查看購物車
  • Simplified Chinese
  • English
  • Japanese
  • Korean
全球零售分析市場：按產品、業務功能、應用程式、最終用戶和地區分類 - 預測（至 2029 年）
市場調查報告書
商品編碼
1461942

全球零售分析市場：按產品、業務功能、應用程式、最終用戶和地區分類 - 預測（至 2029 年）

Retail Analytics Market by Offering (Software, Services), Business Function (Sales and Marketing, Finance and Accounting), Application (Order Fulfillment and Returns Management, Merchandize Planning), End User and Region - Global Forecast to 2029
出版日期: | 出版商: MarketsandMarkets | 英文 305 Pages | 訂單完成後即時交付

價格
簡介目錄

全球零售分析市場預計將從 2024 年的 85 億美元成長到 2029 年的 250 億美元，預測期內複合年成長率為 24.0%。

由於電子商務平台的快速成長和全通路零售策略的日益採用，預計該市場將會成長。透過不同管道產生的資料激增構成了零售分析市場的基本驅動力。

調查範圍
調查年份 2019-2029
基準年 2023年
預測期 2024-2029
考慮單位 美元（十億美元）
按細分市場 按產品、按業務功能、按用例、按最終用戶、按區域
目標區域 北美、亞太地區、歐洲、中東和非洲、拉丁美洲

規範性分析軟體利用複雜的演算法和預測模型來分析歷史資料、當前趨勢和各種影響因素，以推薦最佳行動和策略。這些建議可以涵蓋廣泛的決策，包括價格調整、庫存最佳化、個人化行銷宣傳活動和改進的供應鏈管理。

訂單履約和退貨管理是零售業務的支柱，確保從採購到售後服務的流程順利且有效率。與庫存管理系統無縫整合，最佳化訂單處理、庫存追蹤、運輸物流，最終提高客戶滿意度。此外，它在退貨管理中發揮著至關重要的作用，簡化了處理退貨和換貨的複雜流程。它還利用先進的分析功能為零售商提供有關客戶行為、偏好和趨勢的寶貴見解，支援資料主導的決策，從而推動成長和盈利。

北美市場正在向整合且可擴展的零售分析解決方案轉變，以滿足零售商的多樣化需求。北美公司處於零售分析進步的前沿。 IBM、Microsoft 和 Oracle 等領先技術公司都專門針對零售業提供全面的分析解決方案。此外，還有一個蓬勃發展的新興企業生態系統，專門從事商店分析、社交媒體聆聽和客戶旅程地圖等利基領域。

該報告研究了全球零售分析市場，包括按產品、業務功能、應用程式、最終用戶、區域和市場參與者概況分類的趨勢。

目錄

第1章簡介

第2章調查方法

第3章執行摘要

第 4 章重要考察

第5章市場概況及產業趨勢

  • 介紹
  • 市場動態
  • 零售分析市場的演變
  • 零售分析市場架構
  • 價值/供應鏈分析
  • 生態系分析/市場地圖
  • 案例研究分析
  • 技術分析
  • 監管狀況
  • 專利分析
  • 價格分析
  • 重大會議及活動
  • 波特五力分析
  • 投資狀況及資金籌措場景
  • 零售分析經營模式
  • 影響客戶業務的趨勢/干擾
  • 主要相關人員和採購標準

第 6 章：按產品分類的零售分析市場

  • 介紹
  • 軟體
  • 服務

第 7 章零售分析市場（按業務功能）

  • 介紹
  • 銷售和行銷
  • 財務會計
  • 營運和供應鏈
  • 人力資源

第 8 章零售分析市場（按應用）

  • 介紹
  • 訂單履約/退貨管理
  • 客戶關係管理
  • 價格建議和最佳化
  • 產品規劃
  • 供應鏈管理
  • 詐欺檢測與預防
  • 其他

第 9 章 零售分析市場（依最終用戶）

  • 介紹
  • 按產品類型分類的最終用戶
  • 按頻道類型分類的最終用戶

第 10 章零售分析市場（按地區）

  • 介紹
  • 北美洲
  • 歐洲
  • 亞太地區
  • 中東/非洲
  • 拉丁美洲

第11章競爭格局

  • 概述
  • 主要參與企業的策略
  • 收益分析
  • 市場佔有率分析
  • 品牌/產品比較分析
  • 主要供應商企業評估及財務指標
  • 企業評價矩陣：主要參與企業
  • 公司評估矩陣：Start-Ups/中小企業
  • 競爭格局及趨勢

第12章 公司簡介

  • 介紹
  • 主要參與企業
    • MICROSOFT
    • IBM
    • SAP
    • ORACLE
    • SALESFORCE
    • MICROSTRATEGY
    • SAS INSTITUTE
    • AWS
    • QLIK
    • TERADATA
  • 其他公司
    • WNS
    • HCL
    • LIGHTSPEED COMMERCE
    • RETAILNEXT
    • MANTHAN SYSTEMS
    • FIT ANALYTICS
    • TRAX
    • THOUGHTSPOT
    • RELEX SOLUTIONS
    • TREDENCE
    • CREATIO
    • SOLVOYO
    • DATAPINE
    • SISENSE
    • EDITED
  • Start-Ups/小型企業
    • RETAIL ZIPLINE
    • SYMPHONYAI
    • THINKINSIDE
    • DOR TECHNOLOGIES
    • TRIPLE WHALE
    • FLAME ANALYTICS
    • ALLOY.AI TECHNOLOGIES
    • CONJURA
    • KYVOS INSIGHTS
    • PYGMALIOS

第13章 鄰近及相關市場

第14章附錄

簡介目錄
Product Code: TC 2663

The retail analytics market is projected to grow from USD 8.5 billion in 2024 to USD 25.0 billion by 2029, at a compound annual growth rate (CAGR) of 24.0% during the forecast period. The market is anticipated to grow due to the exponential growth of e-commerce platforms and increasing adoption of omni-channel retail strategies. The proliferation of data generated through diverse channels forms a foundational driver in the retail analytics market.

Scope of the Report
Years Considered for the Study2019-2029
Base Year2023
Forecast Period2024-2029
Units ConsideredUSD (Billion)
SegmentsBy Offering, Business Function, Application, End User, and Region.
Regions coveredNorth America, Asia Pacific, Europe, Middle East & Africa, and Latin America

"By software, Prescriptive Analytics segment to register for second fastest growing CAGR during the forecast period."

Prescriptive analytics software utilizes sophisticated algorithms and predictive models to analyse historical data, current trends, and various influencing factors to recommend optimal actions or strategies. These recommendations can encompass a wide range of decisions, including pricing adjustments, inventory optimization, personalized marketing campaigns, and supply chain management improvements.

"By application, Order Fulfillment & Returns Management to witness the largest market size during the forecast period."

Order Fulfillment & Returns Management serve as the backbone of retail operations, ensuring smooth and efficient processes from purchase to post-sales service. By seamlessly integrating with inventory management systems, they optimize order processing, inventory tracking, and shipment logistics, ultimately enhancing customer satisfaction. Moreover, this application play a pivotal role in returns management, streamlining the often-complex process of handling product returns and exchanges. Leveraging advanced analytics capabilities, they provide retailers with valuable insights into customer behavior, preferences, and trends, empowering data-driven decision-making to drive growth and profitability.

"By region, North America to register for the largest market size during the forecast period." Market trends in North America indicate a shift towards integrated and scalable retail analytics solutions that cater to the diverse needs of retailers. North American companies are at the forefront of advancements in retail analytics. Major tech players like IBM, Microsoft, and Oracle are all offering comprehensive analytics solutions tailored to the retail industry. Additionally, there's a thriving ecosystem of startups specializing in niche areas like in-store analytics, social media listening, and customer journey mapping.

Breakdown of primaries

In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the retail analytics market.

  • By Company: Tier I: 38%, Tier II: 50%, and Tier III: 12%
  • By Designation: C-Level Executives: 35%, D-Level Executives: 40%, and Others: 25%
  • By Region: North America: 40%, Europe: 30%, Asia Pacific: 20%, Latin America-5%, and

Middle East and Africa- 5%,

The report includes the study of key players offering retail analytics solutions. It profiles major vendors in the retail analytics market. The major players in the retail analytics market include Microsoft (US), IBM (US), SAP (Germany), Oracle (US), Salesforce (US), MicroStrategy (US), SAS Institute (US), AWS (US), Qlik (US), Teradata (US), WNS (India), HCL (India), Lightspeed Commerce (Canada), RetailNext (US), Manthan Systems (India), Fit Analytics (Germany), Trax (Singapore), ThoughtSpot (US), RELEX Solutions (Finland), Tredence (US), Creatio (US), Solvoyo (US), datapine (Germany), Sisense (US), EDITED (UK), Retail Zipline (US), ThinkINside (Italy), Dor Technologies (US), Triple Whale (Israel), Flame Analytics (Spain), Alloy.ai Technologies (US), Conjura (UK), Kyvos Insights (US), Pygmalios (Slovakia), and SymphonyAI (US).

