, especially after the pandemic, leading to the integration of AI to predict demand, streamline logistics, and manage inventory more effectively. Advances in machine learning, computer vision, and NLP are expanding AI applications in areas like recommendation engines, automated checkout, and virtual shopping assistants, which are reshaping customer expectations around convenience and service. Partnerships between retail and tech companies are further accelerating AI innovation in retail, providing tailored solutions that meet the sector`s unique demands. Collectively, these drivers underscore the transformative impact of AI in retail, positioning it as a critical asset for enhancing efficiency, customer satisfaction, and competitive advantage in an increasingly digital market.

SCOPE OF STUDY:

The report analyzes the Artificial Intelligence (AI) in Retail market in terms of US$ Million by the following Deployment; Technology; Type, and Geographic Regions/Countries:

Segments:
Technology (Machine Learning, Natural Language Processing, Computer Vision, Other Technologies); Type (Offline, Online); Deployment (Cloud, On-Premise)

Geographic Regions/Countries:
World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 91 Featured) -
  • Amazon Web Services
  • Bloomreach, Inc.
  • Google LLC
  • IBM Corporation
  • intel Corporation
  • Microsoft Corporation
  • NVidia Corporation
  • Oracle Corporation
  • Salesforce.Com, Inc.
  • SAP SE
  • Sentient technologies
  • ViSenze
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I. METHODOLOGY
II. EXECUTIVE SUMMARY
1. MARKET OVERVIEW
Influencer Market Insights
World Market Trajectories
Global Economic Update
Artificial Intelligence (AI) in Retail – Global Key Competitors Percentage Market Share in 2024 (E)
Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
2. FOCUS ON SELECT PLAYERS
3. MARKET TRENDS & DRIVERS
Growing Demand for Personalization Propels Growth of AI in Retail
Increasing Focus on Customer Experience Drives Adoption of AI-Powered Solutions
Here`s How AI-Powered Predictive Analytics Enhances Inventory and Demand Forecasting
Advances in Natural Language Processing Enable AI Chatbots and Virtual Assistants in Retail
Rising Use of AI for Personalized Recommendations Expands Scope of E-commerce
Growing Adoption of Computer Vision Enhances In-Store Product Recognition and Shelf Management
Here`s How AI in Dynamic Pricing Optimizes Revenue and Boosts Competitiveness
Increasing Demand for Real-Time Customer Insights Fuels AI in Retail Analytics
Focus on Enhancing Customer Engagement Drives Growth in AI-Enabled Loyalty Programs
Rising Popularity of Visual and Voice Search Expands AI Applications in Product Discovery
Growing Emphasis on Omnichannel Strategies Expands Market for AI in Cross-Platform Retail
Advances in Fraud Detection and Security Solutions Boost Adoption of AI in Retail Transactions
Increasing E-commerce Sales Drive Demand for AI in Optimizing Last-Mile Delivery
4. GLOBAL MARKET PERSPECTIVE
TABLE 1: World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 2: World 7-Year Perspective for Artificial Intelligence (AI) in Retail by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
TABLE 3: World Recent Past, Current & Future Analysis for Natural Language Processing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 4: World 7-Year Perspective for Natural Language Processing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 5: World Recent Past, Current & Future Analysis for Other Technologies by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 6: World 7-Year Perspective for Other Technologies by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 7: World Recent Past, Current & Future Analysis for Online by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 8: World 7-Year Perspective for Online by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 9: World Recent Past, Current & Future Analysis for Offline by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 10: World 7-Year Perspective for Offline by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 11: World Recent Past, Current & Future Analysis for Cloud by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 12: World 7-Year Perspective for Cloud by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 13: World Recent Past, Current & Future Analysis for On-Premise by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 14: World 7-Year Perspective for On-Premise by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 15: World Artificial Intelligence (AI) in Retail Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
TABLE 16: World Recent Past, Current & Future Analysis for Machine Learning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 17: World 7-Year Perspective for Machine Learning by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 18: World Recent Past, Current & Future Analysis for Computer Vision by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 19: World 7-Year Perspective for Computer Vision by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
III. MARKET ANALYSIS
UNITED STATES
Artificial Intelligence (AI) in Retail Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
TABLE 20: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Technology - Machine Learning, Natural Language Processing, Computer Vision and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 21: USA 7-Year Perspective for Artificial Intelligence (AI) in Retail by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Computer Vision and Other Technologies for the Years 2024 & 2030
