リテールアナリティクスの世界市場 2023-2027

リテールアナリティクス市場は2022-2027年に118億1,280万米ドル、予測期間中のCAGRは21.15%で成長すると予測されています。

当レポートでは、リテールアナリティクス市場の全体的な分析、市場規模・予測、動向、成長促進要因、課題、約25のベンダーを網羅したベンダー分析などを掲載しています。

現在の市場シナリオ、最新動向と促進要因、市場環境全体に関する最新分析を提供しています。市場は、小売ビジネスで生成されるデータの量と複雑さの増加、eコマース産業の成長、顧客体験への注目の高まりによって牽引されています。

本調査では、今後数年間のリテールアナリティクス市場成長を牽引する主要因の1つとして、小売分野におけるAI導入の増加を挙げています。また、小売業における顧客体験の重要性の高まりとオムニチャネル顧客の増加が市場の大きな需要につながります。

目次

第1章 エグゼクティブサマリー

• 市場概要

第2章 市場情勢

• 市場エコシステム

第3章 市場規模

• 市場の定義
• 市場セグメント分析
• 市場規模 2022
• 市場の見通し 2022-2027

第4章 市場規模実績

• リテールアナリティクスの世界市場 2017-2021
• 用途セグメント分析 2017-2021
• コンポーネントセグメント分析 2017-2021
• 地域別セグメント分析 2017-2021
• 国別セグメント分析 2017-2021

第5章 ファイブフォース分析

• ファイブフォースの要約
• 買い手の交渉力
• 供給企業の交渉力
• 新規参入業者の脅威
• 代替品の脅威
• 競争の脅威
• 市況

第6章 市場セグメンテーション：用途別

• 市場セグメント
• 比較：用途別
• 店内オペレーション：市場規模と予測 2022-2027
• 顧客管理：市場規模と予測 2022-2027
• サプライチェーンマネジメント：市場規模と予測 2022-2027
• マーケティングと商品化：市場規模と予測 2022-2027
• その他：市場規模と予測 2022-2027
• 市場機会：用途別

第7章 市場セグメンテーション：コンポーネント別

• 市場セグメント
• 比較：コンポーネント別
• ソフトウェア：市場規模と予測 2022-2027
• サービス：市場規模と予測 2022-2027
• 市場機会：コンポーネント別

第8章 顧客情勢

• 顧客情勢の概要

第9章 地域別情勢

• 地域別セグメンテーション
• 地域別比較
• 北米：市場規模と予測 2022-2027
• 欧州：市場規模と予測 2022-2027
• アジア太平洋：市場規模と予測 2022-2027
• 中東・アフリカ：市場規模と予測 2022-2027
• 南米：市場規模と予測 2022-2027
• 米国：市場規模と予測 2022-2027
• 中国：市場規模と予測 2022-2027
• 英国：市場規模と予測 2022-2027
• ドイツ：市場規模と予測 2022-2027
• インド：市場規模と予測 2022-2027
• 市場機会：地域情勢別

第10章 促進要因、課題、および動向

• 市場促進要因
• 市場の課題
• 促進要因と課題の影響
• 市場動向

第11章 ベンダー情勢

• 概要
• ベンダー情勢
• 混乱の状況
• 業界のリスク

第12章 ベンダー分析

• 対象ベンダー
• ベンダーの市場ポジショニング
• Accenture Plc
• Alphabet Inc.
• Amazon.com Inc.
• Cisco Systems Inc.
• Fujitsu Ltd.
• HCL Technologies Ltd.
• International Business Machines Corp.
• Manthan Software Services Pvt. Ltd.
• Microsoft Corp.
• MicroStrategy Inc.
• NCR Corp.
• Oracle Corp.
• SAP SE
• SAS Institute Inc.
• Thoma Bravo LP

第13章 付録

Exhibits:

