Global Recommendation Engine Market 2024-2028

Best Price Guarantee	Length	Publisher	Published Date	SKU
from $2,500	175 Pages	TechNavio	April, 2024	INF18690629

Best Price Guarantee
Price	from $2,500
Length	175 Pages
Publisher	TechNavio
Published Date	April, 2024
SKU	INF18690629

Global Recommendation Engine Market 2024-2028

The recommendation engine market is forecasted to grow by USD 1664.54 mn during 2023-2028, accelerating at a CAGR of 39.91% during the forecast period. The report on the recommendation engine 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 rise of digitalization, increase in use of hybrid recommendation system, and focus on improving customer satisfaction.

Technavio's recommendation engine market is segmented as below:

By End-user

Media and entertainment
Retail
Travel and tourism
Others

By Type

Cloud
On-premises

By Geographical Landscape

North America
Europe
APAC
South America
Middle East and Africa

This study identifies the growing demand for personalized recommendations as one of the prime reasons driving the recommendation engine market growth during the next few years. Also, raising funds through crowdfunding platforms by recommendation engine startups and implementation of ai in recommendation engines will lead to sizable demand in the market.

The report on the recommendation engine market covers the following areas:

Recommendation engine market sizing
Recommendation engine market forecast
Recommendation engine 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 recommendation engine market vendors that include Alphabet Inc., Amazon.com Inc., Cloudera Inc., Coveo Solutions Inc., Curata Inc., Hewlett Packard Enterprise Co., Intel Corp., Kibo Software Inc., Mastercard Inc., Microsoft Corp., Muvi LLC, Nosto Solutions Oy, Oracle Corp., Outbrain Inc., Piano Software Inc., Recombee, Salesforce Inc., SAP SE, International Business Machines Corp., and Adobe Inc.. Also, the recommendation engine 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.

