Global Recommendation Engine Market 2024-2028

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

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