• Exhibits1: Executive Summary - Chart on Market Overview
• Exhibits2: Executive Summary - Data Table on Market Overview
• Exhibits3: Executive Summary - Chart on Global Market Characteristics
• Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
• Exhibits5: Executive Summary - Chart on Market Segmentation by Application
• Exhibits6: Executive Summary - Chart on Market Segmentation by Component
• Exhibits7: Executive Summary - Chart on Incremental Growth
• Exhibits8: Executive Summary - Data Table on Incremental Growth
• Exhibits9: Executive Summary - Chart on Vendor Market Positioning
• Exhibits10: Parent market
• Exhibits11: Market Characteristics
• Exhibits12: Offerings of vendors included in the market definition
• Exhibits13: Market segments
• Exhibits14: Chart on Global - Market size and forecast 2022-2027 ($ million)
• Exhibits15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
• Exhibits16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
• Exhibits17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)
• Exhibits18: Historic Market Size - Data Table on global retail analytics market 2017 - 2021 ($ million)
• Exhibits19: Historic Market Size - Application Segment 2017 - 2021 ($ million)
• Exhibits20: Historic Market Size - Component Segment 2017 - 2021 ($ million)
• Exhibits21: Historic Market Size - Geography Segment 2017 - 2021 ($ million)
• Exhibits22: Historic Market Size - Country Segment 2017 - 2021 ($ million)
• Exhibits23: Five forces analysis - Comparison between 2022 and 2027
• Exhibits24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027
• Exhibits25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027
• Exhibits26: Threat of new entrants - Impact of key factors in 2022 and 2027
• Exhibits27: Threat of substitutes - Impact of key factors in 2022 and 2027
• Exhibits28: Threat of rivalry - Impact of key factors in 2022 and 2027
• Exhibits29: Chart on Market condition - Five forces 2022 and 2027
• Exhibits30: Chart on Application - Market share 2022-2027 (%)
• Exhibits31: Data Table on Application - Market share 2022-2027 (%)
• Exhibits32: Chart on Comparison by Application
• Exhibits33: Data Table on Comparison by Application
• Exhibits34: Chart on In-store operation - Market size and forecast 2022-2027 ($ million)
• Exhibits35: Data Table on In-store operation - Market size and forecast 2022-2027 ($ million)
• Exhibits36: Chart on In-store operation - Year-over-year growth 2022-2027 (%)
• Exhibits37: Data Table on In-store operation - Year-over-year growth 2022-2027 (%)
• Exhibits38: Chart on Customer management - Market size and forecast 2022-2027 ($ million)
• Exhibits39: Data Table on Customer management - Market size and forecast 2022-2027 ($ million)
• Exhibits40: Chart on Customer management - Year-over-year growth 2022-2027 (%)
• Exhibits41: Data Table on Customer management - Year-over-year growth 2022-2027 (%)
• Exhibits42: Chart on Supply chain management - Market size and forecast 2022-2027 ($ million)
• Exhibits43: Data Table on Supply chain management - Market size and forecast 2022-2027 ($ million)
• Exhibits44: Chart on Supply chain management - Year-over-year growth 2022-2027 (%)
• Exhibits45: Data Table on Supply chain management - Year-over-year growth 2022-2027 (%)
• Exhibits46: Chart on Marketing and merchandizing - Market size and forecast 2022-2027 ($ million)
• Exhibits47: Data Table on Marketing and merchandizing - Market size and forecast 2022-2027 ($ million)
• Exhibits48: Chart on Marketing and merchandizing - Year-over-year growth 2022-2027 (%)
• Exhibits49: Data Table on Marketing and merchandizing - Year-over-year growth 2022-2027 (%)
• Exhibits50: Chart on Others - Market size and forecast 2022-2027 ($ million)
• Exhibits51: Data Table on Others - Market size and forecast 2022-2027 ($ million)
• Exhibits52: Chart on Others - Year-over-year growth 2022-2027 (%)
• Exhibits53: Data Table on Others - Year-over-year growth 2022-2027 (%)
• Exhibits54: Market opportunity by Application ($ million)
• Exhibits55: Data Table on Market opportunity by Application ($ million)