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 End-user; Exhibit 06: Executive Summary - Chart on Market Segmentation by Type; 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 2023; 3.4 Market outlook: Forecast for 2023-2028; Exhibit 14: Chart on Global - Market size and forecast 2023-2028 ($ million); Exhibit 15: Data Table on Global - Market size and forecast 2023-2028 ($ million); Exhibit 16: Chart on Global Market: Year-over-year growth 2023-2028 (%); Exhibit 17: Data Table on Global Market: Year-over-year growth 2023-2028 (%)
4 Historic Market Size: 4.1 Global recommendation engine market 2018 - 2022; Exhibit 18: Historic Market Size - Data Table on global recommendation engine market 2018 - 2022 ($ million); 4.2 End-user Segment Analysis 2018 - 2022; Exhibit 19: Historic Market Size - End-user Segment 2018 - 2022 ($ million); 4.3 Type Segment Analysis 2018 - 2022; Exhibit 20: Historic Market Size - Type Segment 2018 - 2022 ($ million); 4.4 Geography Segment Analysis 2018 - 2022; Exhibit 21: Historic Market Size - Geography Segment 2018 - 2022 ($ million); 4.5 Country Segment Analysis 2018 - 2022; Exhibit 22: Historic Market Size - Country Segment 2018 - 2022 ($ million)
5 Five Forces Analysis: 5.1 Five forces summary; Exhibit 23: Five forces analysis - Comparison between 2023 and 2028; 5.2 Bargaining power of buyers; Exhibit 24: Chart on Bargaining power of buyers - Impact of key factors 2023 and 2028; 5.3 Bargaining power of suppliers; Exhibit 25: Bargaining power of suppliers - Impact of key factors in 2023 and 2028; 5.4 Threat of new entrants; Exhibit 26: Threat of new entrants - Impact of key factors in 2023 and 2028; 5.5 Threat of substitutes; Exhibit 27: Threat of substitutes - Impact of key factors in 2023 and 2028; 5.6 Threat of rivalry; Exhibit 28: Threat of rivalry - Impact of key factors in 2023 and 2028; 5.7 Market condition; Exhibit 29: Chart on Market condition - Five forces 2023 and 2028
6 Market Segmentation by End-user: 6.1 Market segments; Exhibit 30: Chart on End-user - Market share 2023-2028 (%); Exhibit 31: Data Table on End-user - Market share 2023-2028 (%); 6.2 Comparison by End-user; Exhibit 32: Chart on Comparison by End-user; Exhibit 33: Data Table on Comparison by End-user; 6.3 Media and entertainment - Market size and forecast 2023-2028; Exhibit 34: Chart on Media and entertainment - Market size and forecast 2023-2028 ($ million); Exhibit 35: Data Table on Media and entertainment - Market size and forecast 2023-2028 ($ million); Exhibit 36: Chart on Media and entertainment - Year-over-year growth 2023-2028 (%); Exhibit 37: Data Table on Media and entertainment - Year-over-year growth 2023-2028 (%); 6.4 Retail - Market size and forecast 2023-2028; Exhibit 38: Chart on Retail - Market size and forecast 2023-2028 ($ million); Exhibit 39: Data Table on Retail - Market size and forecast 2023-2028 ($ million); Exhibit 40: Chart on Retail - Year-over-year growth 2023-2028 (%); Exhibit 41: Data Table on Retail - Year-over-year growth 2023-2028 (%); 6.5 Travel and tourism - Market size and forecast 2023-2028; Exhibit 42: Chart on Travel and tourism - Market size and forecast 2023-2028 ($ million); Exhibit 43: Data Table on Travel and tourism - Market size and forecast 2023-2028 ($ million); Exhibit 44: Chart on Travel and tourism - Year-over-year growth 2023-2028 (%); Exhibit 45: Data Table on Travel and tourism - Year-over-year growth 2023-2028 (%); 6.6 Others - Market size and forecast 2023-2028; Exhibit 46: Chart on Others - Market size and forecast 2023-2028 ($ million); Exhibit 47: Data Table on Others - Market size and forecast 2023-2028 ($ million); Exhibit 48: Chart on Others - Year-over-year growth 2023-2028 (%); Exhibit 49: Data Table on Others - Year-over-year growth 2023-2028 (%); 6.7 Market opportunity by End-user; Exhibit 50: Market opportunity by End-user ($ million); Exhibit 51: Data Table on Market opportunity by End-user ($ million)
