• 1. Executive Summary
o 1.1 Market overview
o Exhibit 01: Executive Summary – Chart on Market Overview
o Exhibit 02: Executive Summary – Data Table on Market Overview
o Exhibit 03: Executive Summary – Chart on Global Market Characteristics
o Exhibit 04: Executive Summary – Chart on Market By Geographical Landscape
o Exhibit 05: Executive Summary – Chart on Market Segmentation by End-user
o Exhibit 06: Executive Summary – Chart on Incremental Growth
o Exhibit 07: Executive Summary – Data Table on Incremental Growth
o Exhibit 08: Executive Summary – Chart on Vendor Market Positioning
• 2. Market Landscape
o 2.1 Market ecosystem
o Exhibit 09: Parent market
o Exhibit 10: Market Characteristics
• 3. Market Sizing
o 3.1 Market definition
o Exhibit 11: Offerings of vendors included in the market definition
o 3.2 Market segment analysis
o Exhibit 12: Market segments
o 3.3 Market size 2021
o 3.4 Market outlook: Forecast for 2021-2026
o Exhibit 13: Chart on Global – Market size and forecast 2021-2026 ($ million)
o Exhibit 14: Data Table on Global – Market size and forecast 2021-2026 ($ million)
o Exhibit 15: Chart on Global Market: Year-over-year growth 2021-2026 (%)
o Exhibit 16: Data Table on Global Market: Year-over-year growth 2021-2026 (%)
• 4. Five Forces Analysis
o 4.1 Five Forces Summary
o Exhibit 17: Five forces analysis – Comparison between2021 and 2026
o 4.2 Bargaining power of buyers
o Exhibit 18: Chart on Bargaining power of buyers – Impact of key factors 2021 and 2026
o 4.3 Bargaining power of suppliers
o Exhibit 19: Bargaining power of suppliers – Impact of key factors in 2021 and 2026
o 4.4 Threat of new entrants
o Exhibit 20: Threat of new entrants – Impact of key factors in 2021 and 2026
o 4.5 Threat of substitutes
o Exhibit 21: Threat of substitutes – Impact of key factors in 2021 and 2026
o 4.6 Threat of rivalry
o Exhibit 22: Threat of rivalry – Impact of key factors in 2021 and 2026
o 4.7 Market condition
o Exhibit 23: Chart on Market condition – Five forces 2021 and 2026
• 5. Market Segmentation by End-user
o 5.1 Market segments
o Exhibit 24: Chart on End-user – Market share 2021-2026 (%)
o Exhibit 25: Data Table on End-user – Market share 2021-2026 (%)
o 5.2 Comparison by End-user
o Exhibit 26: Chart on Comparison by End-user
o Exhibit 27: Data Table on Comparison by End-user
o 5.3 Media and entertainment – Market size and forecast 2021-2026
o Exhibit 28: Chart on Media and entertainment – Market size and forecast 2021-2026 ($ million)
o Exhibit 29: Data Table on Media and entertainment – Market size and forecast 2021-2026 ($ million)
o Exhibit 30: Chart on Media and entertainment – Year-over-year growth 2021-2026 (%)
o Exhibit 31: Data Table on Media and entertainment – Year-over-year growth 2021-2026 (%)
o 5.4 Retail – Market size and forecast 2021-2026
o Exhibit 32: Chart on Retail – Market size and forecast 2021-2026 ($ million)
o Exhibit 33: Data Table on Retail – Market size and forecast 2021-2026 ($ million)
o Exhibit 34: Chart on Retail – Year-over-year growth 2021-2026 (%)
o Exhibit 35: Data Table on Retail – Year-over-year growth 2021-2026 (%)
o 5.5 Travel and tourism – Market size and forecast 2021-2026
o Exhibit 36: Chart on Travel and tourism – Market size and forecast 2021-2026 ($ million)