• Exhibits56: Chart on Component - Market share 2022-2027 (%)
• Exhibits57: Data Table on Component - Market share 2022-2027 (%)
• Exhibits58: Chart on Comparison by Component
• Exhibits59: Data Table on Comparison by Component
• Exhibits60: Chart on Software - Market size and forecast 2022-2027 ($ million)
• Exhibits61: Data Table on Software - Market size and forecast 2022-2027 ($ million)
• Exhibits62: Chart on Software - Year-over-year growth 2022-2027 (%)
• Exhibits63: Data Table on Software - Year-over-year growth 2022-2027 (%)
• Exhibits64: Chart on Services - Market size and forecast 2022-2027 ($ million)
• Exhibits65: Data Table on Services - Market size and forecast 2022-2027 ($ million)
• Exhibits66: Chart on Services - Year-over-year growth 2022-2027 (%)
• Exhibits67: Data Table on Services - Year-over-year growth 2022-2027 (%)
• Exhibits68: Market opportunity by Component ($ million)
• Exhibits69: Data Table on Market opportunity by Component ($ million)
• Exhibits70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• Exhibits71: Chart on Market share By Geographical Landscape 2022-2027 (%)
• Exhibits72: Data Table on Market share By Geographical Landscape 2022-2027 (%)
• Exhibits73: Chart on Geographic comparison
• Exhibits74: Data Table on Geographic comparison
• Exhibits75: Chart on North America - Market size and forecast 2022-2027 ($ million)
• Exhibits76: Data Table on North America - Market size and forecast 2022-2027 ($ million)
• Exhibits77: Chart on North America - Year-over-year growth 2022-2027 (%)
• Exhibits78: Data Table on North America - Year-over-year growth 2022-2027 (%)
• Exhibits79: Chart on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibits80: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibits81: Chart on Europe - Year-over-year growth 2022-2027 (%)
• Exhibits82: Data Table on Europe - Year-over-year growth 2022-2027 (%)
• Exhibits83: Chart on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibits84: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibits85: Chart on APAC - Year-over-year growth 2022-2027 (%)
• Exhibits86: Data Table on APAC - Year-over-year growth 2022-2027 (%)
• Exhibits87: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibits88: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibits89: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• Exhibits90: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• Exhibits91: Chart on South America - Market size and forecast 2022-2027 ($ million)
• Exhibits92: Data Table on South America - Market size and forecast 2022-2027 ($ million)
• Exhibits93: Chart on South America - Year-over-year growth 2022-2027 (%)
• Exhibits94: Data Table on South America - Year-over-year growth 2022-2027 (%)
• Exhibits95: Chart on US - Market size and forecast 2022-2027 ($ million)
• Exhibits96: Data Table on US - Market size and forecast 2022-2027 ($ million)
• Exhibits97: Chart on US - Year-over-year growth 2022-2027 (%)
• Exhibits98: Data Table on US - Year-over-year growth 2022-2027 (%)
• Exhibits99: Chart on China - Market size and forecast 2022-2027 ($ million)
• Exhibits100: Data Table on China - Market size and forecast 2022-2027 ($ million)
• Exhibits101: Chart on China - Year-over-year growth 2022-2027 (%)
• Exhibits102: Data Table on China - Year-over-year growth 2022-2027 (%)
• Exhibits103: Chart on UK - Market size and forecast 2022-2027 ($ million)
• Exhibits104: Data Table on UK - Market size and forecast 2022-2027 ($ million)
• Exhibits105: Chart on UK - Year-over-year growth 2022-2027 (%)
• Exhibits106: Data Table on UK - Year-over-year growth 2022-2027 (%)
• Exhibits107: Chart on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibits108: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibits109: Chart on Germany - Year-over-year growth 2022-2027 (%)
• Exhibits110: Data Table on Germany - Year-over-year growth 2022-2027 (%)
• Exhibits111: Chart on India - Market size and forecast 2022-2027 ($ million)
• Exhibits112: Data Table on India - Market size and forecast 2022-2027 ($ million)
• Exhibits113: Chart on India - Year-over-year growth 2022-2027 (%)