7 Market Segmentation by Type: 7.1 Market segments; Exhibit 52: Chart on Type - Market share 2023-2028 (%); Exhibit 53: Data Table on Type - Market share 2023-2028 (%); 7.2 Comparison by Type; Exhibit 54: Chart on Comparison by Type; Exhibit 55: Data Table on Comparison by Type; 7.3 Cloud - Market size and forecast 2023-2028; Exhibit 56: Chart on Cloud - Market size and forecast 2023-2028 ($ million); Exhibit 57: Data Table on Cloud - Market size and forecast 2023-2028 ($ million); Exhibit 58: Chart on Cloud - Year-over-year growth 2023-2028 (%); Exhibit 59: Data Table on Cloud - Year-over-year growth 2023-2028 (%); 7.4 On-premises - Market size and forecast 2023-2028; Exhibit 60: Chart on On-premises - Market size and forecast 2023-2028 ($ million); Exhibit 61: Data Table on On-premises - Market size and forecast 2023-2028 ($ million); Exhibit 62: Chart on On-premises - Year-over-year growth 2023-2028 (%); Exhibit 63: Data Table on On-premises - Year-over-year growth 2023-2028 (%); 7.5 Market opportunity by Type; Exhibit 64: Market opportunity by Type ($ million); Exhibit 65: Data Table on Market opportunity by Type ($ million)
8 Customer Landscape: 8.1 Customer landscape overview; Exhibit 66: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
9 Geographic Landscape: 9.1 Geographic segmentation; Exhibit 67: Chart on Market share By Geographical Landscape 2023-2028 (%); Exhibit 68: Data Table on Market share By Geographical Landscape 2023-2028 (%); 9.2 Geographic comparison; Exhibit 69: Chart on Geographic comparison; Exhibit 70: Data Table on Geographic comparison; 9.3 North America - Market size and forecast 2023-2028; Exhibit 71: Chart on North America - Market size and forecast 2023-2028 ($ million); Exhibit 72: Data Table on North America - Market size and forecast 2023-2028 ($ million); Exhibit 73: Chart on North America - Year-over-year growth 2023-2028 (%); Exhibit 74: Data Table on North America - Year-over-year growth 2023-2028 (%); 9.4 Europe - Market size and forecast 2023-2028; Exhibit 75: Chart on Europe - Market size and forecast 2023-2028 ($ million); Exhibit 76: Data Table on Europe - Market size and forecast 2023-2028 ($ million); Exhibit 77: Chart on Europe - Year-over-year growth 2023-2028 (%); Exhibit 78: Data Table on Europe - Year-over-year growth 2023-2028 (%); 9.5 APAC - Market size and forecast 2023-2028; Exhibit 79: Chart on APAC - Market size and forecast 2023-2028 ($ million); Exhibit 80: Data Table on APAC - Market size and forecast 2023-2028 ($ million); Exhibit 81: Chart on APAC - Year-over-year growth 2023-2028 (%); Exhibit 82: Data Table on APAC - Year-over-year growth 2023-2028 (%); 9.6 South America - Market size and forecast 2023-2028; Exhibit 83: Chart on South America - Market size and forecast 2023-2028 ($ million); Exhibit 84: Data Table on South America - Market size and forecast 2023-2028 ($ million); Exhibit 85: Chart on South America - Year-over-year growth 2023-2028 (%); Exhibit 86: Data Table on South America - Year-over-year growth 2023-2028 (%); 9.7 Middle East and Africa - Market size and forecast 2023-2028; Exhibit 87: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million); Exhibit 88: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million); Exhibit 89: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%); Exhibit 90: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%); 9.8 US - Market size and forecast 2023-2028; Exhibit 91: Chart on US - Market size and forecast 2023-2028 ($ million); Exhibit 92: Data Table on US - Market size and forecast 2023-2028 ($ million); Exhibit 93: Chart on US - Year-over-year growth 2023-2028 (%); Exhibit 94: Data Table on US - Year-over-year growth 2023-2028 (%); 9.9 China - Market size and forecast 2023-2028; Exhibit 95: Chart on China - Market size and forecast 2023-2028 ($ million); Exhibit 96: Data Table on China - Market size and forecast 2023-2028 ($ million); Exhibit 97: Chart on China - Year-over-year growth 2023-2028 (%); Exhibit 98: Data Table on