o Exhibit 37: Data Table on Travel and tourism – Market size and forecast 2021-2026 ($ million)
o Exhibit 38: Chart on Travel and tourism – Year-over-year growth 2021-2026 (%)
o Exhibit 39: Data Table on Travel and tourism – Year-over-year growth 2021-2026 (%)
o 5.6 Others – Market size and forecast 2021-2026
o Exhibit 40: Chart on Others – Market size and forecast 2021-2026 ($ million)
o Exhibit 41: Data Table on Others – Market size and forecast 2021-2026 ($ million)
o Exhibit 42: Chart on Others – Year-over-year growth 2021-2026 (%)
o Exhibit 43: Data Table on Others – Year-over-year growth 2021-2026 (%)
o 5.7 Market opportunity by End-user
o Exhibit 44: Market opportunity by End-user ($ million)
• 6. Customer landscape
o Technavio’s customer landscape matrix comparing Drivers or price sensitivity, Adoption lifecycle, importance in customer price basket, Adoption rate and Key purchase criteria
o 6.1 Customer landscape overview
o Exhibit 45: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 7. Geographic Landscape
o 7.1 Geographic segmentation
o Exhibit 46: Chart on Market share By Geographical Landscape 2021-2026 (%)
o Exhibit 47: Data Table on Market share By Geographical Landscape 2021-2026 (%)
o 7.2 Geographic comparison
o Exhibit 48: Chart on Geographic comparison
o Exhibit 49: Data Table on Geographic comparison
o 7.3 North America – Market size and forecast 2021-2026
o Exhibit 50: Chart on North America – Market size and forecast 2021-2026 ($ million)
o Exhibit 51: Data Table on North America – Market size and forecast 2021-2026 ($ million)
o Exhibit 52: Chart on North America – Year-over-year growth 2021-2026 (%)
o Exhibit 53: Data Table on North America – Year-over-year growth 2021-2026 (%)
o 7.4 Europe- Market size and forecast 2021-2026
o Exhibit 54: Chart on Europe- Market size and forecast 2021-2026 ($ million)
o Exhibit 55: Data Table on Europe – Market size and forecast 2021-2026 ($ million)
o Exhibit 56: Chart on Europe – Year-over-year growth 2021-2026 (%)
o Exhibit 57: Data Table on Europe – Year-over-year growth 2021-2026 (%)
o 7.5 APAC – Market size and forecast 2021-2026
o Exhibit 58: Chart on APAC – Market size and forecast 2021-2026 ($ million)
o Exhibit 59: Data Table on APAC – Market size and forecast 2021-2026 ($ million)
o Exhibit 60: Chart on APAC – Year-over-year growth 2021-2026 (%)
o Exhibit 61: Data Table on APAC – Year-over-year growth 2021-2026 (%)
o 7.6 South America – Market size and forecast 2021-2026
o Exhibit 62: Chart on South America – Market size and forecast 2021-2026 ($ million)
o Exhibit 63: Data Table on South America – Market size and forecast 2021-2026 ($ million)
o Exhibit 64: Chart on South America – Year-over-year growth 2021-2026 (%)
o Exhibit 64: Data Table on South America – Year-over-year growth 2021-2026 (%)
o 7.7 Middle East and Africa – Market size and forecast 2021-2026
o Exhibit 65: Chart on Middle East and Africa – Market size and forecast 2021-2026 ($ million)
o Exhibit 66: Data Table on Middle East and Africa – Market size and forecast 2021-2026 ($ million)
o Exhibit 67: Chart on Middle East and Africa – Year-over-year growth 2021-2026 (%)
o Exhibit 68: Data Table on Middle East and Africa – Year-over-year growth 2021-2026 (%)
o 7.8 US – Market size and forecast 2021-2026
o Exhibit 69: Chart on US- Market size and forecast 2021-2026 ($ million)