• Exhibits114: Data Table on India - Year-over-year growth 2022-2027 (%)
• Exhibits115: Market opportunity By Geographical Landscape ($ million)
• Exhibits116: Data Tables on Market opportunity By Geographical Landscape ($ million)
• Exhibits117: Impact of drivers and challenges in 2022 and 2027
• Exhibits118: Overview on Criticality of inputs and Factors of differentiation
• Exhibits119: Overview on factors of disruption
• Exhibits120: Impact of key risks on business
• Exhibits121: Vendors covered
• Exhibits122: Matrix on vendor position and classification
• Exhibits123: Accenture Plc - Overview
• Exhibits124: Accenture Plc - Business segments
• Exhibits125: Accenture Plc - Key news
• Exhibits126: Accenture Plc - Key offerings
• Exhibits127: Accenture Plc - Segment focus
• Exhibits128: Alphabet Inc. - Overview
• Exhibits129: Alphabet Inc. - Business segments
• Exhibits130: Alphabet Inc. - Key news
• Exhibits131: Alphabet Inc. - Key offerings
• Exhibits132: Alphabet Inc. - Segment focus
• Exhibits133: Amazon.com Inc. - Overview
• Exhibits134: Amazon.com Inc. - Business segments
• Exhibits135: Amazon.com Inc. - Key news
• Exhibits136: Amazon.com Inc. - Key offerings
• Exhibits137: Amazon.com Inc. - Segment focus
• Exhibits138: Cisco Systems Inc. - Overview
• Exhibits139: Cisco Systems Inc. - Business segments
• Exhibits140: Cisco Systems Inc. - Key news
• Exhibits141: Cisco Systems Inc. - Key offerings
• Exhibits142: Cisco Systems Inc. - Segment focus
• Exhibits143: Fujitsu Ltd. - Overview
• Exhibits144: Fujitsu Ltd. - Business segments
• Exhibits145: Fujitsu Ltd. - Key news
• Exhibits146: Fujitsu Ltd. - Key offerings
• Exhibits147: Fujitsu Ltd. - Segment focus
• Exhibits148: HCL Technologies Ltd. - Overview
• Exhibits149: HCL Technologies Ltd. - Business segments
• Exhibits150: HCL Technologies Ltd. - Key news
• Exhibits151: HCL Technologies Ltd. - Key offerings
• Exhibits152: HCL Technologies Ltd. - Segment focus
• Exhibits153: International Business Machines Corp. - Overview
• Exhibits154: International Business Machines Corp. - Business segments
• Exhibits155: International Business Machines Corp. - Key news
• Exhibits156: International Business Machines Corp. - Key offerings
• Exhibits157: International Business Machines Corp. - Segment focus
• Exhibits158: Manthan Software Services Pvt. Ltd. - Overview
• Exhibits159: Manthan Software Services Pvt. Ltd. - Product / Service
• Exhibits160: Manthan Software Services Pvt. Ltd. - Key offerings
• Exhibits161: Microsoft Corp. - Overview
• Exhibits162: Microsoft Corp. - Business segments
• Exhibits163: Microsoft Corp. - Key news
• Exhibits164: Microsoft Corp. - Key offerings
• Exhibits165: Microsoft Corp. - Segment focus
• Exhibits166: MicroStrategy Inc. - Overview
• Exhibits167: MicroStrategy Inc. - Product / Service
• Exhibits168: MicroStrategy Inc. - Key offerings
• Exhibits169: NCR Corp. - Overview
• Exhibits170: NCR Corp. - Business segments
• Exhibits171: NCR Corp. - Key news
• Exhibits172: NCR Corp. - Key offerings
• Exhibits173: NCR Corp. - Segment focus
• Exhibits174: Oracle Corp. - Overview
• Exhibits175: Oracle Corp. - Business segments
• Exhibits176: Oracle Corp. - Key news
• Exhibits177: Oracle Corp. - Key offerings
• Exhibits178: Oracle Corp. - Segment focus
• Exhibits179: SAP SE - Overview
• Exhibits180: SAP SE - Business segments
• Exhibits181: SAP SE - Key news
• Exhibits182: SAP SE - Key offerings
• Exhibits183: SAP SE - Segment focus
• Exhibits184: SAS Institute Inc. - Overview
• Exhibits185: SAS Institute Inc. - Product / Service
• Exhibits186: SAS Institute Inc. - Key news
• Exhibits187: SAS Institute Inc. - Key offerings
• Exhibits188: Thoma Bravo LP - Overview
• Exhibits189: Thoma Bravo LP - Product / Service
• Exhibits190: Thoma Bravo LP - Key news
• Exhibits191: Thoma Bravo LP - Key offerings
• Exhibits192: Inclusions checklist
• Exhibits193: Exclusions checklist
• Exhibits194: Currency conversion rates for US$
• Exhibits195: Research methodology
• Exhibits196: Validation techniques employed for market sizing
• Exhibits197: Information sources
• Exhibits198: List of abbreviations