TABLE 22: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Type - Offline and Online - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 23: USA 7-Year Perspective for Artificial Intelligence (AI) in Retail by Type - Percentage Breakdown of Value Sales for Offline and Online for the Years 2024 & 2030
TABLE 24: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 25: USA 7-Year Perspective for Artificial Intelligence (AI) in Retail by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
CANADA
TABLE 26: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Technology - Machine Learning, Natural Language Processing, Computer Vision and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 27: Canada 7-Year Perspective for Artificial Intelligence (AI) in Retail by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Computer Vision and Other Technologies for the Years 2024 & 2030
TABLE 28: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Type - Offline and Online - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 29: Canada 7-Year Perspective for Artificial Intelligence (AI) in Retail by Type - Percentage Breakdown of Value Sales for Offline and Online for the Years 2024 & 2030
TABLE 30: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 31: Canada 7-Year Perspective for Artificial Intelligence (AI) in Retail by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
JAPAN
Artificial Intelligence (AI) in Retail Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
TABLE 32: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Technology - Machine Learning, Natural Language Processing, Computer Vision and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 33: Japan 7-Year Perspective for Artificial Intelligence (AI) in Retail by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Computer Vision and Other Technologies for the Years 2024 & 2030
TABLE 34: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Type - Offline and Online - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 35: Japan 7-Year Perspective for Artificial Intelligence (AI) in Retail by Type - Percentage Breakdown of Value Sales for Offline and Online for the Years 2024 & 2030
TABLE 36: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 37: Japan 7-Year Perspective for Artificial Intelligence (AI) in Retail by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
CHINA
Artificial Intelligence (AI) in Retail Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
TABLE 38: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Technology - Machine Learning, Natural Language Processing, Computer Vision and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 39: China 7-Year Perspective for Artificial Intelligence (AI) in Retail by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Computer Vision and Other Technologies for the Years 2024 & 2030
TABLE 40: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Type - Offline and Online - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 41: China 7-Year Perspective for Artificial Intelligence (AI) in Retail by Type - Percentage Breakdown of Value Sales for Offline and Online for the Years 2024 & 2030
TABLE 42: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 43: China 7-Year Perspective for Artificial Intelligence (AI) in Retail by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
EUROPE
Artificial Intelligence (AI) in Retail Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
TABLE 44: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 45: Europe 7-Year Perspective for Artificial Intelligence (AI) in Retail by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
TABLE 46: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Technology - Machine Learning, Natural Language Processing, Computer Vision and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 47: Europe 7-Year Perspective for Artificial Intelligence (AI) in Retail by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Computer Vision and Other Technologies for the Years 2024 & 2030
TABLE 48: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Type - Offline and Online - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 49: Europe 7-Year Perspective for Artificial Intelligence (AI) in Retail by Type - Percentage Breakdown of Value Sales for Offline and Online for the Years 2024 & 2030
TABLE 50: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 51: Europe 7-Year Perspective for Artificial Intelligence (AI) in Retail by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
FRANCE
Artificial Intelligence (AI) in Retail Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
TABLE 52: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Technology - Machine Learning, Natural Language Processing, Computer Vision and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 53: France 7-Year Perspective for Artificial Intelligence (AI) in Retail by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Computer Vision and Other Technologies for the Years 2024 & 2030
TABLE 54: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Type - Offline and Online - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 55: France 7-Year Perspective for Artificial Intelligence (AI) in Retail by Type - Percentage Breakdown of Value Sales for Offline and Online for the Years 2024 & 2030
TABLE 56: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 57: France 7-Year Perspective for Artificial Intelligence (AI) in Retail by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
GERMANY
Artificial Intelligence (AI) in Retail Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