Research Coverage

The retail analytics market research study involved extensive secondary sources, directories, journals, and paid databases. Primary sources were mainly industry experts from the core and related industries, preferred retail analytics providers, third-party service providers, consulting service providers, end users, and other commercial enterprises. In-depth interviews were conducted with various primary respondents, including key industry participants and subject matter experts, to obtain and verify critical qualitative and quantitative information, and assess the market's prospects.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall retail analytics market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

  • Analysis of key drivers (Exponential growth of e-commerce platforms, proliferation of data generated through diverse channels, increasing adoption of omni-channel retail strategies), restraints (Rising integration challenges with legacy systems due to diverse data sources, heightened cybersecurity threats and data breaches undermine trust in analytics solutions, high substantial upfront investment presents a barrier for implementing robust analytics infrastructure), opportunities (Integration of AI and ML with retail analytics will create new opportunities for innovation, effective fraud detection and prevention with retail analytics, optimization of supply chain management), and challenges (Complexity of assortment in the retail analytics, data silos and quality concerns).
  • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the retail analytics market.
  • Market Development: Comprehensive information about lucrative markets - the report analyses the retail analytics market across varied regions.
  • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the retail analytics market.
  • Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players including Microsoft (US), IBM (US), SAP (Germany), Oracle (US), Salesforce (US), MicroStrategy (US), SAS Institute (US), AWS (US), Qlik (US), Teradata (US), among others in the retail analytics market strategies. The report also helps stakeholders understand the pulse of the retail analytics market and provides them with information on key market drivers, restraints, challenges, and opportunities.

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION
    • 1.2.1 INCLUSIONS AND EXCLUSIONS
  • 1.3 MARKET SCOPE
    • 1.3.1 MARKET SEGMENTATION
    • FIGURE 1 RETAIL ANALYTICS MARKET SEGMENTATION
    • TABLE 1 RETAIL ANALYTICS MARKET DETAILED SEGMENTATION
    • 1.3.2 REGIONS COVERED
    • FIGURE 2 REGIONAL SEGMENTATION
    • 1.3.3 YEARS CONSIDERED
  • 1.4 CURRENCY CONSIDERED
    • TABLE 2 USD EXCHANGE RATES, 2019-2023
  • 1.5 STAKEHOLDERS
  • 1.6 SUMMARY OF CHANGES
    • 1.6.1 RECESSION IMPACT

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • FIGURE 3 RETAIL ANALYTICS MARKET: RESEARCH DESIGN
    • 2.1.1 SECONDARY DATA
    • 2.1.2 PRIMARY DATA
    • TABLE 3 PRIMARY INTERVIEWS
      • 2.1.2.1 Breakup of primary profiles
    • FIGURE 4 BREAKUP OF PRIMARY PROFILES, BY COMPANY TYPE, DESIGNATION, AND REGION
      • 2.1.2.2 Key industry insights
    • FIGURE 5 KEY INDUSTRY INSIGHTS FROM EXPERTS
  • 2.2 MARKET SIZE ESTIMATION
    • FIGURE 6 RETAIL ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
    • 2.2.1 TOP-DOWN APPROACH
    • 2.2.2 BOTTOM-UP APPROACH
    • FIGURE 7 APPROACH 1 (BOTTOM-UP; SUPPLY-SIDE): REVENUE FROM SOFTWARE/SERVICE VENDORS OF RETAIL ANALYTICS
    • FIGURE 8 APPROACH 2 (BOTTOM-UP; SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/SERVICES OF RETAIL ANALYTICS MARKET
    • FIGURE 9 APPROACH 3 (BOTTOM-UP; SUPPLY-SIDE): RETAIL ANALYTICS MARKET ESTIMATION AND CORRESPONDING SOURCES
    • FIGURE 10 APPROACH 4 (BOTTOM-UP; DEMAND-SIDE): SHARE OF OFFERINGS THROUGH OVERALL RETAIL ANALYTICS SPENDING
  • 2.3 MARKET FORECAST
    • TABLE 4 FACTOR ANALYSIS
  • 2.4 DATA TRIANGULATION
    • FIGURE 11 DATA TRIANGULATION
  • 2.5 RESEARCH ASSUMPTIONS
  • 2.6 RISK ASSESSMENT
  • 2.7 STUDY LIMITATIONS
  • 2.8 IMPLICATIONS OF RECESSION ON RETAIL ANALYTICS MARKET
    • TABLE 5 IMPACT OF RECESSION ON RETAIL ANALYTICS MARKET

3 EXECUTIVE SUMMARY

    • TABLE 6 GLOBAL RETAIL ANALYTICS MARKET SIZE AND GROWTH RATE, 2019-2023 (USD MILLION, Y-O-Y %)
    • TABLE 7 GLOBAL RETAIL ANALYTICS MARKET SIZE AND GROWTH RATE, 2024-2029 (USD MILLION, Y-O-Y %)
    • FIGURE 12 SOFTWARE SEGMENT TO DOMINATE MARKET IN 2024
    • FIGURE 13 PREDICTIVE ANALYTICS TO HOLD LARGEST MARKET SHARE IN 2024
    • FIGURE 14 ON-PREMISES SEGMENT TO DOMINATE MARKET IN 2024
    • FIGURE 15 PROFESSIONAL SERVICES TO DOMINATE RETAIL ANALYTICS MARKET IN 2024
    • FIGURE 16 INTEGRATION & DEPLOYMENT SEGMENT TO DOMINATE RETAIL ANALYTICS MARKET IN 2024
    • FIGURE 17 SALES & MARKETING TO HOLD LARGEST MARKET SHARE IN 2024
    • FIGURE 18 ORDER FULFILLMENT & RETURNS MANAGEMENT SEGMENT TO DOMINATE RETAIL ANALYTICS MARKET IN 2024
    • FIGURE 19 CONSUMER END USER SEGMENT TO HOLD LARGER SHARE IN 2024
    • FIGURE 20 RAW MATERIALS INDUSTRIAL END USER SEGMENT TO DOMINATE RETAIL ANALYTICS MARKET IN 2024
    • FIGURE 21 CONVENIENCE GOODS CONSUMER END USER SEGMENT TO HOLD LARGEST MARKET SHARE IN 2024
    • FIGURE 22 ONLINE CHANNEL SEGMENT TO DOMINATE MARKET IN 2024
    • FIGURE 23 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES IN RETAIL ANALYTICS MARKET
    • FIGURE 24 EXPONENTIAL GROWTH OF E-COMMERCE PLATFORMS AND PROLIFERATION OF DATA GENERATED THROUGH DIVERSE CHANNELS TO DRIVE MARKET GROWTH
  • 4.2 RETAIL ANALYTICS MARKET: TOP THREE APPLICATIONS
    • FIGURE 25 PRICE RECOMMENDATIONS & OPTIMIZATION SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • 4.3 NORTH AMERICA: RETAIL ANALYTICS MARKET, BY OFFERING AND END USER CHANNEL
    • FIGURE 26 SOFTWARE SEGMENT AND ONLINE END USER SEGMENT TO HOLD LARGEST MARKET SHARES IN NORTH AMERICA IN 2024
  • 4.4 RETAIL ANALYTICS MARKET, BY REGION
    • FIGURE 27 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2024