China - Year-over-year growth 2023-2028 (%); 9.10 Germany - Market size and forecast 2023-2028; Exhibit 99: Chart on Germany - Market size and forecast 2023-2028 ($ million); Exhibit 100: Data Table on Germany - Market size and forecast 2023-2028 ($ million); Exhibit 101: Chart on Germany - Year-over-year growth 2023-2028 (%); Exhibit 102: Data Table on Germany - Year-over-year growth 2023-2028 (%); 9.11 India - Market size and forecast 2023-2028; Exhibit 103: Chart on India - Market size and forecast 2023-2028 ($ million); Exhibit 104: Data Table on India - Market size and forecast 2023-2028 ($ million); Exhibit 105: Chart on India - Year-over-year growth 2023-2028 (%); Exhibit 106: Data Table on India - Year-over-year growth 2023-2028 (%); 9.12 Japan - Market size and forecast 2023-2028; Exhibit 107: Chart on Japan - Market size and forecast 2023-2028 ($ million); Exhibit 108: Data Table on Japan - Market size and forecast 2023-2028 ($ million); Exhibit 109: Chart on Japan - Year-over-year growth 2023-2028 (%); Exhibit 110: Data Table on Japan - Year-over-year growth 2023-2028 (%); 9.13 Market opportunity By Geographical Landscape; Exhibit 111: Market opportunity By Geographical Landscape ($ million); Exhibit 112: 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 113: Impact of drivers and challenges in 2023 and 2028; 10.4 Market trends
11 Vendor Landscape: 11.1 Overview; 11.2 Vendor landscape; Exhibit 114: Overview on Criticality of inputs and Factors of differentiation; 11.3 Landscape disruption; Exhibit 115: Overview on factors of disruption; 11.4 Industry risks; Exhibit 116: Impact of key risks on business
12 Vendor Analysis: 12.1 Vendors covered; Exhibit 117: Vendors covered; 12.2 Market positioning of vendors; Exhibit 118: Matrix on vendor position and classification; 12.3 Adobe Inc.; Exhibit 119: Adobe Inc. - Overview; Exhibit 120: Adobe Inc. - Business segments; Exhibit 121: Adobe Inc. - Key news; Exhibit 122: Adobe Inc. - Key offerings; Exhibit 123: Adobe Inc. - Segment focus; 12.4 Alphabet Inc.; Exhibit 124: Alphabet Inc. - Overview; Exhibit 125: Alphabet Inc. - Business segments; Exhibit 126: Alphabet Inc. - Key news; Exhibit 127: Alphabet Inc. - Key offerings; Exhibit 128: Alphabet Inc. - Segment focus; 12.5 Amazon.com Inc.; Exhibit 129: Amazon.com Inc. - Overview; Exhibit 130: Amazon.com Inc. - Business segments; Exhibit 131: Amazon.com Inc. - Key offerings; Exhibit 132: Amazon.com Inc. - Segment focus; 12.6 Cloudera Inc.; Exhibit 133: Cloudera Inc. - Overview; Exhibit 134: Cloudera Inc. - Business segments; Exhibit 135: Cloudera Inc. - Key offerings; Exhibit 136: Cloudera Inc. - Segment focus; 12.7 Curata Inc.; Exhibit 137: Curata Inc. - Overview; Exhibit 138: Curata Inc. - Product / Service; Exhibit 139: Curata Inc. - Key offerings; 12.8 Hewlett Packard Enterprise Co.; Exhibit 140: Hewlett Packard Enterprise Co. - Overview; Exhibit 141: Hewlett Packard Enterprise Co. - Business segments; Exhibit 142: Hewlett Packard Enterprise Co. - Key news; Exhibit 143: Hewlett Packard Enterprise Co. - Key offerings; Exhibit 144: Hewlett Packard Enterprise Co. - Segment focus; 12.9 Intel Corp.; Exhibit 145: Intel Corp. - Overview; Exhibit 146: Intel Corp. - Business segments; Exhibit 147: Intel Corp. - Key offerings; Exhibit 148: Intel Corp. - Segment focus; 12.10 International Business Machines Corp.; Exhibit 149: International Business Machines Corp. - Overview; Exhibit 150: International Business Machines Corp. - Business segments; Exhibit 151: International Business Machines Corp. - Key news; Exhibit 152: International Business Machines Corp. - Key offerings; Exhibit 153: International Business Machines Corp. - Segment focus; 12.11 Kibo Software Inc.; Exhibit 154: Kibo Software Inc. - Overview; Exhibit 155: Kibo Software Inc. - Product / Service; Exhibit 156: Kibo Software Inc. - Key offerings; 12.12 Mastercard Inc.; Exhibit 157: Mastercard Inc. - Overview; Exhibit 158: Mastercard Inc. - Product / Service; Exhibit 