The retail analytics market is forecasted to grow by USD 11812.8 mn during 2022-2027, accelerating at a CAGR of 21.15% during the forecast period. The report on the retail analytics market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by the increasing volume and complexity of data generated by retail businesses, the growing e-commerce industry, and the increasing focus on customer experience.

Technavio's retail analytics market is segmented as below:

By Application

• In-store operation
• Customer management
• Supply chain management
• Marketing and merchandizing
• Others

By Component

• Software
• Services

By Geographical Landscape

• North America
• Europe
• APAC
• Middle East and Africa
• South America

This study identifies the increasing adoption of AI in the retail sector as one of the prime reasons driving the retail analytics market growth during the next few years. Also, the rising importance of customer experience in the retail sector and rising omnichannel customers will lead to sizable demand in the market.

The report on the retail analytics market covers the following areas:

• Retail analytics market sizing
• Retail analytics market forecast
• Retail analytics market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading retail analytics market vendors that include Accenture Plc, Alphabet Inc., Amazon.com Inc., Capillary Technologies, Cisco Systems Inc., Domo Inc., Fujitsu Ltd., HCL Technologies Ltd., International Business Machines Corp., Manthan Software Services Pvt. Ltd., Microsoft Corp., MicroStrategy Inc., NCR Corp., Oracle Corp., Salesforce Inc., SAP SE, SAS Institute Inc., Symphony Innovation, LLC, Thoma Bravo LP, and TIBCO Software Inc.. Also, the retail analytics market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to an analysis of the key vendors.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive research - both primary and secondary. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast the accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
• Exhibit 01: Executive Summary - Chart on Market Overview
• Exhibit 02: Executive Summary - Data Table on Market Overview
• Exhibit 03: Executive Summary - Chart on Global Market Characteristics
• Exhibit 04: Executive Summary - Chart on Market By Geographical Landscape
• Exhibit 05: Executive Summary - Chart on Market Segmentation by Application
• Exhibit 06: Executive Summary - Chart on Market Segmentation by Component
• Exhibit 07: Executive Summary - Chart on Incremental Growth
• Exhibit 08: Executive Summary - Data Table on Incremental Growth
• Exhibit 09: Executive Summary - Chart on Vendor Market Positioning

2 Market Landscape

• 2.1 Market ecosystem
• Exhibit 10: Parent market
• Exhibit 11: Market Characteristics

3 Market Sizing

• 3.1 Market definition
• Exhibit 12: Offerings of vendors included in the market definition
• 3.2 Market segment analysis
• Exhibit 13: Market segments
• 3.3 Market size 2022
• 3.4 Market outlook: Forecast for 2022-2027
• Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million)
• Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
• Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
• Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)

4 Historic Market Size

• 4.1 Global retail analytics market 2017 - 2021
• Exhibit 18: Historic Market Size - Data Table on global retail analytics market 2017 - 2021 ($ million)
• 4.2 Application Segment Analysis 2017 - 2021
• Exhibit 19: Historic Market Size - Application Segment 2017 - 2021 ($ million)
• 4.3 Component Segment Analysis 2017 - 2021
• Exhibit 20: Historic Market Size - Component Segment 2017 - 2021 ($ million)
• 4.4 Geography Segment Analysis 2017 - 2021
• Exhibit 21: Historic Market Size - Geography Segment 2017 - 2021 ($ million)
• 4.5 Country Segment Analysis 2017 - 2021
• Exhibit 22: Historic Market Size - Country Segment 2017 - 2021 ($ million)

5 Five Forces Analysis

• 5.1 Five forces summary
• Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
• 5.2 Bargaining power of buyers
• Exhibit 24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027
• 5.3 Bargaining power of suppliers
• Exhibit 25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027
• 5.4 Threat of new entrants
• Exhibit 26: Threat of new entrants - Impact of key factors in 2022 and 2027
• 5.5 Threat of substitutes
• Exhibit 27: Threat of substitutes - Impact of key factors in 2022 and 2027
• 5.6 Threat of rivalry
• Exhibit 28: Threat of rivalry - Impact of key factors in 2022 and 2027
• 5.7 Market condition
• Exhibit 29: Chart on Market condition - Five forces 2022 and 2027