5 MARKET OVERVIEW AND INDUSTRY TRENDS

  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    • FIGURE 28 RETAIL ANALYTICS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
    • 5.2.1 DRIVERS
      • 5.2.1.1 Exponential growth of ecommerce platforms
    • FIGURE 29 GLOBAL RETAIL ECOMMERCE SALES, 2014-2021 (USD TRILLION)
      • 5.2.1.2 Proliferation of data generated through diverse channels
    • FIGURE 30 MOST VISITED ONLINE RETAIL WEBSITES WORLDWIDE, BY MONTHLY TRAFFIC, 2022
      • 5.2.1.3 Increase in adoption of omnichannel retail strategies
    • 5.2.2 RESTRAINTS
      • 5.2.2.1 Rise in integration challenges with legacy systems due to diverse data sources
      • 5.2.2.2 Heightened cybersecurity threats and data breaches undermine trust in analytics as solutions
      • 5.2.2.3 High substantial upfront investment to be barrier for implementing robust analytics infrastructure
    • 5.2.3 OPPORTUNITIES
      • 5.2.3.1 Integration of AI and ML with retail analytics
      • 5.2.3.2 Effective fraud detection and prevention with retail analytics
    • FIGURE 31 GLOBAL LOSSES DUE TO ECOMMERCE PAYMENT FRAUD, 2020-2023 (USD BILLION)
      • 5.2.3.3 Optimization of supply chain management
    • 5.2.4 CHALLENGES
      • 5.2.4.1 Complexity of assortment in retail analytics
      • 5.2.4.2 Data silos and quality concerns
  • 5.3 EVOLUTION OF RETAIL ANALYTICS MARKET
    • FIGURE 32 RETAIL ANALYTICS MARKET: EVOLUTION
  • 5.4 RETAIL ANALYTICS MARKET ARCHITECTURE
    • FIGURE 33 RETAIL ANALYTICS MARKET: ARCHITECTURE
  • 5.5 VALUE/SUPPLY CHAIN ANALYSIS
    • FIGURE 34 RETAIL ANALYTICS MARKET: VALUE/SUPPLY CHAIN ANALYSIS
  • 5.6 ECOSYSTEM ANALYSIS/MARKET MAP
    • TABLE 8 RETAIL ANALYTICS MARKET: ECOSYSTEM
    • FIGURE 35 RETAIL ANALYTICS MARKET MAP: KEY PLAYERS
    • 5.6.1 RETAIL ANALYTICS MARKET: PLATFORM PROVIDERS
    • 5.6.2 RETAIL ANALYTICS MARKET: SOFTWARE PROVIDERS
    • 5.6.3 RETAIL ANALYTICS MARKET: SERVICE PROVIDERS
    • 5.6.4 RETAIL ANALYTICS MARKET: CLOUD SERVICE PROVIDERS
    • 5.6.5 RETAIL ANALYTICS MARKET: END USERS
    • 5.6.6 RETAIL ANALYTICS MARKET: REGULATORY BODIES
  • 5.7 CASE STUDY ANALYSIS
    • 5.7.1 TAG HEUER ENHANCED ITS ONLINE PURCHASING JOURNEY WORKING WITH IBM IX CONSULTANTS
    • 5.7.2 MICROSOFT 365 DIGITAL TOOLS STREAMLINED MARKS & SPENCER'S ADMINISTRATIVE ACTIVITY OVERVIEW
    • 5.7.3 ORACLE ELEVATED CUSTOMER EXPERIENCE FOR PRADA GROUP BY IMPLEMENTING CLOUD-BASED RETAIL SOLUTIONS
    • 5.7.4 RELIABILITY OF SAP ENABLED IP WORKFLOWS FOR SANSIBAR
    • 5.7.5 URBAN LADDER PROVIDED MORE PERSONALIZED AND PROACTIVE SERVICE WITH HELP OF SALESFORCE
  • 5.8 TECHNOLOGY ANALYSIS
    • 5.8.1 KEY TECHNOLOGIES
      • 5.8.1.1 AI/ML
      • 5.8.1.2 Big Data
      • 5.8.1.3 IoT
      • 5.8.1.4 Cloud Computing
    • 5.8.2 COMPLEMENTARY TECHNOLOGIES
      • 5.8.2.1 AR/VR
      • 5.8.2.2 Blockchain
      • 5.8.2.3 NLP
    • 5.8.3 ADJACENT TECHNOLOGIES
      • 5.8.3.1 3D Printing
      • 5.8.3.2 Biometric Authentication
      • 5.8.3.3 Edge Computing
      • 5.8.3.4 RPA
  • 5.9 REGULATORY LANDSCAPE
    • 5.9.1 REGULATORY LANDSCAPE
    • 5.9.2 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 9 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 10 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 11 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 12 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 13 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • 5.9.3 PERTINENT REGULATIONS
      • 5.9.3.1 North America
        • 5.9.3.1.1 General Data Protection Regulation (GDPR)
        • 5.9.3.1.2 California Consumer Privacy Act (CCPA)
        • 5.9.3.1.3 Fair Credit Reporting Act (FCRA)
      • 5.9.3.2 Europe
        • 5.9.3.2.1 General Data Protection Regulation (GDPR)
        • 5.9.3.2.2 Payment Services Directive (PSD2)
        • 5.9.3.2.3 ePrivacy directive
      • 5.9.3.3 Asia Pacific
        • 5.9.3.3.1 Personal Data Protection Acts (PDPA)
        • 5.9.3.3.2 Consumer Protection Regulations
      • 5.9.3.4 Middle East & Africa
        • 5.9.3.4.1 UAE Data Protection Law
        • 5.9.3.4.2 South Africa Protection of Personal Information Act (POPIA)
      • 5.9.3.5 Latin America
        • 5.9.3.5.1 General Data Protection Regulation (LGPD) - Brazil
  • 5.10 PATENT ANALYSIS
    • 5.10.1 METHODOLOGY
    • 5.10.2 PATENTS FILED, BY DOCUMENT TYPE
    • TABLE 14 PATENTS FILED, 2013-2023
    • 5.10.3 INNOVATION AND PATENT APPLICATIONS
    • FIGURE 36 TOTAL NUMBER OF PATENTS GRANTED, 2013-2023
      • 5.10.3.1 Top 10 patent applicants in retail analytics market
    • FIGURE 37 TOP 10 APPLICANTS IN RETAIL ANALYTICS MARKET, 2013-2023
    • TABLE 15 TOP 20 PATENT OWNERS IN RETAIL ANALYTICS MARKET, 2013-2023
    • TABLE 16 LIST OF PATENTS GRANTED IN RETAIL ANALYTICS MARKET, 2023
    • FIGURE 38 REGIONAL ANALYSIS OF PATENTS GRANTED, 2023
  • 5.11 PRICING ANALYSIS
    • 5.11.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY APPLICATION
    • FIGURE 39 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY APPLICATION (USD/YEAR)
    • TABLE 17 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY APPLICATION
    • 5.11.2 INDICATIVE PRICING ANALYSIS, BY OFFERING
    • TABLE 18 INDICATIVE PRICING LEVELS OF RETAIL ANALYTICS SOFTWARE, BY OFFERING
  • 5.12 KEY CONFERENCES AND EVENTS
    • TABLE 19 RETAIL ANALYTICS MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2024-2025
  • 5.13 PORTER'S FIVE FORCES ANALYSIS
    • TABLE 20 PORTER'S FIVE FORCES IMPACT ON RETAIL ANALYTICS MARKET
    • FIGURE 40 PORTER'S FIVE FORCES ANALYSIS: RETAIL ANALYTICS MARKET
    • 5.13.1 THREAT FROM NEW ENTRANTS
    • 5.13.2 THREAT OF SUBSTITUTES
    • 5.13.3 BARGAINING POWER OF SUPPLIERS
    • 5.13.4 BARGAINING POWER OF BUYERS
    • 5.13.5 INTENSITY OF COMPETITIVE RIVALRY
  • 5.14 INVESTMENT LANDSCAPE AND FUNDING SCENARIO
    • FIGURE 41 RETAIL ANALYTICS MARKET: INVESTMENT LANDSCAPE AND FUNDING SCENARIO (USD MILLION AND NUMBER OF FUNDING ROUNDS)
  • 5.15 RETAIL ANALYTICS BUSINESS MODELS
    • 5.15.1 SOFTWARE-AS-A-SERVICE (SAAS) MODELS
    • 5.15.2 PERPETUAL LICENSING
    • 5.15.3 CUSTOM DEVELOPMENT
    • 5.15.4 CONSULTING AND PROFESSIONAL SERVICES
  • 5.16 TRENDS/DISRUPTIONS IMPACTING CUSTOMER'S BUSINESS
    • FIGURE 42 TRENDS/DISRUPTIONS IMPACTING CUSTOMER'S BUSINESS
  • 5.17 KEY STAKEHOLDERS & BUYING CRITERIA
    • 5.17.1 KEY STAKEHOLDERS IN BUYING PROCESS
    • FIGURE 43 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS
    • TABLE 21 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS
    • 5.17.2 BUYING CRITERIA
    • FIGURE 44 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
    • TABLE 22 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS

6 RETAIL ANALYTICS MARKET, BY OFFERING

  • 6.1 INTRODUCTION
    • 6.1.1 OFFERING: RETAIL ANALYTICS MARKET DRIVERS
    • FIGURE 45 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 23 RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 24 RETAIL ANALYTICS MARKET, BY OFFERING, 2024-2029 (USD MILLION)
  • 6.2 SOFTWARE
    • 6.2.1 SOFTWARE BY ANALYTICS TYPE
    • FIGURE 46 PREDICTIVE ANALYTICS SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 25 RETAIL ANALYTICS SOFTWARE MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 26 RETAIL ANALYTICS SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION)
    • TABLE 27 RETAIL ANALYTICS SOFTWARE MARKET, BY ANALYTICS TYPE, 2019-2023 (USD MILLION)
    • TABLE 28 RETAIL ANALYTICS SOFTWARE MARKET, BY ANALYTICS TYPE, 2024-2029 (USD MILLION)
      • 6.2.1.1 Descriptive Analytics
        • 6.2.1.1.1 Descriptive analytics software to remain foundational component for retailers looking to gain actionable insights
    • TABLE 29 DESCRIPTIVE ANALYTICS SOFTWARE MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 30 DESCRIPTIVE ANALYTICS SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.2.1.2 Diagnostic Analytics
        • 6.2.1.2.1 Retailers use diagnostic analytics software to analyze sales trends across different product categories
    • TABLE 31 DIAGNOSTIC ANALYTICS SOFTWARE MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 32 DIAGNOSTIC ANALYTICS SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.2.1.3 Predictive Analytics
        • 6.2.1.3.1 Predictive analytics algorithms enabling retailers to anticipate future outcomes with high degree of accuracy
    • TABLE 33 PREDICTIVE ANALYTICS SOFTWARE MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 34 PREDICTIVE ANALYTICS SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.2.1.4 Prescriptive Analytics
        • 6.2.1.4.1 Prescriptive analytics software to enable retailers to respond swiftly to changing market dynamics and customer preferences
    • TABLE 35 PRESCRIPTIVE ANALYTICS SOFTWARE MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 36 PRESCRIPTIVE ANALYTICS SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 6.2.2 DEPLOYMENT MODE
    • FIGURE 47 CLOUD SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 37 RETAIL ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
    • TABLE 38 RETAIL ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024-2029 (USD MILLION)
      • 6.2.2.1 On-premises
        • 6.2.2.1.1 On-premises deployment to offer retailers greater control over data processing and performance
    • TABLE 39 ON-PREMISES: RETAIL ANALYTICS SOFTWARE MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 40 ON-PREMISES: RETAIL ANALYTICS SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.2.2.2 Cloud
        • 6.2.2.2.1 Cloud-based analytics solutions to facilitate seamless integration with other business systems and third-party applications
    • TABLE 41 CLOUD: RETAIL ANALYTICS SOFTWARE MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 42 CLOUD: RETAIL ANALYTICS SOFTWARE MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 6.3 SERVICES
    • FIGURE 48 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 43 RETAIL ANALYTICS MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 44 RETAIL ANALYTICS MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 45 RETAIL ANALYTICS SERVICES MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 46 RETAIL ANALYTICS SERVICES MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 6.3.1 PROFESSIONAL SERVICES
    • FIGURE 49 SUPPORT & MAINTENANCE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 47 RETAIL ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
    • TABLE 48 RETAIL ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024-2029 (USD MILLION)
    • TABLE 49 RETAIL ANALYTICS PROFESSIONAL SERVICES MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 50 RETAIL ANALYTICS PROFESSIONAL SERVICES MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.3.1.1 Consulting & Advisory
        • 6.3.1.1.1 Consultants and advisors bring deep industry expertise and technical proficiency to help retailers
    • TABLE 51 RETAIL ANALYTICS CONSULTING & ADVISORY SERVICES MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 52 RETAIL ANALYTICS CONSULTING & ADVISORY SERVICES MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.3.1.2 Integration & Deployment
        • 6.3.1.2.1 Facilities and frameworks to integrate various platforms with third-party environments to make retail analytics software quick and efficient
    • TABLE 53 RETAIL ANALYTICS INTEGRATION & DEPLOYMENT SERVICES MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 54 RETAIL ANALYTICS INTEGRATION & DEPLOYMENT SERVICES MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.3.1.3 Support & Maintenance
        • 6.3.1.3.1 Adopted by organizations that use on-premise deployment model for retail analytics software
    • TABLE 55 RETAIL ANALYTICS SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 56 RETAIL ANALYTICS SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.3.1.4 Training & Education
        • 6.3.1.4.1 Training and education services to help retailers navigate complex analytics tools and techniques effectively
    • TABLE 57 RETAIL ANALYTICS TRAINING & EDUCATION SERVICES MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 58 RETAIL ANALYTICS TRAINING & EDUCATION SERVICES MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 6.3.2 MANAGED SERVICES
    • TABLE 59 RETAIL ANALYTICS MANAGED SERVICES MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 60 RETAIL ANALYTICS MANAGED SERVICES MARKET, BY REGION, 2024-2029 (USD MILLION)

7 RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTION

  • 7.1 INTRODUCTION
    • 7.1.1 BUSINESS FUNCTION: RETAIL ANALYTICS MARKET DRIVERS
    • FIGURE 50 OPERATIONS & SUPPLY CHAIN SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 61 RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTION, 2019-2023 (USD MILLION)
    • TABLE 62 RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTION, 2024-2029 (USD MILLION)
  • 7.2 SALES & MARKETING
    • 7.2.1 RETAIL ANALYTICS FOCUSING ON USING SCENARIO ANALYSIS TO PREPARE FOR RETAIL SALES EFFECTIVELY
    • TABLE 63 RETAIL ANALYTICS MARKET IN SALES & MARKETING, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 64 RETAIL ANALYTICS MARKET IN SALES & MARKETING, BY REGION, 2024-2029 (USD MILLION)
  • 7.3 FINANCE & ACCOUNTING
    • 7.3.1 INTEGRATION OF RETAIL ANALYTICS WITH FINANCE AND ACCOUNTING FUNCTIONS TO EMPOWER BUSINESSES TO MAKE DATA-DRIVEN FINANCIAL DECISIONS
    • TABLE 65 RETAIL ANALYTICS MARKET IN FINANCE & ACCOUNTING, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 66 RETAIL ANALYTICS MARKET IN FINANCE & ACCOUNTING, BY REGION, 2024-2029 (USD MILLION)
  • 7.4 OPERATIONS & SUPPLY CHAIN
    • 7.4.1 SUPPLY CHAIN ANALYTICS TO ENABLE ORGANIZATIONS TO IDENTIFY AND ADDRESS IMMEDIATE OPERATIONAL CHALLENGES
    • TABLE 67 RETAIL ANALYTICS MARKET IN OPERATIONS & SUPPLY CHAIN, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 68 RETAIL ANALYTICS MARKET IN OPERATIONS & SUPPLY CHAIN, BY REGION, 2024-2029 (USD MILLION)
  • 7.5 HR
    • 7.5.1 HR PROFESSIONALS TO CONTRIBUTE SIGNIFICANTLY TO FOSTERING POSITIVE WORK CULTURE WITHIN RETAIL SECTOR
    • TABLE 69 RETAIL ANALYTICS MARKET IN HR, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 70 RETAIL ANALYTICS MARKET IN HR, BY REGION, 2024-2029 (USD MILLION)

8 RETAIL ANALYTICS MARKET, BY APPLICATION

  • 8.1 INTRODUCTION
    • 8.1.1 APPLICATION: RETAIL ANALYTICS MARKET DRIVERS
    • FIGURE 51 PRICE RECOMMENDATION & OPTIMIZATION SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 71 RETAIL ANALYTICS MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 72 RETAIL ANALYTICS MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
  • 8.2 ORDER FULFILLMENT & RETURNS MANAGEMENT
    • TABLE 73 RETAIL ANALYTICS MARKET IN ORDER FULFILLMENT & RETURNS MANAGEMENT, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 74 RETAIL ANALYTICS MARKET IN ORDER FULFILLMENT & RETURNS MANAGEMENT, BY REGION, 2024-2029 (USD MILLION)
    • 8.2.1 ORDER PROCESSING & PACKAGING
      • 8.2.1.1 Order processing system to accurately capture customer data and order details
    • 8.2.2 SHIPPING & TRANSPORTATION
      • 8.2.2.1 Retailers can streamline shipping processes by leveraging historical data and real-time information
    • 8.2.3 RETURNS PROCESSING
      • 8.2.3.1 Retailers leveraging returns processing applications integrated with advanced analytics to lead to bottom-line profitability
    • 8.2.4 PAYMENT PROCESSING
      • 8.2.4.1 Payment processing provides invaluable insights into customer behavior, sales performance, and operational efficiency
  • 8.3 CUSTOMER RELATIONSHIP MANAGEMENT
    • TABLE 75 RETAIL ANALYTICS MARKET IN CUSTOMER RELATIONSHIP MANAGEMENT, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 76 RETAIL ANALYTICS MARKET IN CUSTOMER RELATIONSHIP MANAGEMENT, BY REGION, 2024-2029 (USD MILLION)
    • 8.3.1 CUSTOMER SEGMENTATION
      • 8.3.1.1 Customer segmentation helps in marketing campaigns and designing overall marketing strategy and planning
    • 8.3.2 REVENUE OPTIMIZATION
      • 8.3.2.1 Revenue optimization in retail operations maximizing revenue streams
    • 8.3.3 CUSTOMER RETENTION
      • 8.3.3.1 Customer retention aims at fostering lasting relationships and maximizing customer lifetime value
    • 8.3.4 PREDICTIVE MODELING
      • 8.3.4.1 Retailers gaining competitive edge and driving sustainable growth by leveraging predictive modeling
  • 8.4 PRICE RECOMMENDATION & OPTIMIZATION
    • TABLE 77 RETAIL ANALYTICS MARKET IN PRICE RECOMMENDATION & OPTIMIZATION, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 78 RETAIL ANALYTICS MARKET IN PRICE RECOMMENDATION & OPTIMIZATION, BY REGION, 2024-2029 (USD MILLION)
    • 8.4.1 PERSONALIZED PRICING
      • 8.4.1.1 Retailers dynamically adjusting prices to maximize revenue and customer satisfaction
    • 8.4.2 REAL-TIME PRICE ADJUSTMENT
      • 8.4.2.1 Real-time price adjustment strategies incorporate pricing rules on current market conditions
    • 8.4.3 PRICE OPTIMIZATION STRATEGY
      • 8.4.3.1 Price optimization strategies consider various factors to determine optimal pricing levels
  • 8.5 MERCHANDISE PLANNING
    • TABLE 79 RETAIL ANALYTICS MARKET IN MERCHANDISE PLANNING, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 80 RETAIL ANALYTICS MARKET IN MERCHANDISE PLANNING, BY REGION, 2024-2029 (USD MILLION)
    • 8.5.1 DEMAND SENSING & FORECASTING
      • 8.5.1.1 Demand sensing and forecasting enables retailers to minimize stockouts & reduce excess inventory costs
    • 8.5.2 TREND ANALYSIS
      • 8.5.2.1 Trend analysis powered by retail analytics empowering retailers to stay ahead of competitors
    • 8.5.3 ASSORTMENT PLANNING
      • 8.5.3.1 Retail analytics enabling retailers to simulate different assortment scenarios for maximum revenue generation
  • 8.6 SUPPLY CHAIN MANAGEMENT
    • TABLE 81 RETAIL ANALYTICS MARKET IN SUPPLY CHAIN MANAGEMENT, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 82 RETAIL ANALYTICS MARKET IN SUPPLY CHAIN MANAGEMENT, BY REGION, 2024-2029 (USD MILLION)
    • 8.6.1 CONTRACT MANAGEMENT
      • 8.6.1.1 By analyzing contract data, retailers optimizing contract management processes to drive operational efficiency
    • 8.6.2 VENDOR MANAGEMENT
      • 8.6.2.1 Vendor management mitigates supply chain risks to enhance overall operational performance
    • 8.6.3 WORK ORDER MANAGEMENT
      • 8.6.3.1 Real-time analytics optimize work order management processes across supply chain
    • 8.6.4 INVOICE MANAGEMENT
      • 8.6.4.1 Invoice management analytics ensure timely payments and strong relationships with suppliers
  • 8.7 FRAUD DETECTION & PREVENTION
    • TABLE 83 RETAIL ANALYTICS MARKET IN FRAUD DETECTION & PREVENTION, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 84 RETAIL ANALYTICS MARKET IN FRAUD DETECTION & PREVENTION, BY REGION, 2024-2029 (USD MILLION)
    • 8.7.1 POINT-OF-SALE (POS) VERIFICATION
      • 8.7.1.1 Retailers implement proactive measures to prevent fraud at point of sale by leveraging POS verification
    • 8.7.2 PRODUCT COUNTERFEIT MANAGEMENT
      • 8.7.2.1 Retail analytics enabling retailers to implement robust counterfeit management strategies by leveraging data-driven insights
    • 8.7.3 ROOT CAUSE ANALYSIS
      • 8.7.3.1 Root cause analysis helps retailers pinpoint vulnerabilities in processes, systems, or internal controls exploited by fraudsters
    • 8.7.4 RISK ASSESSMENT & COMPLIANCE MANAGEMENT
      • 8.7.4.1 Retailers identify potential areas of vulnerability and prioritize resources for mitigating risks
  • 8.8 OTHER APPLICATIONS
    • TABLE 85 RETAIL ANALYTICS MARKET IN OTHER APPLICATIONS, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 86 RETAIL ANALYTICS MARKET IN OTHER APPLICATIONS, BY REGION, 2024-2029 (USD MILLION)