o Exhibit 70: Data Table on US- Market size and forecast 2021-2026 ($ million)
o Exhibit 71: Chart on US- Year-over-year growth 2021-2026 (%)
o Exhibit 72: Data Table on US- Year-over-year growth 2021-2026 (%)
o 7.9 China – Market size and forecast 2021-2026
o Exhibit 73: Chart on China – Market size and forecast 2021-2026 ($ million)
o Exhibit 74: Data Table on China – Market size and forecast 2021-2026 ($ million)
o Exhibit 75: Chart on China – Year-over-year growth 2021-2026 (%)
o Exhibit 76: Data Table on China – Year-over-year growth 2021-2026 (%)
o 7.10 Germany – Market size and forecast 2021-2026
o Exhibit 77: Chart on Germany – Market size and forecast 2021-2026 ($ million)
o Exhibit 78: Data Table on Germany – Market size and forecast 2021-2026 ($ million)
o Exhibit 79: Chart on Germany – Year-over-year growth 2021-2026 (%)
o Exhibit 80: Data Table on Germany – Year-over-year growth 2021-2026 (%)
o 7.11 India- Market size and forecast 2021-2026
o Exhibit 81: Chart on India- Market size and forecast 2021-2026 ($ million)
o Exhibit 82: Data Table on India- Market size and forecast 2021-2026 ($ million)
o Exhibit 83: Chart on India- Year-over-year growth 2021-2026 (%)
o Exhibit 84: Data Table on India- Year-over-year growth 2021-2026 (%)
o 7.12 Japan – Market size and forecast 2021-2026
o Exhibit 85: Chart on Japan – Market size and forecast 2021-2026 ($ million)
o Exhibit 86: Data Table on Japan – Market size and forecast 2021-2026 ($ million)
o Exhibit 87: Chart on Japan – Year-over-year growth 2021-2026 (%)
o Exhibit 88: Data Table on Japan – Year-over-year growth 2021-2026 (%)
o 7.13 Market opportunity By Geographical Landscape
o Exhibit 89: Market opportunity By Geographical Landscape ($ million)
• 8. Drivers, Challenges, and Trends
o 8.1 Market drivers
o 8.1.1 Rise of digitalization
o 8.1.2 Rise in the use of hybrid recommendation system
o 8.1.3 Focus on improving customer satisfaction
o 8.2 Market challenges
o 8.2.1 Issues related to accuracy in data prediction
o 8.2.2 Lack of data
o 8.2.3 Lack of technical expertise
o 8.3 Impact of drivers and challenges
o Exhibit 90: Impact of drivers and challenges in 2021 and 2026
o 8.4 Market trends
o 8.4.1 Growing demand for personalized recommendations
o 8.4.2 Raising funds through crowdfunding platforms by recommendation engine startups
o 8.4.3 Implementation of AI in recommendation engines
• 9. Vendor Landscape
o 9.1 Overview
o 9.2 Vendor landscape
o Exhibit 91: Overview on Criticality of inputs and Factors of differentiation
o 9.3 Landscape disruption
o Exhibit 92: Overview on factors of disruption
o 9.4 Industry risks
o Exhibit 93: Impact of key risks on business
• 10. Vendor Analysis
o 10.1 Vendors covered
o Exhibit 94: Vendors covered
o 10.2 Market positioning of vendors
o Exhibit 95: Matrix on vendor position and classification
o 10.3 Adobe Inc.
o Exhibit 96: Adobe Inc. – Overview
o Exhibit 97: Adobe Inc. – Business segments
o Exhibit 98: Adobe Inc. – Key news
o Exhibit 99: Adobe Inc. – Key offerings
o Exhibit 100: Adobe Inc. – Segment focus
o 10.4 Alphabet Inc.
o Exhibit 101: Alphabet Inc. – Overview
o Exhibit 102: Alphabet Inc. – Business segments
o Exhibit 103: Alphabet Inc. – Key news
o Exhibit 104: Alphabet Inc. – Key offerings
o Exhibit 105: Alphabet Inc. – Segment focus
o 10.5 Amazon.com Inc.