6 Market Segmentation by Application

• 6.1 Market segments
• Exhibit 30: Chart on Application - Market share 2022-2027 (%)
• Exhibit 31: Data Table on Application - Market share 2022-2027 (%)
• 6.2 Comparison by Application
• Exhibit 32: Chart on Comparison by Application
• Exhibit 33: Data Table on Comparison by Application
• 6.3 In-store operation - Market size and forecast 2022-2027
• Exhibit 34: Chart on In-store operation - Market size and forecast 2022-2027 ($ million)
• Exhibit 35: Data Table on In-store operation - Market size and forecast 2022-2027 ($ million)
• Exhibit 36: Chart on In-store operation - Year-over-year growth 2022-2027 (%)
• Exhibit 37: Data Table on In-store operation - Year-over-year growth 2022-2027 (%)
• 6.4 Customer management - Market size and forecast 2022-2027
• Exhibit 38: Chart on Customer management - Market size and forecast 2022-2027 ($ million)
• Exhibit 39: Data Table on Customer management - Market size and forecast 2022-2027 ($ million)
• Exhibit 40: Chart on Customer management - Year-over-year growth 2022-2027 (%)
• Exhibit 41: Data Table on Customer management - Year-over-year growth 2022-2027 (%)
• 6.5 Supply chain management - Market size and forecast 2022-2027
• Exhibit 42: Chart on Supply chain management - Market size and forecast 2022-2027 ($ million)
• Exhibit 43: Data Table on Supply chain management - Market size and forecast 2022-2027 ($ million)
• Exhibit 44: Chart on Supply chain management - Year-over-year growth 2022-2027 (%)
• Exhibit 45: Data Table on Supply chain management - Year-over-year growth 2022-2027 (%)
• 6.6 Marketing and merchandizing - Market size and forecast 2022-2027
• Exhibit 46: Chart on Marketing and merchandizing - Market size and forecast 2022-2027 ($ million)
• Exhibit 47: Data Table on Marketing and merchandizing - Market size and forecast 2022-2027 ($ million)
• Exhibit 48: Chart on Marketing and merchandizing - Year-over-year growth 2022-2027 (%)
• Exhibit 49: Data Table on Marketing and merchandizing - Year-over-year growth 2022-2027 (%)
• 6.7 Others - Market size and forecast 2022-2027
• Exhibit 50: Chart on Others - Market size and forecast 2022-2027 ($ million)
• Exhibit 51: Data Table on Others - Market size and forecast 2022-2027 ($ million)
• Exhibit 52: Chart on Others - Year-over-year growth 2022-2027 (%)
• Exhibit 53: Data Table on Others - Year-over-year growth 2022-2027 (%)
• 6.8 Market opportunity by Application
• Exhibit 54: Market opportunity by Application ($ million)
• Exhibit 55: Data Table on Market opportunity by Application ($ million)

7 Market Segmentation by Component

• 7.1 Market segments
• Exhibit 56: Chart on Component - Market share 2022-2027 (%)
• Exhibit 57: Data Table on Component - Market share 2022-2027 (%)
• 7.2 Comparison by Component
• Exhibit 58: Chart on Comparison by Component
• Exhibit 59: Data Table on Comparison by Component
• 7.3 Software - Market size and forecast 2022-2027
• Exhibit 60: Chart on Software - Market size and forecast 2022-2027 ($ million)
• Exhibit 61: Data Table on Software - Market size and forecast 2022-2027 ($ million)
• Exhibit 62: Chart on Software - Year-over-year growth 2022-2027 (%)
• Exhibit 63: Data Table on Software - Year-over-year growth 2022-2027 (%)
• 7.4 Services - Market size and forecast 2022-2027
• Exhibit 64: Chart on Services - Market size and forecast 2022-2027 ($ million)
• Exhibit 65: Data Table on Services - Market size and forecast 2022-2027 ($ million)
• Exhibit 66: Chart on Services - Year-over-year growth 2022-2027 (%)
• Exhibit 67: Data Table on Services - Year-over-year growth 2022-2027 (%)
• 7.5 Market opportunity by Component
• Exhibit 68: Market opportunity by Component ($ million)
• Exhibit 69: Data Table on Market opportunity by Component ($ million)

8 Customer Landscape

• 8.1 Customer landscape overview
• Exhibit 70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