9 RETAIL ANALYTICS MARKET, BY END USER

  • 9.1 INTRODUCTION
    • 9.1.1 END USER: RETAIL ANALYTICS MARKET DRIVERS
  • 9.2 END USER BY PRODUCT TYPE
    • FIGURE 52 INDUSTRIAL SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 87 RETAIL ANALYTICS END USER MARKET, BY PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 88 RETAIL ANALYTICS END USER MARKET, BY PRODUCT TYPE, 2024-2029 (USD MILLION)
    • 9.2.1 INDUSTRIAL
      • 9.2.1.1 Retail analytics to empower industrial product retailers to stay agile, responsive, and competitive
    • FIGURE 53 FABRICATED ITEMS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 89 RETAIL ANALYTICS END USER MARKET, BY INDUSTRIAL PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 90 RETAIL ANALYTICS END USER MARKET, BY INDUSTRIAL PRODUCT TYPE, 2024-2029 (USD MILLION)
    • TABLE 91 INDUSTRIAL END USER: RETAIL ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 92 INDUSTRIAL END USER: RETAIL ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 9.2.1.2 Raw materials
    • TABLE 93 RAW MATERIALS: RETAIL ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 94 RAW MATERIALS: RETAIL ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 9.2.1.3 Equipment
    • TABLE 95 EQUIPMENT: RETAIL ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 96 EQUIPMENT: RETAIL ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 9.2.1.4 Fabricated items
    • TABLE 97 FABRICATED ITEMS: RETAIL ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 98 FABRICATED ITEMS: RETAIL ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 9.2.1.5 Operating supplies
    • TABLE 99 OPERATING SUPPLIES: RETAIL ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 100 OPERATING SUPPLIES: RETAIL ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 9.2.2 CONSUMER
      • 9.2.2.1 Retail analytics to encourage consumer product retailers to adapt to changing market conditions and capitalize on emerging trends
    • FIGURE 54 SPECIALTY GOODS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 101 RETAIL ANALYTICS END USER MARKET, BY CONSUMER PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 102 RETAIL ANALYTICS END USER MARKET, BY CONSUMER PRODUCT TYPE, 2024-2029 (USD MILLION)
    • TABLE 103 CONSUMER END USER: RETAIL ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 104 CONSUMER END USER: RETAIL ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 9.2.2.2 Convenience goods
    • TABLE 105 CONVENIENCE GOODS: RETAIL ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 106 CONVENIENCE GOODS: RETAIL ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 9.2.2.3 Shopping goods
    • TABLE 107 SHOPPING GOODS: RETAIL ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 108 SHOPPING GOODS: RETAIL ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 9.2.2.4 Specialty goods
    • TABLE 109 SPECIALTY GOODS: RETAIL ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 110 SPECIALTY GOODS: RETAIL ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 9.2.2.5 Unsought goods
    • TABLE 111 UNSOUGHT GOODS: RETAIL ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 112 UNSOUGHT GOODS: RETAIL ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 9.3 END USER BY CHANNEL TYPE
    • FIGURE 55 ONLINE SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 113 RETAIL ANALYTICS END USER MARKET, BY CHANNEL TYPE, 2019-2023 (USD MILLION)
    • TABLE 114 RETAIL ANALYTICS END USER MARKET, BY CHANNEL TYPE, 2024-2029 (USD MILLION)
    • 9.3.1 ONLINE
      • 9.3.1.1 Demand for intelligent analytical solutions in online retail sector to drive growth of retail analytics market
    • TABLE 115 ONLINE: RETAIL ANALYTICS END USER MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 116 ONLINE: RETAIL ANALYTICS END USER MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 9.3.2 OFFLINE
      • 9.3.2.1 Integration of offline channel data into retail analytics solutions to be instrumental in shaping future of retail
    • TABLE 117 OFFLINE: RETAIL ANALYTICS END USER MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 118 OFFLINE: RETAIL ANALYTICS END USER MARKET, BY REGION, 2024-2029 (USD MILLION)