o Exhibit 106: Amazon.com Inc. – Overview
o Exhibit 107: Amazon.com Inc. – Business segments
o Exhibit 108: Amazon.com Inc. – Key news
o Exhibit 109: Amazon.com Inc. – Key offerings
o Exhibit 110: Amazon.com Inc. – Segment focus
o 10.6 Cloudera Inc.
o Exhibit 111: Cloudera Inc. – Overview
o Exhibit 112: Cloudera Inc. – Business segments
o Exhibit 113: Cloudera Inc. – Key offerings
o Exhibit 114: Cloudera Inc. – Segment focus
o 10.7 Curata Inc.
o Exhibit 115: Curata Inc. – Overview
o Exhibit 116: Curata Inc. – Product / Service
o Exhibit 117: Curata Inc. – Key offerings
o 10.8 Hewlett Packard Enterprise Co.
o Exhibit 118: Hewlett Packard Enterprise Co. – Overview
o Exhibit 119: Hewlett Packard Enterprise Co. – Business segments
o Exhibit 120: Hewlett Packard Enterprise Co. – Key news
o Exhibit 121: Hewlett Packard Enterprise Co. – Key offerings
o Exhibit 122: Hewlett Packard Enterprise Co. – Segment focus
o 10.9 Intel Corp.
o Exhibit 123: Intel Corp. – Overview
o Exhibit 124: Intel Corp. – Business segments
o Exhibit 125: Intel Corp. – Key news
o Exhibit 126: Intel Corp. – Key offerings
o Exhibit 127: Intel Corp. – Segment focus
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 End-user
Exhibits6: Executive Summary – Chart on Incremental Growth
Exhibits7: Executive Summary – Data Table on Incremental Growth
Exhibits8: Executive Summary – Chart on Vendor Market Positioning
Exhibits9: Parent market
Exhibits10: Market Characteristics
Exhibits11: Offerings of vendors included in the market definition
Exhibits12: Market segments
Exhibits13: Chart on Global – Market size and forecast 2021-2026 ($ million)
Exhibits14: Data Table on Global – Market size and forecast 2021-2026 ($ million)
Exhibits15: Chart on Global Market: Year-over-year growth 2021-2026 (%)
Exhibits16: Data Table on Global Market: Year-over-year growth 2021-2026 (%)
Exhibits17: Five forces analysis – Comparison between2021 and 2026
Exhibits18: Chart on Bargaining power of buyers – Impact of key factors 2021 and 2026
Exhibits19: Bargaining power of suppliers – Impact of key factors in 2021 and 2026
Exhibits20: Threat of new entrants – Impact of key factors in 2021 and 2026
Exhibits21: Threat of substitutes – Impact of key factors in 2021 and 2026
Exhibits22: Threat of rivalry – Impact of key factors in 2021 and 2026
Exhibits23: Chart on Market condition – Five forces 2021 and 2026
Exhibits24: Chart on End-user – Market share 2021-2026 (%)
Exhibits25: Data Table on End-user – Market share 2021-2026 (%)
Exhibits26: Chart on Comparison by End-user
Exhibits27: Data Table on Comparison by End-user
Exhibits28: Chart on Media and entertainment – Market size and forecast 2021-2026 ($ million)
Exhibits29: Data Table on Media and entertainment – Market size and forecast 2021-2026 ($ million)
Exhibits30: Chart on Media and entertainment – Year-over-year growth 2021-2026 (%)
Exhibits31: Data Table on Media and entertainment – Year-over-year growth 2021-2026 (%)
Exhibits32: Chart on Retail – Market size and forecast 2021-2026 ($ million)
Exhibits33: Data Table on Retail – Market size and forecast 2021-2026 ($ million)
Exhibits34: Chart on Retail – Year-over-year growth 2021-2026 (%)
Exhibits35: Data Table on Retail – Year-over-year growth 2021-2026 (%)
Exhibits36: Chart on Travel and tourism – Market size and forecast 2021-2026 ($ million)
