テキストアナリティクスの世界市場 2023-2027

当レポートではテキストアナリティクスの市場規模は、2022年から2027年の間に127億5,509万米ドルの増加が見込まれ、予測期間中に19.82%のCAGRで成長すると予測しています。

当レポートでは、テキストアナリティクス市場の全体的な分析、市場規模と予測、動向、成長促進要因・課題、約25社のベンダーを網羅したベンダー分析などを提供しています。

現在の市場動向と促進要因、市場環境全体に関する最新の分析を提供しています。市場は、エンドユーザーにおけるSOAの普及、業務効率化のニーズ、大量の非構造化データの分析ニーズによって牽引されています。

本調査では、高度なテキストアナリティクスツールの出現が、今後数年間のテキストアナリティクス市場の成長を促進する主要な理由の1つであると位置付けています。また、ソーシャルメディアの高い利用率とプログラマティック広告購入の進化が、市場の大きな需要につながると考えています。

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年の予測

第4章 市場規模実績

• 世界のテキストアナリティクス市場2017～2021年
• 展開セグメント分析2017-2021
• コンポーネントセグメント分析2017-2021
• 地域セグメント分析2017-2021
• 国セグメント分析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 展開別市場セグメンテーション

• マーケット・セグメント
• 展開別比較
• クラウド - 市場規模と予測 2022-2027
• オンプレミス - 市場規模と予測 2022-2027
• 展開別の市場機会

第7章 コンポーネント別市場セグメンテーション

• マーケット・セグメント
• コンポーネント別比較
• 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
• コンポーネント別の市場機会

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
• 欧州 - 市場規模と予測 2022-2027
• 北米 - 市場規模と予測 2022-2027
• APAC - 市場規模と予測 2022-2027
• 中東およびアフリカ - 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
• 日本 - 市場規模と予測 2022-2027
• 中国 - 市場規模と予測 2022-2027
• ドイツ - 市場規模と予測 2022-2027
• フランス - 市場規模と予測 2022-2027
• 地域情勢別の市場機会

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
• Alphabet Inc.
• Averbis GmbH
• Bitext Innovations SL
• Forsta AS
• Infegy
• InMoment Inc.
• International Business Machines Corp.
• Micro Focus International Plc
• Microsoft Corp.
• NICE Ltd.
• Open Text Corp.
• Oracle Corp.
• Qualtrics International Inc.
• SAP SE
• SAS Institute Inc.