10 RETAIL ANALYTICS MARKET, BY REGION

  • 10.1 INTRODUCTION
    • FIGURE 56 INDIA TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
    • FIGURE 57 ASIA PACIFIC TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 119 RETAIL ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 120 RETAIL ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 10.2 NORTH AMERICA
    • 10.2.1 NORTH AMERICA: RETAIL ANALYTICS MARKET DRIVERS
    • 10.2.2 NORTH AMERICA: IMPACT OF RECESSION
    • FIGURE 58 NORTH AMERICA: MARKET SNAPSHOT
    • TABLE 121 NORTH AMERICA: RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 122 NORTH AMERICA: RETAIL ANALYTICS MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 123 NORTH AMERICA: RETAIL ANALYTICS SOFTWARE MARKET, BY ANALYTICS TYPE, 2019-2023 (USD MILLION)
    • TABLE 124 NORTH AMERICA: RETAIL ANALYTICS SOFTWARE MARKET, BY ANALYTICS TYPE, 2024-2029 (USD MILLION)
    • TABLE 125 NORTH AMERICA: RETAIL ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
    • TABLE 126 NORTH AMERICA: RETAIL ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024-2029 (USD MILLION)
    • TABLE 127 NORTH AMERICA: RETAIL ANALYTICS MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 128 NORTH AMERICA: RETAIL ANALYTICS MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 129 NORTH AMERICA: RETAIL ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
    • TABLE 130 NORTH AMERICA: RETAIL ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024-2029 (USD MILLION)
    • TABLE 131 NORTH AMERICA: RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTION, 2019-2023 (USD MILLION)
    • TABLE 132 NORTH AMERICA: RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTION, 2024-2029 (USD MILLION)
    • TABLE 133 NORTH AMERICA: RETAIL ANALYTICS MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 134 NORTH AMERICA: RETAIL ANALYTICS MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • TABLE 135 NORTH AMERICA: RETAIL ANALYTICS END USER MARKET, BY PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 136 NORTH AMERICA: RETAIL ANALYTICS END USER MARKET, BY PRODUCT TYPE, 2024-2029 (USD MILLION)
    • TABLE 137 NORTH AMERICA: RETAIL ANALYTICS MARKET, BY INDUSTRIAL PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 138 NORTH AMERICA: RETAIL ANALYTICS MARKET, BY INDUSTRIAL PRODUCT TYPE, 2024-2029 (USD MILLION)
    • TABLE 139 NORTH AMERICA: RETAIL ANALYTICS MARKET, BY CONSUMER PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 140 NORTH AMERICA: RETAIL ANALYTICS MARKET, BY CONSUMER PRODUCT TYPE, 2024-2029 (USD MILLION)
    • TABLE 141 NORTH AMERICA: RETAIL ANALYTICS END USER MARKET, BY CHANNEL, 2019-2023 (USD MILLION)
    • TABLE 142 NORTH AMERICA: RETAIL ANALYTICS END USER MARKET, BY CHANNEL, 2024-2029 (USD MILLION)
    • TABLE 143 NORTH AMERICA: RETAIL ANALYTICS MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
    • TABLE 144 NORTH AMERICA: RETAIL ANALYTICS MARKET, BY COUNTRY, 2024-2029 (USD MILLION)
    • 10.2.3 US
      • 10.2.3.1 US retail analytics market poised for continued growth
    • 10.2.4 CANADA
      • 10.2.4.1 Advancements highlight Canada's potential as hub for innovative retail analytics solutions
  • 10.3 EUROPE
    • 10.3.1 EUROPE: RETAIL ANALYTICS MARKET DRIVERS
    • 10.3.2 EUROPE: IMPACT OF RECESSION
    • TABLE 145 EUROPE: RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 146 EUROPE: RETAIL ANALYTICS MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 147 EUROPE: RETAIL ANALYTICS SOFTWARE MARKET, BY ANALYTICS TYPE, 2019-2023 (USD MILLION)
    • TABLE 148 EUROPE: RETAIL ANALYTICS SOFTWARE MARKET, BY ANALYTICS TYPE, 2024-2029 (USD MILLION)
    • TABLE 149 EUROPE: RETAIL ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
    • TABLE 150 EUROPE: RETAIL ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024-2029 (USD MILLION)
    • TABLE 151 EUROPE: RETAIL ANALYTICS MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 152 EUROPE: RETAIL ANALYTICS MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 153 EUROPE: RETAIL ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
    • TABLE 154 EUROPE: RETAIL ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024-2029 (USD MILLION)
    • TABLE 155 EUROPE: RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTION, 2019-2023 (USD MILLION)
    • TABLE 156 EUROPE: RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTION, 2024-2029 (USD MILLION)
    • TABLE 157 EUROPE: RETAIL ANALYTICS MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 158 EUROPE: RETAIL ANALYTICS MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • TABLE 159 EUROPE: RETAIL ANALYTICS END USER MARKET, BY PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 160 EUROPE: RETAIL ANALYTICS END USER MARKET, BY PRODUCT TYPE, 2024-2029 (USD MILLION)
    • TABLE 161 EUROPE: RETAIL ANALYTICS MARKET, BY INDUSTRIAL PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 162 EUROPE: RETAIL ANALYTICS MARKET, BY INDUSTRIAL PRODUCT TYPE, 2024-2029 (USD MILLION)
    • TABLE 163 EUROPE: RETAIL ANALYTICS MARKET, BY CONSUMER PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 164 EUROPE: RETAIL ANALYTICS MARKET, BY CONSUMER PRODUCT TYPE, 2024-2029 (USD MILLION)
    • TABLE 165 EUROPE: RETAIL ANALYTICS END USER MARKET, BY CHANNEL, 2019-2023 (USD MILLION)
    • TABLE 166 EUROPE: RETAIL ANALYTICS END USER MARKET, BY CHANNEL, 2024-2029 (USD MILLION)
    • TABLE 167 EUROPE: RETAIL ANALYTICS MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
    • TABLE 168 EUROPE: RETAIL ANALYTICS MARKET, BY COUNTRY, 2024-2029 (USD MILLION)
    • 10.3.3 UK
      • 10.3.3.1 Domestic companies to shape future of retail analytics in UK
    • 10.3.4 GERMANY
      • 10.3.4.1 German companies to be at forefront of advancements in retail analytics
    • 10.3.5 FRANCE
      • 10.3.5.1 France's retail sector to present unique environment for retail analytics market
    • 10.3.6 ITALY
      • 10.3.6.1 Italian government's initiatives toward digital transformation to create favorable environment for market
    • 10.3.7 SPAIN
      • 10.3.7.1 Spanish retailers increasingly turning to analytics to enhance their marketing strategies
    • 10.3.8 REST OF EUROPE
  • 10.4 ASIA PACIFIC
    • 10.4.1 ASIA PACIFIC: RETAIL ANALYTICS MARKET DRIVERS
    • 10.4.2 ASIA PACIFIC: IMPACT OF RECESSION
    • FIGURE 59 ASIA PACIFIC: MARKET SNAPSHOT
    • TABLE 169 ASIA PACIFIC: RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 170 ASIA PACIFIC: RETAIL ANALYTICS MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 171 ASIA PACIFIC: RETAIL ANALYTICS SOFTWARE MARKET, BY ANALYTICS TYPE, 2019-2023 (USD MILLION)
    • TABLE 172 ASIA PACIFIC: RETAIL ANALYTICS SOFTWARE MARKET, BY ANALYTICS TYPE, 2024-2029 (USD MILLION)
    • TABLE 173 ASIA PACIFIC: RETAIL ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
    • TABLE 174 ASIA PACIFIC: RETAIL ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024-2029 (USD MILLION)
    • TABLE 175 ASIA PACIFIC: RETAIL ANALYTICS MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 176 ASIA PACIFIC: RETAIL ANALYTICS MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 177 ASIA PACIFIC: RETAIL ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
    • TABLE 178 ASIA PACIFIC: RETAIL ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024-2029 (USD MILLION)
    • TABLE 179 ASIA PACIFIC: RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTION, 2019-2023 (USD MILLION)
    • TABLE 180 ASIA PACIFIC: RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTION, 2024-2029 (USD MILLION)
    • TABLE 181 ASIA PACIFIC: RETAIL ANALYTICS MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 182 ASIA PACIFIC: RETAIL ANALYTICS MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • TABLE 183 ASIA PACIFIC: RETAIL ANALYTICS END USER MARKET, BY PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 184 ASIA PACIFIC: RETAIL ANALYTICS END USER MARKET, BY PRODUCT TYPE, 2024-2029 (USD MILLION)
    • TABLE 185 ASIA PACIFIC: RETAIL ANALYTICS MARKET, BY INDUSTRIAL PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 186 ASIA PACIFIC: RETAIL ANALYTICS MARKET, BY INDUSTRIAL PRODUCT TYPE, 2024-2029 (USD MILLION)
    • TABLE 187 ASIA PACIFIC: RETAIL ANALYTICS MARKET, BY CONSUMER PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 188 ASIA PACIFIC: RETAIL ANALYTICS MARKET, BY CONSUMER PRODUCT TYPE, 2024-2029 (USD MILLION)
    • TABLE 189 ASIA PACIFIC: RETAIL ANALYTICS END USER MARKET, BY CHANNEL, 2019-2023 (USD MILLION)
    • TABLE 190 ASIA PACIFIC: RETAIL ANALYTICS END USER MARKET, BY CHANNEL, 2024-2029 (USD MILLION)
    • TABLE 191 ASIA PACIFIC: RETAIL ANALYTICS MARKET, BY COUNTRY/REGION, 2019-2023 (USD MILLION)
    • TABLE 192 ASIA PACIFIC: RETAIL ANALYTICS MARKET, BY COUNTRY/REGION, 2024-2029 (USD MILLION)
    • 10.4.3 INDIA
      • 10.4.3.1 Developments in Indian retail analytics market to showcase its dynamism
    • 10.4.4 JAPAN
      • 10.4.4.1 Japanese companies to underscore region's commitment to driving growth and innovation within retail analytics sector
    • 10.4.5 CHINA
      • 10.4.5.1 Increase in investment and shift in customer demands to drive market growth in China
    • 10.4.6 ASEAN COUNTRIES
      • 10.4.6.1 ASEAN retail analytics market brimming with potential
    • 10.4.7 SOUTH KOREA
      • 10.4.7.1 South Korean retail analytics market to thrive on innovation and data-driven approach
    • 10.4.8 AUSTRALIA & NEW ZEALAND (ANZ)
      • 10.4.8.1 Potential for market expansion with growing technologies in Australian and New Zealand markets
    • 10.4.9 REST OF ASIA PACIFIC
  • 10.5 MIDDLE EAST & AFRICA
    • 10.5.1 MIDDLE EAST & AFRICA: RETAIL ANALYTICS MARKET DRIVERS
    • 10.5.2 MIDDLE EAST & AFRICA: IMPACT OF RECESSION
    • TABLE 193 MIDDLE EAST & AFRICA: RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 194 MIDDLE EAST & AFRICA: RETAIL ANALYTICS MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 195 MIDDLE EAST & AFRICA: RETAIL ANALYTICS SOFTWARE MARKET, BY ANALYTICS TYPE, 2019-2023 (USD MILLION)
    • TABLE 196 MIDDLE EAST & AFRICA: RETAIL ANALYTICS SOFTWARE MARKET, BY ANALYTICS TYPE, 2024-2029 (USD MILLION)
    • TABLE 197 MIDDLE EAST & AFRICA: RETAIL ANALYTICS SOFTWARE MARKET SIZE, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
    • TABLE 198 MIDDLE EAST & AFRICA: RETAIL ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024-2029 (USD MILLION)
    • TABLE 199 MIDDLE EAST & AFRICA: RETAIL ANALYTICS MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 200 MIDDLE EAST & AFRICA: RETAIL ANALYTICS MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 201 MIDDLE EAST & AFRICA: RETAIL ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
    • TABLE 202 MIDDLE EAST & AFRICA: RETAIL ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024-2029 (USD MILLION)
    • TABLE 203 MIDDLE EAST & AFRICA: RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTION, 2019-2023 (USD MILLION)
    • TABLE 204 MIDDLE EAST & AFRICA: RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTION, 2024-2029 (USD MILLION)
    • TABLE 205 MIDDLE EAST & AFRICA: RETAIL ANALYTICS MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 206 MIDDLE EAST & AFRICA: RETAIL ANALYTICS MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • TABLE 207 MIDDLE EAST & AFRICA: RETAIL ANALYTICS END USER MARKET, BY PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 208 MIDDLE EAST & AFRICA: RETAIL ANALYTICS END USER MARKET, BY PRODUCT TYPE, 2024-2029 (USD MILLION)
    • TABLE 209 MIDDLE EAST & AFRICA: RETAIL ANALYTICS MARKET, BY INDUSTRIAL PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 210 MIDDLE EAST & AFRICA: RETAIL ANALYTICS MARKET, BY INDUSTRIAL PRODUCT TYPE, 2024-2029 (USD MILLION)
    • TABLE 211 MIDDLE EAST & AFRICA: RETAIL ANALYTICS MARKET, BY CONSUMER PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 212 MIDDLE EAST & AFRICA: RETAIL ANALYTICS MARKET, BY CONSUMER PRODUCT TYPE, 2024-2029 (USD MILLION)
    • TABLE 213 MIDDLE EAST & AFRICA: RETAIL ANALYTICS END USER MARKET, BY CHANNEL, 2019-2023 (USD MILLION)
    • TABLE 214 MIDDLE EAST & AFRICA: RETAIL ANALYTICS END USER MARKET, BY CHANNEL, 2024-2029 (USD MILLION)
    • TABLE 215 MIDDLE EAST & AFRICA: RETAIL ANALYTICS MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
    • TABLE 216 MIDDLE EAST & AFRICA: RETAIL ANALYTICS MARKET, BY COUNTRY, 2024-2029 (USD MILLION)
    • 10.5.3 SAUDI ARABIA
      • 10.5.3.1 Increase in Saudi government's initiatives to promote digital transformation and innovation support retailers to invest in technology to modernize their operations
    • 10.5.4 UAE
      • 10.5.4.1 Retail analytics enable unprecedented insights into consumer behavior, operational efficiency, and competitive strategy in UAE's dynamic retail landscape
    • 10.5.5 SOUTH AFRICA
      • 10.5.5.1 Rise of e-commerce platforms and shifting consumer preferences toward online shopping further propel demand for analytics solutions
    • 10.5.6 TURKEY
      • 10.5.6.1 Shift toward online shopping necessitate use of analytics to optimize digital channels and improve efficiency of online operations
    • 10.5.7 EGYPT
      • 10.5.7.1 Rising need to streamline operations, improve inventory management, and enhance overall business efficiency to accelerate adoption of retail analytics software
    • 10.5.8 REST OF MIDDLE EAST & AFRICA
  • 10.6 LATIN AMERICA
    • 10.6.1 LATIN AMERICA: RETAIL ANALYTICS MARKET DRIVERS
    • 10.6.2 LATIN AMERICA: IMPACT OF RECESSION
    • TABLE 217 LATIN AMERICA: RETAIL ANALYTICS MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 218 LATIN AMERICA: RETAIL ANALYTICS MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 219 LATIN AMERICA: RETAIL ANALYTICS SOFTWARE MARKET, BY ANALYTICS TYPE, 2019-2023 (USD MILLION)
    • TABLE 220 LATIN AMERICA: RETAIL ANALYTICS SOFTWARE MARKET, BY ANALYTICS TYPE, 2024-2029 (USD MILLION)
    • TABLE 221 LATIN AMERICA: RETAIL ANALYTICS SOFTWARE MARKET SIZE, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
    • TABLE 222 LATIN AMERICA: RETAIL ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024-2029 (USD MILLION)
    • TABLE 223 LATIN AMERICA: RETAIL ANALYTICS MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 224 LATIN AMERICA: RETAIL ANALYTICS MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 225 LATIN AMERICA: RETAIL ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
    • TABLE 226 LATIN AMERICA: RETAIL ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024-2029 (USD MILLION)
    • TABLE 227 LATIN AMERICA: RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTION, 2019-2023 (USD MILLION)
    • TABLE 228 LATIN AMERICA: RETAIL ANALYTICS MARKET, BY BUSINESS FUNCTION, 2024-2029 (USD MILLION)
    • TABLE 229 LATIN AMERICA: RETAIL ANALYTICS MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 230 LATIN AMERICA: RETAIL ANALYTICS MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • TABLE 231 LATIN AMERICA: RETAIL ANALYTICS END USER MARKET, BY PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 232 LATIN AMERICA: RETAIL ANALYTICS END USER MARKET, BY PRODUCT TYPE, 2024-2029 (USD MILLION)
    • TABLE 233 LATIN AMERICA: RETAIL ANALYTICS MARKET, BY INDUSTRIAL PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 234 LATIN AMERICA: RETAIL ANALYTICS MARKET, BY INDUSTRIAL PRODUCT TYPE, 2024-2029 (USD MILLION)
    • TABLE 235 LATIN AMERICA: RETAIL ANALYTICS MARKET, BY CONSUMER PRODUCT TYPE, 2019-2023 (USD MILLION)
    • TABLE 236 LATIN AMERICA: RETAIL ANALYTICS MARKET, BY CONSUMER PRODUCT TYPE, 2024-2029 (USD MILLION)
    • TABLE 237 LATIN AMERICA: RETAIL ANALYTICS END USER MARKET, BY CHANNEL, 2019-2023 (USD MILLION)
    • TABLE 238 LATIN AMERICA: RETAIL ANALYTICS END USER MARKET, BY CHANNEL, 2024-2029 (USD MILLION)
    • TABLE 239 LATIN AMERICA: RETAIL ANALYTICS MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
    • TABLE 240 LATIN AMERICA: RETAIL ANALYTICS MARKET, BY COUNTRY, 2024-2029 (USD MILLION)
    • 10.6.3 BRAZIL
      • 10.6.3.1 Rise of e-commerce platforms and shifting consumer preferences towards online shopping to optimize digital channels and improve efficiency of online operations
    • 10.6.4 MEXICO
      • 10.6.4.1 Mexican retailers to leverage analytics solutions to understand consumer preferences better, optimize inventory management, and enhance overall shopping experience
    • 10.6.5 ARGENTINA
      • 10.6.5.1 Rise of e-commerce platforms and digitalization of retail to drive demand for analytics tools
    • 10.6.6 REST OF LATIN AMERICA