Exhibits37: Data Table on Travel and tourism – Market size and forecast 2021-2026 ($ million)
Exhibits38: Chart on Travel and tourism – Year-over-year growth 2021-2026 (%)
Exhibits39: Data Table on Travel and tourism – Year-over-year growth 2021-2026 (%)
Exhibits40: Chart on Others – Market size and forecast 2021-2026 ($ million)
Exhibits41: Data Table on Others – Market size and forecast 2021-2026 ($ million)
Exhibits42: Chart on Others – Year-over-year growth 2021-2026 (%)
Exhibits43: Data Table on Others – Year-over-year growth 2021-2026 (%)
Exhibits44: Market opportunity by End-user ($ million)
Exhibits45: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits46: Chart on Market share By Geographical Landscape 2021-2026 (%)
Exhibits47: Data Table on Market share By Geographical Landscape 2021-2026 (%)
Exhibits48: Chart on Geographic comparison
Exhibits49: Data Table on Geographic comparison
Exhibits50: Chart on North America – Market size and forecast 2021-2026 ($ million)
Exhibits51: Data Table on North America – Market size and forecast 2021-2026 ($ million)
Exhibits52: Chart on North America – Year-over-year growth 2021-2026 (%)
Exhibits53: Data Table on North America – Year-over-year growth 2021-2026 (%)
Exhibits54: Chart on Europe – Market size and forecast 2021-2026 ($ million)
Exhibits55: Data Table on Europe – Market size and forecast 2021-2026 ($ million)
Exhibits56: Chart on Europe – Year-over-year growth 2021-2026 (%)
Exhibits57: Data Table on Europe – Year-over-year growth 2021-2026 (%)
Exhibits58: Chart on APAC – Market size and forecast 2021-2026 ($ million)
Exhibits59: Data Table on APAC – Market size and forecast 2021-2026 ($ million)
Exhibits60: Chart on APAC – Year-over-year growth 2021-2026 (%)
Exhibits61: Data Table on APAC – Year-over-year growth 2021-2026 (%)
Exhibits62: Chart on South America – Market size and forecast 2021-2026 ($ million)
Exhibits63: Data Table on South America – Market size and forecast 2021-2026 ($ million)
Exhibits64: Chart on South America – Year-over-year growth 2021-2026 (%)
Exhibits65: Data Table on South America – Year-over-year growth 2021-2026 (%)
Exhibits66: Chart on Middle East and Africa – Market size and forecast 2021-2026 ($ million)
Exhibits67: Data Table on Middle East and Africa – Market size and forecast 2021-2026 ($ million)
Exhibits68: Chart on Middle East and Africa – Year-over-year growth 2021-2026 (%)
Exhibits69: Data Table on Middle East and Africa – Year-over-year growth 2021-2026 (%)
Exhibits70: Chart on US – Market size and forecast 2021-2026 ($ million)
Exhibits71: Data Table on US – Market size and forecast 2021-2026 ($ million)
Exhibits72: Chart on US – Year-over-year growth 2021-2026 (%)
Exhibits73: Data Table on US – Year-over-year growth 2021-2026 (%)
Exhibits74: Chart on China – Market size and forecast 2021-2026 ($ million)
Exhibits75: Data Table on China – Market size and forecast 2021-2026 ($ million)
Exhibits76: Chart on China – Year-over-year growth 2021-2026 (%)
Exhibits77: Data Table on China – Year-over-year growth 2021-2026 (%)
Exhibits78: Chart on Germany – Market size and forecast 2021-2026 ($ million)
Exhibits79: Data Table on Germany – Market size and forecast 2021-2026 ($ million)
Exhibits80: Chart on Germany – Year-over-year growth 2021-2026 (%)