159: Mastercard Inc. - Key news; Exhibit 160: Mastercard Inc. - Key offerings; 12.13 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; 12.14 Oracle Corp.; Exhibit 166: Oracle Corp. - Overview; Exhibit 167: Oracle Corp. - Business segments; Exhibit 168: Oracle Corp. - Key news; Exhibit 169: Oracle Corp. - Key offerings; Exhibit 170: Oracle Corp. - Segment focus; 12.15 Outbrain Inc.; Exhibit 171: Outbrain Inc. - Overview; Exhibit 172: Outbrain Inc. - Key offerings; 12.16 Salesforce Inc.; Exhibit 173: Salesforce Inc. - Overview; Exhibit 174: Salesforce Inc. - Product / Service; Exhibit 175: Salesforce Inc. - Key offerings; 12.17 SAP SE; Exhibit 176: SAP SE - Overview; Exhibit 177: SAP SE - Business segments; Exhibit 178: SAP SE - Key news; Exhibit 179: SAP SE - Key offerings; Exhibit 180: SAP SE - Segment focus
13 Appendix: 13.1 Scope of the report; 13.2 Inclusions and exclusions checklist; Exhibit 181: Inclusions checklist; Exhibit 182: Exclusions checklist; 13.3 Currency conversion rates for US$; Exhibit 183: Currency conversion rates for US$; 13.4 Research methodology; Exhibit 184: Research methodology; Exhibit 185: Validation techniques employed for market sizing; Exhibit 186: Information sources; 13.5 List of abbreviations; Exhibit 187: List of abbreviations
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 Market Segmentation by Type; 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 2023-2028 ($ million); Exhibits15: Data Table on Global - Market size and forecast 2023-2028 ($ million); Exhibits16: Chart on Global Market: Year-over-year growth 2023-2028 (%); Exhibits17: Data Table on Global Market: Year-over-year growth 2023-2028 (%); Exhibits18: Historic Market Size - Data Table on global recommendation engine market 2018 - 2022 ($ million); Exhibits19: Historic Market Size - End-user Segment 2018 - 2022 ($ million); Exhibits20: Historic Market Size - Type Segment 2018 - 2022 ($ million); Exhibits21: Historic Market Size - Geography Segment 2018 - 2022 ($ million); Exhibits22: Historic Market Size - Country Segment 2018 - 2022 ($ million); Exhibits23: Five forces analysis - Comparison between 2023 and 2028; Exhibits24: Chart on Bargaining power of buyers - Impact of key factors 2023 and 2028; Exhibits25: Bargaining power of suppliers - Impact of key factors in 2023 and 2028; Exhibits26: Threat of new entrants - Impact of key factors in 2023 and 2028; Exhibits27: Threat of substitutes - Impact of key factors in 2023 and 2028; Exhibits28: Threat of rivalry - Impact of key factors in 2023 and 2028; Exhibits29: Chart on Market condition - Five forces 2023 and 2028; Exhibits30: Chart on End-user - Market share 2023-2028 (%); Exhibits31: Data Table on End-user - Market share 2023-2028 (%); Exhibits32: Chart on Comparison by End-user; Exhibits33: Data Table on Comparison by End-user; Exhibits34: Chart on Media and entertainment - Market size and forecast 2023-2028 ($ million); Exhibits35: Data Table on Media and entertainment - Market size and forecast 2023-2028 ($ million); Exhibits36: Chart on Media and entertainment - Year-over-year growth 2023-2028 (%); Exhibits37: Data Table on Media and entertainment - Year-over-year growth 2023-2028 (%); Exhibits38: Chart on Retail - Market size and forecast 2023-2028 ($ million); Exhibits39: Data Table on Retail - Market size and forecast 2023-2028 ($ million); Exhibits40: Chart on Retail - Year-over-year growth 2023-2028 (%); Exhibits41: Data Table on Retail - Year-over-year growth 2023-2028 (%); Exhibits42: Chart on Travel and tourism - Market size and forecast 2023-2028 ($ million); Exhibits43: Data Table on Travel and tourism - Market size and forecast 2023-2028 ($ million); Exhibits44: Chart on Travel and tourism - Year-over-year growth 2023-2028 (%); Exhibits45: Data Table on Travel and tourism - Year-over-year growth 2023-2028 (%); Exhibits46: Chart on Others - Market size and forecast 2023-2028 ($ million); Exhibits47: Data Table on Others - Market size and