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 Deployment
• 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 text analytics market 2017 - 2021 ($ million)
• Exhibits19: Historic Market Size - Deployment 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 Deployment - Market share 2022-2027 (%)
• Exhibits31: Data Table on Deployment - Market share 2022-2027 (%)
• Exhibits32: Chart on Comparison by Deployment
• Exhibits33: Data Table on Comparison by Deployment
• Exhibits34: Chart on Cloud - Market size and forecast 2022-2027 ($ million)
• Exhibits35: Data Table on Cloud - Market size and forecast 2022-2027 ($ million)
• Exhibits36: Chart on Cloud - Year-over-year growth 2022-2027 (%)
• Exhibits37: Data Table on Cloud - Year-over-year growth 2022-2027 (%)
• Exhibits38: Chart on On-premises - Market size and forecast 2022-2027 ($ million)
• Exhibits39: Data Table on On-premises - Market size and forecast 2022-2027 ($ million)
• Exhibits40: Chart on On-premises - Year-over-year growth 2022-2027 (%)
• Exhibits41: Data Table on On-premises - Year-over-year growth 2022-2027 (%)
• Exhibits42: Market opportunity by Deployment ($ million)
• Exhibits43: Chart on Component - Market share 2022-2027 (%)
• Exhibits44: Data Table on Component - Market share 2022-2027 (%)
• Exhibits45: Chart on Comparison by Component
• Exhibits46: Data Table on Comparison by Component
• Exhibits47: Chart on Software - Market size and forecast 2022-2027 ($ million)
• Exhibits48: Data Table on Software - Market size and forecast 2022-2027 ($ million)
• Exhibits49: Chart on Software - Year-over-year growth 2022-2027 (%)
• Exhibits50: Data Table on Software - Year-over-year growth 2022-2027 (%)
• Exhibits51: Chart on Services - Market size and forecast 2022-2027 ($ million)
• Exhibits52: Data Table on Services - Market size and forecast 2022-2027 ($ million)
• Exhibits53: Chart on Services - Year-over-year growth 2022-2027 (%)
• Exhibits54: Data Table on Services - Year-over-year growth 2022-2027 (%)
• Exhibits55: Market opportunity by Component ($ million)
• Exhibits56: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• Exhibits57: Chart on Market share By Geographical Landscape 2022-2027 (%)
• Exhibits58: Data Table on Market share By Geographical Landscape 2022-2027 (%)
• Exhibits59: Chart on Geographic comparison
• Exhibits60: Data Table on Geographic comparison
• Exhibits61: Chart on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibits62: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibits63: Chart on Europe - Year-over-year growth 2022-2027 (%)
• Exhibits64: Data Table on Europe - Year-over-year growth 2022-2027 (%)
• Exhibits65: Chart on North America - Market size and forecast 2022-2027 ($ million)
• Exhibits66: Data Table on North America - Market size and forecast 2022-2027 ($ million)
• Exhibits67: Chart on North America - Year-over-year growth 2022-2027 (%)
• Exhibits68: Data Table on North America - Year-over-year growth 2022-2027 (%)
• Exhibits69: Chart on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibits70: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibits71: Chart on APAC - Year-over-year growth 2022-2027 (%)
• Exhibits72: Data Table on APAC - Year-over-year growth 2022-2027 (%)
• Exhibits73: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibits74: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibits75: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• Exhibits76: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• Exhibits77: Chart on South America - Market size and forecast 2022-2027 ($ million)
• Exhibits78: Data Table on South America - Market size and forecast 2022-2027 ($ million)
• Exhibits79: Chart on South America - Year-over-year growth 2022-2027 (%)
• Exhibits80: Data Table on South America - Year-over-year growth 2022-2027 (%)
• Exhibits81: Chart on US - Market size and forecast 2022-2027 ($ million)
• Exhibits82: Data Table on US - Market size and forecast 2022-2027 ($ million)
• Exhibits83: Chart on US - Year-over-year growth 2022-2027 (%)
• Exhibits84: Data Table on US - Year-over-year growth 2022-2027 (%)
• Exhibits85: Chart on Japan - Market size and forecast 2022-2027 ($ million)
• Exhibits86: Data Table on Japan - Market size and forecast 2022-2027 ($ million)
• Exhibits87: Chart on Japan - Year-over-year growth 2022-2027 (%)
• Exhibits88: Data Table on Japan - Year-over-year growth 2022-2027 (%)
• Exhibits89: Chart on China - Market size and forecast 2022-2027 ($ million)
• Exhibits90: Data Table on China - Market size and forecast 2022-2027 ($ million)
• Exhibits91: Chart on China - Year-over-year growth 2022-2027 (%)
• Exhibits92: Data Table on China - Year-over-year growth 2022-2027 (%)
• Exhibits93: Chart on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibits94: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibits95: Chart on Germany - Year-over-year growth 2022-2027 (%)
• Exhibits96: Data Table on Germany - Year-over-year growth 2022-2027 (%)
• Exhibits97: Chart on France - Market size and forecast 2022-2027 ($ million)
• Exhibits98: Data Table on France - Market size and forecast 2022-2027 ($ million)
• Exhibits99: Chart on France - Year-over-year growth 2022-2027 (%)
• Exhibits100: Data Table on France - Year-over-year growth 2022-2027 (%)
• Exhibits101: Market opportunity By Geographical Landscape ($ million)
• Exhibits102: Impact of drivers and challenges in 2022 and 2027
• Exhibits103: Overview on Criticality of inputs and Factors of differentiation
• Exhibits104: Overview on factors of disruption
• Exhibits105: Impact of key risks on business
• Exhibits106: Vendors covered
• Exhibits107: Matrix on vendor position and classification
• Exhibits108: Alphabet Inc. - Overview
• Exhibits109: Alphabet Inc. - Business segments
• Exhibits110: Alphabet Inc. - Key news
• Exhibits111: Alphabet Inc. - Key offerings
• Exhibits112: Alphabet Inc. - Segment focus
• Exhibits113: Averbis GmbH - Overview
• Exhibits114: Averbis GmbH - Product / Service
• Exhibits115: Averbis GmbH - Key offerings
• Exhibits116: Bitext Innovations SL - Overview
• Exhibits117: Bitext Innovations SL - Product / Service
• Exhibits118: Bitext Innovations SL - Key offerings
• Exhibits119: Forsta AS - Overview
• Exhibits120: Forsta AS - Product / Service
• Exhibits121: Forsta AS - Key offerings
• Exhibits122: Infegy - Overview
• Exhibits123: Infegy - Product / Service
• Exhibits124: Infegy - Key offerings
• Exhibits125: InMoment Inc. - Overview
• Exhibits126: InMoment Inc. - Product / Service
• Exhibits127: InMoment Inc. - Key offerings
• Exhibits128: International Business Machines Corp. - Overview
• Exhibits129: International Business Machines Corp. - Business segments
• Exhibits130: International Business Machines Corp. - Key news
• Exhibits131: International Business Machines Corp. - Key offerings
• Exhibits132: International Business Machines Corp. - Segment focus
• Exhibits133: Micro Focus International Plc - Overview
• Exhibits134: Micro Focus International Plc - Product / Service
• Exhibits135: Micro Focus International Plc - Key news
• Exhibits136: Micro Focus International Plc - Key offerings
• Exhibits137: Microsoft Corp. - Overview
• Exhibits138: Microsoft Corp. - Business segments
• Exhibits139: Microsoft Corp. - Key news
• Exhibits140: Microsoft Corp. - Key offerings
• Exhibits141: Microsoft Corp. - Segment focus
• Exhibits142: NICE Ltd. - Overview
• Exhibits143: NICE Ltd. - Business segments
• Exhibits144: NICE Ltd. - Key news
• Exhibits145: NICE Ltd. - Key offerings
• Exhibits146: NICE Ltd. - Segment focus
• Exhibits147: Open Text Corp. - Overview
• Exhibits148: Open Text Corp. - Product / Service
• Exhibits149: Open Text Corp. - Key news
• Exhibits150: Open Text Corp. - Key offerings
• Exhibits151: Oracle Corp. - Overview
• Exhibits152: Oracle Corp. - Business segments
• Exhibits153: Oracle Corp. - Key news
• Exhibits154: Oracle Corp. - Key offerings
• Exhibits155: Oracle Corp. - Segment focus
• Exhibits156: Qualtrics International Inc. - Overview
• Exhibits157: Qualtrics International Inc. - Product / Service
• Exhibits158: Qualtrics International Inc. - Key offerings
• Exhibits159: SAP SE - Overview
• Exhibits160: SAP SE - Business segments
• Exhibits161: SAP SE - Key news
• Exhibits162: SAP SE - Key offerings
• Exhibits163: SAP SE - Segment focus
• Exhibits164: SAS Institute Inc. - Overview
• Exhibits165: SAS Institute Inc. - Product / Service
• Exhibits166: SAS Institute Inc. - Key news
• Exhibits167: SAS Institute Inc. - Key offerings
• Exhibits168: Inclusions checklist
• Exhibits169: Exclusions checklist
• Exhibits170: Currency conversion rates for US$
• Exhibits171: Research methodology
• Exhibits172: Validation techniques employed for market sizing
• Exhibits173: Information sources
• Exhibits174: List of abbreviations