11 COMPETITIVE LANDSCAPE

  • 11.1 OVERVIEW
  • 11.2 KEY PLAYER STRATEGIES
    • TABLE 241 OVERVIEW OF STRATEGIES ADOPTED BY KEY RETAIL ANALYTICS VENDORS
  • 11.3 REVENUE ANALYSIS
    • FIGURE 60 TOP FIVE PLAYERS DOMINATING MARKET FROM 2019 TO 2023 (USD MILLION)
  • 11.4 MARKET SHARE ANALYSIS
    • FIGURE 61 SHARE OF LEADING COMPANIES IN RETAIL ANALYTICS MARKET, 2023
    • 11.4.1 MARKET RANKING ANALYSIS
    • TABLE 242 RETAIL ANALYTICS MARKET: DEGREE OF COMPETITION
  • 11.5 BRAND/PRODUCT COMPARATIVE ANALYSIS
    • FIGURE 62 BRAND/PRODUCT COMPARATIVE ANALYSIS
  • 11.6 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
    • FIGURE 63 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
    • FIGURE 64 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS
  • 11.7 COMPANY EVALUATION MATRIX: KEY PLAYERS
    • 11.7.1 STARS
    • 11.7.2 EMERGING LEADERS
    • 11.7.3 PERVASIVE PLAYERS
    • 11.7.4 PARTICIPANTS
    • FIGURE 65 RETAIL ANALYTICS MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023
    • 11.7.5 COMPANY FOOTPRINT: KEY PLAYERS
      • 11.7.5.1 Overall company footprint
    • FIGURE 66 RETAIL ANALYTICS MARKET: OVERALL COMPANY FOOTPRINT (25 COMPANIES)
      • 11.7.5.2 Region footprint
    • TABLE 243 RETAIL ANALYTICS MARKET: REGIONAL FOOTPRINT (25 COMPANIES)
      • 11.7.5.3 End user footprint
    • TABLE 244 RETAIL ANALYTICS MARKET: END USER FOOTPRINT (25 COMPANIES)
      • 11.7.5.4 Application footprint
    • TABLE 245 RETAIL ANALYTICS MARKET: APPLICATION FOOTPRINT (25 COMPANIES)
      • 11.7.5.5 Product footprint
    • TABLE 246 RETAIL ANALYTICS MARKET: PRODUCT FOOTPRINT (25 COMPANIES)
  • 11.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES
    • 11.8.1 PROGRESSIVE COMPANIES
    • 11.8.2 RESPONSIVE COMPANIES
    • 11.8.3 DYNAMIC COMPANIES
    • 11.8.4 STARTING BLOCKS
    • FIGURE 67 RETAIL ANALYTICS MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2023
    • 11.8.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES
      • 11.8.5.1 Detailed list of key startups/SMEs
    • TABLE 247 RETAIL ANALYTICS MARKET: DETAILED LIST OF KEY STARTUPS/SMES
      • 11.8.5.2 Competitive benchmarking of key startups/SMEs
    • TABLE 248 RETAIL ANALYTICS MARKET: COMPETITIVE BENCHMARKING OF STARTUPS/SMES
  • 11.9 COMPETITIVE SCENARIO AND TRENDS
    • 11.9.1 PRODUCT LAUNCHES & ENHANCEMENTS
    • TABLE 249 RETAIL ANALYTICS MARKET: PRODUCT LAUNCHES & ENHANCEMENTS, JANUARY 2021-FEBRUARY 2024
    • 11.9.2 DEALS
    • TABLE 250 RETAIL ANALYTICS MARKET: DEALS, JANUARY 2021-FEBRUARY 2024