TABLE 58: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Technology - Machine Learning, Natural Language Processing, Computer Vision and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 59: Germany 7-Year Perspective for Artificial Intelligence (AI) in Retail by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Computer Vision and Other Technologies for the Years 2024 & 2030
TABLE 60: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Type - Offline and Online - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 61: Germany 7-Year Perspective for Artificial Intelligence (AI) in Retail by Type - Percentage Breakdown of Value Sales for Offline and Online for the Years 2024 & 2030
TABLE 62: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 63: Germany 7-Year Perspective for Artificial Intelligence (AI) in Retail by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
ITALY
TABLE 64: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Technology - Machine Learning, Natural Language Processing, Computer Vision and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 65: Italy 7-Year Perspective for Artificial Intelligence (AI) in Retail by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Computer Vision and Other Technologies for the Years 2024 & 2030
TABLE 66: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Type - Offline and Online - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 67: Italy 7-Year Perspective for Artificial Intelligence (AI) in Retail by Type - Percentage Breakdown of Value Sales for Offline and Online for the Years 2024 & 2030
TABLE 68: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 69: Italy 7-Year Perspective for Artificial Intelligence (AI) in Retail by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
UNITED KINGDOM
Artificial Intelligence (AI) in Retail Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
TABLE 70: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Technology - Machine Learning, Natural Language Processing, Computer Vision and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 71: UK 7-Year Perspective for Artificial Intelligence (AI) in Retail by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Computer Vision and Other Technologies for the Years 2024 & 2030
TABLE 72: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Type - Offline and Online - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 73: UK 7-Year Perspective for Artificial Intelligence (AI) in Retail by Type - Percentage Breakdown of Value Sales for Offline and Online for the Years 2024 & 2030
TABLE 74: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 75: UK 7-Year Perspective for Artificial Intelligence (AI) in Retail by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
REST OF EUROPE
TABLE 76: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Technology - Machine Learning, Natural Language Processing, Computer Vision and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 77: Rest of Europe 7-Year Perspective for Artificial Intelligence (AI) in Retail by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Computer Vision and Other Technologies for the Years 2024 & 2030
TABLE 78: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Type - Offline and Online - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 79: Rest of Europe 7-Year Perspective for Artificial Intelligence (AI) in Retail by Type - Percentage Breakdown of Value Sales for Offline and Online for the Years 2024 & 2030
TABLE 80: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 81: Rest of Europe 7-Year Perspective for Artificial Intelligence (AI) in Retail by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
ASIA-PACIFIC
Artificial Intelligence (AI) in Retail Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
TABLE 82: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Technology - Machine Learning, Natural Language Processing, Computer Vision and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 83: Asia-Pacific 7-Year Perspective for Artificial Intelligence (AI) in Retail by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Computer Vision and Other Technologies for the Years 2024 & 2030
TABLE 84: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Type - Offline and Online - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 85: Asia-Pacific 7-Year Perspective for Artificial Intelligence (AI) in Retail by Type - Percentage Breakdown of Value Sales for Offline and Online for the Years 2024 & 2030
TABLE 86: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 87: Asia-Pacific 7-Year Perspective for Artificial Intelligence (AI) in Retail by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
REST OF WORLD
TABLE 88: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Technology - Machine Learning, Natural Language Processing, Computer Vision and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 89: Rest of World 7-Year Perspective for Artificial Intelligence (AI) in Retail by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Computer Vision and Other Technologies for the Years 2024 & 2030
TABLE 90: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Type - Offline and Online - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 91: Rest of World 7-Year Perspective for Artificial Intelligence (AI) in Retail by Type - Percentage Breakdown of Value Sales for Offline and Online for the Years 2024 & 2030
TABLE 92: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Retail by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 93: Rest of World 7-Year Perspective for Artificial Intelligence (AI) in Retail by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
IV. COMPETITION

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