Technavio has been monitoring the text analytics market and is forecast to grow by $12755.09 mn during 2022-2027, accelerating at a CAGR of 19.82% during the forecast period. Our report on the text 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 popularity of SOA among end-users, the need to improve business efficiency, and the need to analyze large volumes of unstructured data.

Technavio's text analytics market is segmented as below:

By Deployment

• Cloud
• On-premises

By Component

• Software
• Services

By Geographical Landscape

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

This study identifies the emergence of advanced text analytical tools as one of the prime reasons driving the text analytics market growth during the next few years. Also, the high utilization of social media and the evolution of programmatic advertisement buying will lead to sizable demand in the market.

Technavio 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. Our report on the text analytics market covers the following areas:

• Text analytics market sizing
• Text analytics market forecast
• Text analytics market industry analysis

Technavio's 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 text analytics market vendors that include Alphabet Inc., Averbis GmbH, Bitext Innovations SL, Forsta AS, Infegy, InMoment Inc., International Business Machines Corp., KNIME AG, Luminoso Technologies Inc., MeaningCloud LLC, Megaputer Intelligence Inc., Micro Focus International Plc, Microsoft Corp., NICE Ltd., Open Text Corp., Oracle Corp., Qualtrics International Inc., SAP SE, SAS Institute Inc., and TIBCO Software Inc. Also, the text 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.