12 COMPANY PROFILES

  • 12.1 INTRODUCTION
  • 12.2 KEY PLAYERS
  • (Business overview, Products/Solutions/Services offered, Recent developments, MnM view, Key strategies, Strategic choices made, and Weaknesses and Competitive threats)**
    • 12.2.1 MICROSOFT
    • TABLE 251 MICROSOFT: BUSINESS OVERVIEW
    • FIGURE 68 MICROSOFT: COMPANY SNAPSHOT
    • TABLE 252 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 253 MICROSOFT: PRODUCT LAUNCHES & ENHANCEMENTS
    • TABLE 254 MICROSOFT: DEALS
    • 12.2.2 IBM
    • TABLE 255 IBM: BUSINESS OVERVIEW
    • FIGURE 69 IBM: COMPANY SNAPSHOT
    • TABLE 256 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 257 IBM: PRODUCT LAUNCHES & ENHANCEMENTS
    • TABLE 258 IBM: DEALS
    • 12.2.3 SAP
    • TABLE 259 SAP: BUSINESS OVERVIEW
    • FIGURE 70 SAP: COMPANY SNAPSHOT
    • TABLE 260 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 261 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS
    • 12.2.4 ORACLE
    • TABLE 262 ORACLE: BUSINESS OVERVIEW
    • FIGURE 71 ORACLE: COMPANY SNAPSHOT
    • TABLE 263 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 264 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 265 ORACLE: DEALS
    • 12.2.5 SALESFORCE
    • TABLE 266 SALESFORCE: BUSINESS OVERVIEW
    • FIGURE 72 SALESFORCE: COMPANY SNAPSHOT
    • TABLE 267 SALESFORCE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 268 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 269 SALESFORCE: DEALS
    • 12.2.6 MICROSTRATEGY
    • TABLE 270 MICROSTRATEGY: BUSINESS OVERVIEW
    • FIGURE 73 MICROSTRATEGY: COMPANY SNAPSHOT
    • TABLE 271 MICROSTRATEGY: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 272 MICROSTRATEGY: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 273 MICROSTRATEGY: DEALS
    • 12.2.7 SAS INSTITUTE
    • TABLE 274 SAS INSTITUTE: BUSINESS OVERVIEW
    • TABLE 275 SAS INSTITUTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 276 SAS INSTITUTE: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 277 SAS INSTITUTE: DEALS
    • 12.2.8 AWS
    • TABLE 278 AWS: BUSINESS OVERVIEW
    • FIGURE 74 AWS: COMPANY SNAPSHOT
    • TABLE 279 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 280 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 281 AWS: DEALS
    • 12.2.9 QLIK
    • TABLE 282 QLIK: BUSINESS OVERVIEW
    • TABLE 283 QLIK: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 284 QLIK: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 285 QLIK: DEALS
    • 12.2.10 TERADATA
    • TABLE 286 TERADATA: BUSINESS OVERVIEW
    • FIGURE 75 TERADATA: COMPANY SNAPSHOT
    • TABLE 287 TERADATA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 288 TERADATA: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 289 TERADATA: DEALS
  • 12.3 OTHER PLAYERS
    • 12.3.1 WNS
    • 12.3.2 HCL
    • 12.3.3 LIGHTSPEED COMMERCE
    • 12.3.4 RETAILNEXT
    • 12.3.5 MANTHAN SYSTEMS
    • 12.3.6 FIT ANALYTICS
    • 12.3.7 TRAX
    • 12.3.8 THOUGHTSPOT
    • 12.3.9 RELEX SOLUTIONS
    • 12.3.10 TREDENCE
    • 12.3.11 CREATIO
    • 12.3.12 SOLVOYO
    • 12.3.13 DATAPINE
    • 12.3.14 SISENSE
    • 12.3.15 EDITED
  • 12.4 STARTUP/SME PROFILES
    • 12.4.1 RETAIL ZIPLINE
    • 12.4.2 SYMPHONYAI
    • 12.4.3 THINKINSIDE
    • 12.4.4 DOR TECHNOLOGIES
    • 12.4.5 TRIPLE WHALE
    • 12.4.6 FLAME ANALYTICS
    • 12.4.7 ALLOY.AI TECHNOLOGIES
    • 12.4.8 CONJURA
    • 12.4.9 KYVOS INSIGHTS
    • 12.4.10 PYGMALIOS
  • *Details on Business overview, Products/Solutions/Services offered, Recent developments, MnM view, Key strategies, Strategic choices made, and Weaknesses and Competitive threats might not be captured in case of unlisted companies.

13 ADJACENT AND RELATED MARKETS

  • 13.1 INTRODUCTION
  • 13.2 CUSTOMER EXPERIENCE MANAGEMENT MARKET - GLOBAL FORECAST TO 2028
    • 13.2.1 MARKET DEFINITION
    • 13.2.2 MARKET OVERVIEW
      • 13.2.2.1 Customer experience management market, by offering
    • TABLE 290 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 291 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY OFFERING, 2023-2028 (USD MILLION)
      • 13.2.2.2 Customer experience management market, by deployment type
    • TABLE 292 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2017-2022 (USD MILLION)
    • TABLE 293 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2023-2028 (USD MILLION)
      • 13.2.2.3 Customer experience management market, by organization size
    • TABLE 294 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 295 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
      • 13.2.2.4 Customer experience management market, by vertical
    • TABLE 296 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 297 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
      • 13.2.2.5 Customer experience management market, by region
    • TABLE 298 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 299 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 13.3 SUPPLY CHAIN ANALYTICS MARKET - GLOBAL FORECAST TO 2027
    • 13.3.1 MARKET DEFINITION
    • 13.3.2 MARKET OVERVIEW
      • 13.3.2.1 Supply chain analytics market, by component
    • TABLE 300 SUPPLY CHAIN ANALYTICS MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
    • TABLE 301 SUPPLY CHAIN ANALYTICS MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
      • 13.3.2.2 Supply chain analytics market, by service
    • TABLE 302 SUPPLY CHAIN ANALYTICS MARKET, BY SERVICE, 2016-2021 (USD MILLION)
    • TABLE 303 SUPPLY CHAIN ANALYTICS MARKET, BY SERVICE, 2022-2027 (USD MILLION)
      • 13.3.2.3 Supply chain analytics market, by deployment mode
    • TABLE 304 SUPPLY CHAIN ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD MILLION)
    • TABLE 305 SUPPLY CHAIN ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
      • 13.3.2.4 Supply chain analytics market, by organization size
    • TABLE 306 SUPPLY CHAIN ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD MILLION)
    • TABLE 307 SUPPLY CHAIN ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
      • 13.3.2.5 Supply chain analytics market, by vertical
    • TABLE 308 SUPPLY CHAIN ANALYTICS MARKET, BY VERTICAL, 2016-2021 (USD MILLION)
    • TABLE 309 SUPPLY CHAIN ANALYTICS MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
      • 13.3.2.6 Supply chain analytics market, by region
    • TABLE 310 SUPPLY CHAIN ANALYTICS MARKET, BY REGION, 2016-2021 (USD MILLION)
    • TABLE 311 SUPPLY CHAIN ANALYTICS MARKET, BY REGION, 2022-2027 (USD MILLION)

14 APPENDIX

  • 14.1 DISCUSSION GUIDE
  • 14.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 14.3 CUSTOMIZATION OPTIONS
  • 14.4 RELATED REPORTS
  • 14.5 AUTHOR DETAILS