forecast 2023-2028 ($ million); Exhibits48: Chart on Others - Year-over-year growth 2023-2028 (%); Exhibits49: Data Table on Others - Year-over-year growth 2023-2028 (%); Exhibits50: Market opportunity by End-user ($ million); Exhibits51: Data Table on Market opportunity by End-user ($ million); Exhibits52: Chart on Type - Market share 2023-2028 (%); Exhibits53: Data Table on Type - Market share 2023-2028 (%); Exhibits54: Chart on Comparison by Type; Exhibits55: Data Table on Comparison by Type; Exhibits56: Chart on Cloud - Market size and forecast 2023-2028 ($ million); Exhibits57: Data Table on Cloud - Market size and forecast 2023-2028 ($ million); Exhibits58: Chart on Cloud - Year-over-year growth 2023-2028 (%); Exhibits59: Data Table on Cloud - Year-over-year growth 2023-2028 (%); Exhibits60: Chart on On-premises - Market size and forecast 2023-2028 ($ million); Exhibits61: Data Table on On-premises - Market size and forecast 2023-2028 ($ million); Exhibits62: Chart on On-premises - Year-over-year growth 2023-2028 (%); Exhibits63: Data Table on On-premises - Year-over-year growth 2023-2028 (%); Exhibits64: Market opportunity by Type ($ million); Exhibits65: Data Table on Market opportunity by Type ($ million); Exhibits66: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria; Exhibits67: Chart on Market share By Geographical Landscape 2023-2028 (%); Exhibits68: Data Table on Market share By Geographical Landscape 2023-2028 (%); Exhibits69: Chart on Geographic comparison; Exhibits70: Data Table on Geographic comparison; Exhibits71: Chart on North America - Market size and forecast 2023-2028 ($ million); Exhibits72: Data Table on North America - Market size and forecast 2023-2028 ($ million); Exhibits73: Chart on North America - Year-over-year growth 2023-2028 (%); Exhibits74: Data Table on North America - Year-over-year growth 2023-2028 (%); Exhibits75: Chart on Europe - Market size and forecast 2023-2028 ($ million); Exhibits76: Data Table on Europe - Market size and forecast 2023-2028 ($ million); Exhibits77: Chart on Europe - Year-over-year growth 2023-2028 (%); Exhibits78: Data Table on Europe - Year-over-year growth 2023-2028 (%); Exhibits79: Chart on APAC - Market size and forecast 2023-2028 ($ million); Exhibits80: Data Table on APAC - Market size and forecast 2023-2028 ($ million); Exhibits81: Chart on APAC - Year-over-year growth 2023-2028 (%); Exhibits82: Data Table on APAC - Year-over-year growth 2023-2028 (%); Exhibits83: Chart on South America - Market size and forecast 2023-2028 ($ million); Exhibits84: Data Table on South America - Market size and forecast 2023-2028 ($ million); Exhibits85: Chart on South America - Year-over-year growth 2023-2028 (%); Exhibits86: Data Table on South America - Year-over-year growth 2023-2028 (%); Exhibits87: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million); Exhibits88: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million); Exhibits89: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%); Exhibits90: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%); Exhibits91: Chart on US - Market size and forecast 2023-2028 ($ million); Exhibits92: Data Table on US - Market size and forecast 2023-2028 ($ million); Exhibits93: Chart on US - Year-over-year growth 2023-2028 (%); Exhibits94: Data Table on US - Year-over-year growth 2023-2028 (%); Exhibits95: Chart on China - Market size and forecast 2023-2028 ($ million); Exhibits96: Data Table on China - Market size and forecast 2023-2028 ($ million); Exhibits97: Chart on China - Year-over-year growth 2023-2028 (%); Exhibits98: Data Table on China - Year-over-year growth 2023-2028 (%); Exhibits99: Chart on Germany - Market size and forecast 2023-2028 ($ million); Exhibits100: Data Table on Germany - Market size and forecast 2023-2028 ($ million); Exhibits101: Chart on Germany - Year-over-year growth 2023-2028 (%); Exhibits102: Data Table on Germany - Year-over-year growth 2023-2028 (%); Exhibits103: Chart on India - Market size and forecast 2023-2028 ($ million); Exhibits104: Data Table on India - Market size and forecast 2023-2028 ($ million); Exhibits105: Chart on India - Year-over-year growth 2023-2028 (%); Exhibits106: Data Table on India - Year-over-year growth 2023-2028 (%); Exhibits107: Chart on Japan - Market size and forecast 2023-2028 ($ million); Exhibits108: Data Table on Japan - Market size and forecast 2023-2028 ($ million); Exhibits109: Chart on Japan - Year-over-year growth 2023-2028 (%); Exhibits110: Data Table on Japan - Year-over-year growth 2023-2028 (%); Exhibits111: Market opportunity By Geographical Landscape ($ million); Exhibits112: Data Tables on Market opportunity By Geographical Landscape ($ million); Exhibits113: Impact of drivers and challenges in 2023 and 2028; Exhibits114: Overview on Criticality of inputs and Factors of differentiation; Exhibits115: Overview on factors of disruption; Exhibits116: Impact of key risks on business; Exhibits117: Vendors covered; Exhibits118: Matrix on vendor position and classification; Exhibits119: Adobe Inc. - Overview; Exhibits120: Adobe Inc. - Business segments; Exhibits121: Adobe Inc. - Key news; Exhibits122: Adobe Inc. - Key offerings; Exhibits123: Adobe Inc. - Segment focus; Exhibits124: Alphabet Inc. - Overview; Exhibits125: Alphabet Inc. - Business segments; Exhibits126: Alphabet Inc. - Key news; Exhibits127: Alphabet Inc. - Key offerings; Exhibits128: Alphabet Inc. - Segment focus; Exhibits129: Amazon.com Inc. - Overview; Exhibits130: Amazon.com Inc. - Business segments; Exhibits131: Amazon.com Inc. - Key offerings; Exhibits132: Amazon.com Inc. - Segment focus; Exhibits133: Cloudera Inc. - Overview; Exhibits134: Cloudera Inc. - Business segments; Exhibits135: Cloudera Inc. - Key offerings; Exhibits136: Cloudera Inc. - Segment focus; Exhibits137: Curata Inc. - Overview; Exhibits138: Curata Inc. - Product / Service; Exhibits139: Curata Inc. - Key offerings; Exhibits140: Hewlett Packard Enterprise Co. - Overview; Exhibits141: Hewlett Packard Enterprise Co. - Business segments; Exhibits142: Hewlett Packard Enterprise Co. - Key news; Exhibits143: Hewlett Packard Enterprise Co. - Key offerings; Exhibits144: Hewlett Packard Enterprise Co. - Segment focus; Exhibits145: Intel Corp. - Overview; Exhibits146: Intel Corp. - Business segments; Exhibits147: Intel Corp. - Key offerings; Exhibits148: Intel Corp. - Segment focus; Exhibits149: International Business Machines Corp. - Overview; Exhibits150: International Business Machines Corp. - Business segments; Exhibits151: International Business Machines Corp. - Key news; Exhibits152: International Business Machines Corp. - Key offerings; Exhibits153: International Business Machines Corp. - Segment focus; Exhibits154: Kibo Software Inc. - Overview; Exhibits155: Kibo Software Inc. - Product / Service; Exhibits156: Kibo Software Inc. - Key offerings; Exhibits157: Mastercard Inc. - Overview; Exhibits158: Mastercard Inc. - Product / Service; Exhibits159: Mastercard Inc. - Key news; Exhibits160: Mastercard Inc. - 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: Oracle Corp. - Overview; Exhibits167: Oracle Corp. - Business segments; Exhibits168: Oracle Corp. - Key news; Exhibits169: Oracle Corp. - Key offerings; Exhibits170: Oracle Corp. - Segment focus; Exhibits171: Outbrain Inc. - Overview; Exhibits172: Outbrain Inc. - Key offerings; Exhibits173: Salesforce Inc. - Overview; Exhibits174: Salesforce Inc. - Product / Service; Exhibits175: Salesforce Inc. - Key offerings; Exhibits176: SAP SE - Overview; Exhibits177: SAP SE - Business segments; Exhibits178: SAP SE - Key news; Exhibits179: SAP SE - Key offerings; Exhibits180: SAP SE - Segment focus; Exhibits181: Inclusions checklist; Exhibits182: Exclusions checklist; Exhibits183: Currency conversion rates for US$; Exhibits184: Research methodology; Exhibits185: Validation techniques employed for market sizing; Exhibits186: Information sources; Exhibits187: List of abbreviations