9 Geographic Landscape

• 9.1 Geographic segmentation
• Exhibit 71: Chart on Market share By Geographical Landscape 2022-2027 (%)
• Exhibit 72: Data Table on Market share By Geographical Landscape 2022-2027 (%)
• 9.2 Geographic comparison
• Exhibit 73: Chart on Geographic comparison
• Exhibit 74: Data Table on Geographic comparison
• 9.3 North America - Market size and forecast 2022-2027
• Exhibit 75: Chart on North America - Market size and forecast 2022-2027 ($ million)
• Exhibit 76: Data Table on North America - Market size and forecast 2022-2027 ($ million)
• Exhibit 77: Chart on North America - Year-over-year growth 2022-2027 (%)
• Exhibit 78: Data Table on North America - Year-over-year growth 2022-2027 (%)
• 9.4 Europe - Market size and forecast 2022-2027
• Exhibit 79: Chart on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibit 80: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibit 81: Chart on Europe - Year-over-year growth 2022-2027 (%)
• Exhibit 82: Data Table on Europe - Year-over-year growth 2022-2027 (%)
• 9.5 APAC - Market size and forecast 2022-2027
• Exhibit 83: Chart on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibit 84: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibit 85: Chart on APAC - Year-over-year growth 2022-2027 (%)
• Exhibit 86: Data Table on APAC - Year-over-year growth 2022-2027 (%)
• 9.6 Middle East and Africa - Market size and forecast 2022-2027
• Exhibit 87: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibit 88: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibit 89: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• Exhibit 90: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• 9.7 South America - Market size and forecast 2022-2027
• Exhibit 91: Chart on South America - Market size and forecast 2022-2027 ($ million)
• Exhibit 92: Data Table on South America - Market size and forecast 2022-2027 ($ million)
• Exhibit 93: Chart on South America - Year-over-year growth 2022-2027 (%)
• Exhibit 94: Data Table on South America - Year-over-year growth 2022-2027 (%)
• 9.8 US - Market size and forecast 2022-2027
• Exhibit 95: Chart on US - Market size and forecast 2022-2027 ($ million)
• Exhibit 96: Data Table on US - Market size and forecast 2022-2027 ($ million)
• Exhibit 97: Chart on US - Year-over-year growth 2022-2027 (%)
• Exhibit 98: Data Table on US - Year-over-year growth 2022-2027 (%)
• 9.9 China - Market size and forecast 2022-2027
• Exhibit 99: Chart on China - Market size and forecast 2022-2027 ($ million)
• Exhibit 100: Data Table on China - Market size and forecast 2022-2027 ($ million)
• Exhibit 101: Chart on China - Year-over-year growth 2022-2027 (%)
• Exhibit 102: Data Table on China - Year-over-year growth 2022-2027 (%)
• 9.10 UK - Market size and forecast 2022-2027
• Exhibit 103: Chart on UK - Market size and forecast 2022-2027 ($ million)
• Exhibit 104: Data Table on UK - Market size and forecast 2022-2027 ($ million)
• Exhibit 105: Chart on UK - Year-over-year growth 2022-2027 (%)
• Exhibit 106: Data Table on UK - Year-over-year growth 2022-2027 (%)
• 9.11 Germany - Market size and forecast 2022-2027
• Exhibit 107: Chart on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibit 108: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibit 109: Chart on Germany - Year-over-year growth 2022-2027 (%)
• Exhibit 110: Data Table on Germany - Year-over-year growth 2022-2027 (%)
• 9.12 India - Market size and forecast 2022-2027
• Exhibit 111: Chart on India - Market size and forecast 2022-2027 ($ million)
• Exhibit 112: Data Table on India - Market size and forecast 2022-2027 ($ million)
• Exhibit 113: Chart on India - Year-over-year growth 2022-2027 (%)
• Exhibit 114: Data Table on India - Year-over-year growth 2022-2027 (%)
• 9.13 Market opportunity By Geographical Landscape
• Exhibit 115: Market opportunity By Geographical Landscape ($ million)
• Exhibit 116: Data Tables on Market opportunity By Geographical Landscape ($ million)

10 Drivers, Challenges, and Trends

• 10.1 Market drivers
• 10.2 Market challenges
• 10.3 Impact of drivers and challenges
• Exhibit 117: Impact of drivers and challenges in 2022 and 2027
• 10.4 Market trends

11 Vendor Landscape

• 11.1 Overview
• 11.2 Vendor landscape
• Exhibit 118: Overview on Criticality of inputs and Factors of differentiation
• 11.3 Landscape disruption
• Exhibit 119: Overview on factors of disruption
• 11.4 Industry risks
• Exhibit 120: Impact of key risks on business