Technavio 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. Technavio's market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast 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 Deployment
• 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 text analytics market 2017 - 2021
• Exhibit 18: Historic Market Size - Data Table on Global text analytics market 2017 - 2021 ($ million)
• 4.2 Deployment Segment Analysis 2017 - 2021
• Exhibit 19: Historic Market Size - Deployment 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 Deployment

• 6.1 Market segments
• Exhibit 30: Chart on Deployment - Market share 2022-2027 (%)
• Exhibit 31: Data Table on Deployment - Market share 2022-2027 (%)
• 6.2 Comparison by Deployment
• Exhibit 32: Chart on Comparison by Deployment
• Exhibit 33: Data Table on Comparison by Deployment
• 6.3 Cloud - Market size and forecast 2022-2027
• Exhibit 34: Chart on Cloud - Market size and forecast 2022-2027 ($ million)
• Exhibit 35: Data Table on Cloud - Market size and forecast 2022-2027 ($ million)
• Exhibit 36: Chart on Cloud - Year-over-year growth 2022-2027 (%)
• Exhibit 37: Data Table on Cloud - Year-over-year growth 2022-2027 (%)
• 6.4 On-premises - Market size and forecast 2022-2027
• Exhibit 38: Chart on On-premises - Market size and forecast 2022-2027 ($ million)
• Exhibit 39: Data Table on On-premises - Market size and forecast 2022-2027 ($ million)
• Exhibit 40: Chart on On-premises - Year-over-year growth 2022-2027 (%)
• Exhibit 41: Data Table on On-premises - Year-over-year growth 2022-2027 (%)
• 6.5 Market opportunity by Deployment
• Exhibit 42: Market opportunity by Deployment ($ million)

7 Market Segmentation by Component

• 7.1 Market segments
• Exhibit 43: Chart on Component - Market share 2022-2027 (%)
• Exhibit 44: Data Table on Component - Market share 2022-2027 (%)
• 7.2 Comparison by Component
• Exhibit 45: Chart on Comparison by Component
• Exhibit 46: Data Table on Comparison by Component
• 7.3 Software - Market size and forecast 2022-2027
• Exhibit 47: Chart on Software - Market size and forecast 2022-2027 ($ million)
• Exhibit 48: Data Table on Software - Market size and forecast 2022-2027 ($ million)
• Exhibit 49: Chart on Software - Year-over-year growth 2022-2027 (%)
• Exhibit 50: Data Table on Software - Year-over-year growth 2022-2027 (%)
• 7.4 Services - Market size and forecast 2022-2027
• Exhibit 51: Chart on Services - Market size and forecast 2022-2027 ($ million)
• Exhibit 52: Data Table on Services - Market size and forecast 2022-2027 ($ million)
• Exhibit 53: Chart on Services - Year-over-year growth 2022-2027 (%)
• Exhibit 54: Data Table on Services - Year-over-year growth 2022-2027 (%)
• 7.5 Market opportunity by Component
• Exhibit 55: Market opportunity by Component ($ million)

8 Customer Landscape

• 8.1 Customer landscape overview
• Exhibit 56: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