Exhibits81: Data Table on Germany – Year-over-year growth 2021-2026 (%)
Exhibits82: Chart on India – Market size and forecast 2021-2026 ($ million)
Exhibits83: Data Table on India – Market size and forecast 2021-2026 ($ million)
Exhibits84: Chart on India – Year-over-year growth 2021-2026 (%)
Exhibits85: Data Table on India – Year-over-year growth 2021-2026 (%)
Exhibits86: Chart on Japan – Market size and forecast 2021-2026 ($ million)
Exhibits87: Data Table on Japan – Market size and forecast 2021-2026 ($ million)
Exhibits88: Chart on Japan – Year-over-year growth 2021-2026 (%)
Exhibits89: Data Table on Japan – Year-over-year growth 2021-2026 (%)
Exhibits90: Market opportunity By Geographical Landscape ($ million)
Exhibits91: Impact of drivers and challenges in 2021 and 2026
Exhibits92: Overview on Criticality of inputs and Factors of differentiation
Exhibits93: Overview on factors of disruption
Exhibits94: Impact of key risks on business
Exhibits95: Vendors covered
Exhibits96: Matrix on vendor position and classification
Exhibits97: Adobe Inc. – Overview
Exhibits98: Adobe Inc. – Business segments
Exhibits99: Adobe Inc. – Key news
Exhibits100: Adobe Inc. – Key offerings
Exhibits101: Adobe Inc. – Segment focus
Exhibits102: Alphabet Inc. – Overview
Exhibits103: Alphabet Inc. – Business segments
Exhibits104: Alphabet Inc. – Key news
Exhibits105: Alphabet Inc. – Key offerings
Exhibits106: Alphabet Inc. – Segment focus
Exhibits107: Amazon.com Inc. – Overview
Exhibits108: Amazon.com Inc. – Business segments
Exhibits109: Amazon.com Inc. – Key news
Exhibits110: Amazon.com Inc. – Key offerings
Exhibits111: Amazon.com Inc. – Segment focus
Exhibits112: Cloudera Inc. – Overview
Exhibits113: Cloudera Inc. – Business segments
Exhibits114: Cloudera Inc. – Key offerings
Exhibits115: Cloudera Inc. – Segment focus
Exhibits116: Curata Inc. – Overview
Exhibits117: Curata Inc. – Product / Service
Exhibits118: Curata Inc. – Key offerings
Exhibits119: Hewlett Packard Enterprise Co. – Overview
Exhibits120: Hewlett Packard Enterprise Co. – Business segments
Exhibits121: Hewlett Packard Enterprise Co. – Key news
Exhibits122: Hewlett Packard Enterprise Co. – Key offerings
Exhibits123: Hewlett Packard Enterprise Co. – Segment focus
Exhibits124: Intel Corp. – Overview
Exhibits125: Intel Corp. – Business segments
Exhibits126: Intel Corp. – Key news
Exhibits127: Intel Corp. – Key offerings
Exhibits128: Intel Corp. – Segment focus
Exhibits129: International Business Machines Corp. – Overview
Exhibits130: International Business Machines Corp. – Business segments
Exhibits131: International Business Machines Corp. – Key offerings
Exhibits132: International Business Machines Corp. – Segment focus
Exhibits133: Kibo Software Inc. – Overview
Exhibits134: Kibo Software Inc. – Product / Service
Exhibits135: Kibo Software Inc. – Key offerings
Exhibits136: McDonald Corp. – Overview
Exhibits137: McDonald Corp. – Product / Service
Exhibits138: McDonald Corp. – Key news
Exhibits139: McDonald Corp. – Key offerings
Exhibits140: Inclusions checklist
Exhibits141: Exclusions checklist
Exhibits142: Currency conversion rates for US$
Exhibits143: Research methodology
Exhibits144: Validation techniques employed for market sizing
Exhibits145: Information sources
Exhibits146: List of abbreviations
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