12 Vendor Analysis

• 12.1 Vendors covered
• Exhibit 121: Vendors covered
• 12.2 Market positioning of vendors
• Exhibit 122: Matrix on vendor position and classification
• 12.3 Accenture Plc
• Exhibit 123: Accenture Plc - Overview
• Exhibit 124: Accenture Plc - Business segments
• Exhibit 125: Accenture Plc - Key news
• Exhibit 126: Accenture Plc - Key offerings
• Exhibit 127: Accenture Plc - Segment focus
• 12.4 Alphabet Inc.
• Exhibit 128: Alphabet Inc. - Overview
• Exhibit 129: Alphabet Inc. - Business segments
• Exhibit 130: Alphabet Inc. - Key news
• Exhibit 131: Alphabet Inc. - Key offerings
• Exhibit 132: Alphabet Inc. - Segment focus
• 12.5 Amazon.com Inc.
• Exhibit 133: Amazon.com Inc. - Overview
• Exhibit 134: Amazon.com Inc. - Business segments
• Exhibit 135: Amazon.com Inc. - Key news
• Exhibit 136: Amazon.com Inc. - Key offerings
• Exhibit 137: Amazon.com Inc. - Segment focus
• 12.6 Cisco Systems Inc.
• Exhibit 138: Cisco Systems Inc. - Overview
• Exhibit 139: Cisco Systems Inc. - Business segments
• Exhibit 140: Cisco Systems Inc. - Key news
• Exhibit 141: Cisco Systems Inc. - Key offerings
• Exhibit 142: Cisco Systems Inc. - Segment focus
• 12.7 Fujitsu Ltd.
• Exhibit 143: Fujitsu Ltd. - Overview
• Exhibit 144: Fujitsu Ltd. - Business segments
• Exhibit 145: Fujitsu Ltd. - Key news
• Exhibit 146: Fujitsu Ltd. - Key offerings
• Exhibit 147: Fujitsu Ltd. - Segment focus
• 12.8 HCL Technologies Ltd.
• Exhibit 148: HCL Technologies Ltd. - Overview
• Exhibit 149: HCL Technologies Ltd. - Business segments
• Exhibit 150: HCL Technologies Ltd. - Key news
• Exhibit 151: HCL Technologies Ltd. - Key offerings
• Exhibit 152: HCL Technologies Ltd. - Segment focus
• 12.9 International Business Machines Corp.
• Exhibit 153: International Business Machines Corp. - Overview
• Exhibit 154: International Business Machines Corp. - Business segments
• Exhibit 155: International Business Machines Corp. - Key news
• Exhibit 156: International Business Machines Corp. - Key offerings
• Exhibit 157: International Business Machines Corp. - Segment focus
• 12.10 Manthan Software Services Pvt. Ltd.
• Exhibit 158: Manthan Software Services Pvt. Ltd. - Overview
• Exhibit 159: Manthan Software Services Pvt. Ltd. - Product / Service
• Exhibit 160: Manthan Software Services Pvt. Ltd. - Key offerings
• 12.11 Microsoft Corp.
• Exhibit 161: Microsoft Corp. - Overview
• Exhibit 162: Microsoft Corp. - Business segments
• Exhibit 163: Microsoft Corp. - Key news
• Exhibit 164: Microsoft Corp. - Key offerings
• Exhibit 165: Microsoft Corp. - Segment focus
• 12.12 MicroStrategy Inc.
• Exhibit 166: MicroStrategy Inc. - Overview
• Exhibit 167: MicroStrategy Inc. - Product / Service
• Exhibit 168: MicroStrategy Inc. - Key offerings
• 12.13 NCR Corp.
• Exhibit 169: NCR Corp. - Overview
• Exhibit 170: NCR Corp. - Business segments
• Exhibit 171: NCR Corp. - Key news
• Exhibit 172: NCR Corp. - Key offerings
• Exhibit 173: NCR Corp. - Segment focus
• 12.14 Oracle Corp.
• Exhibit 174: Oracle Corp. - Overview
• Exhibit 175: Oracle Corp. - Business segments
• Exhibit 176: Oracle Corp. - Key news
• Exhibit 177: Oracle Corp. - Key offerings
• Exhibit 178: Oracle Corp. - Segment focus
• 12.15 SAP SE
• Exhibit 179: SAP SE - Overview
• Exhibit 180: SAP SE - Business segments
• Exhibit 181: SAP SE - Key news
• Exhibit 182: SAP SE - Key offerings
• Exhibit 183: SAP SE - Segment focus
• 12.16 SAS Institute Inc.
• Exhibit 184: SAS Institute Inc. - Overview
• Exhibit 185: SAS Institute Inc. - Product / Service
• Exhibit 186: SAS Institute Inc. - Key news
• Exhibit 187: SAS Institute Inc. - Key offerings
• 12.17 Thoma Bravo LP
• Exhibit 188: Thoma Bravo LP - Overview
• Exhibit 189: Thoma Bravo LP - Product / Service
• Exhibit 190: Thoma Bravo LP - Key news
• Exhibit 191: Thoma Bravo LP - Key offerings

13 Appendix

• 13.1 Scope of the report
• 13.2 Inclusions and exclusions checklist
• Exhibit 192: Inclusions checklist
• Exhibit 193: Exclusions checklist
• 13.3 Currency conversion rates for US$
• Exhibit 194: Currency conversion rates for US$
• 13.4 Research methodology
• Exhibit 195: Research methodology
• Exhibit 196: Validation techniques employed for market sizing
• Exhibit 197: Information sources
• 13.5 List of abbreviations
• Exhibit 198: List of abbreviations