9 Geographic Landscape

• 9.1 Geographic segmentation
• Exhibit 57: Chart on Market share By Geographical Landscape 2022-2027 (%)
• Exhibit 58: Data Table on Market share By Geographical Landscape 2022-2027 (%)
• 9.2 Geographic comparison
• Exhibit 59: Chart on Geographic comparison
• Exhibit 60: Data Table on Geographic comparison
• 9.3 Europe - Market size and forecast 2022-2027
• Exhibit 61: Chart on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibit 62: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibit 63: Chart on Europe - Year-over-year growth 2022-2027 (%)
• Exhibit 64: Data Table on Europe - Year-over-year growth 2022-2027 (%)
• 9.4 North America - Market size and forecast 2022-2027
• Exhibit 65: Chart on North America - Market size and forecast 2022-2027 ($ million)
• Exhibit 66: Data Table on North America - Market size and forecast 2022-2027 ($ million)
• Exhibit 67: Chart on North America - Year-over-year growth 2022-2027 (%)
• Exhibit 68: Data Table on North America - Year-over-year growth 2022-2027 (%)
• 9.5 APAC - Market size and forecast 2022-2027
• Exhibit 69: Chart on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibit 70: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibit 71: Chart on APAC - Year-over-year growth 2022-2027 (%)
• Exhibit 72: Data Table on APAC - Year-over-year growth 2022-2027 (%)
• 9.6 Middle East and Africa - Market size and forecast 2022-2027
• Exhibit 73: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibit 74: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibit 75: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• Exhibit 76: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• 9.7 South America - Market size and forecast 2022-2027
• Exhibit 77: Chart on South America - Market size and forecast 2022-2027 ($ million)
• Exhibit 78: Data Table on South America - Market size and forecast 2022-2027 ($ million)
• Exhibit 79: Chart on South America - Year-over-year growth 2022-2027 (%)
• Exhibit 80: Data Table on South America - Year-over-year growth 2022-2027 (%)
• 9.8 US - Market size and forecast 2022-2027
• Exhibit 81: Chart on US - Market size and forecast 2022-2027 ($ million)
• Exhibit 82: Data Table on US - Market size and forecast 2022-2027 ($ million)
• Exhibit 83: Chart on US - Year-over-year growth 2022-2027 (%)
• Exhibit 84: Data Table on US - Year-over-year growth 2022-2027 (%)
• 9.9 Japan - Market size and forecast 2022-2027
• Exhibit 85: Chart on Japan - Market size and forecast 2022-2027 ($ million)
• Exhibit 86: Data Table on Japan - Market size and forecast 2022-2027 ($ million)
• Exhibit 87: Chart on Japan - Year-over-year growth 2022-2027 (%)
• Exhibit 88: Data Table on Japan - Year-over-year growth 2022-2027 (%)
• 9.10 China - Market size and forecast 2022-2027
• Exhibit 89: Chart on China - Market size and forecast 2022-2027 ($ million)
• Exhibit 90: Data Table on China - Market size and forecast 2022-2027 ($ million)
• Exhibit 91: Chart on China - Year-over-year growth 2022-2027 (%)
• Exhibit 92: Data Table on China - Year-over-year growth 2022-2027 (%)
• 9.11 Germany - Market size and forecast 2022-2027
• Exhibit 93: Chart on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibit 94: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibit 95: Chart on Germany - Year-over-year growth 2022-2027 (%)
• Exhibit 96: Data Table on Germany - Year-over-year growth 2022-2027 (%)
• 9.12 France - Market size and forecast 2022-2027
• Exhibit 97: Chart on France - Market size and forecast 2022-2027 ($ million)
• Exhibit 98: Data Table on France - Market size and forecast 2022-2027 ($ million)
• Exhibit 99: Chart on France - Year-over-year growth 2022-2027 (%)
• Exhibit 100: Data Table on France - Year-over-year growth 2022-2027 (%)
• 9.13 Market opportunity By Geographical Landscape
• Exhibit 101: 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 102: Impact of drivers and challenges in 2022 and 2027
• 10.4 Market trends

11 Vendor Landscape

• 11.1 Overview
• 11.2 Vendor landscape
• Exhibit 103: Overview on Criticality of inputs and Factors of differentiation
• 11.3 Landscape disruption
• Exhibit 104: Overview on factors of disruption
• 11.4 Industry risks
• Exhibit 105: Impact of key risks on business

12 Vendor Analysis

• 12.1 Vendors covered
• Exhibit 106: Vendors covered
• 12.2 Market positioning of vendors
• Exhibit 107: Matrix on vendor position and classification
• 12.3 Alphabet Inc.
• Exhibit 108: Alphabet Inc. - Overview
• Exhibit 109: Alphabet Inc. - Business segments
• Exhibit 110: Alphabet Inc. - Key news
• Exhibit 111: Alphabet Inc. - Key offerings
• Exhibit 112: Alphabet Inc. - Segment focus
• 12.4 Averbis GmbH
• Exhibit 113: Averbis GmbH - Overview
• Exhibit 114: Averbis GmbH - Product / Service
• Exhibit 115: Averbis GmbH - Key offerings
• 12.5 Bitext Innovations SL
• Exhibit 116: Bitext Innovations SL - Overview
• Exhibit 117: Bitext Innovations SL - Product / Service
• Exhibit 118: Bitext Innovations SL - Key offerings
• 12.6 Forsta AS
• Exhibit 119: Forsta AS - Overview
• Exhibit 120: Forsta AS - Product / Service
• Exhibit 121: Forsta AS - Key offerings
• 12.7 Infegy
• Exhibit 122: Infegy - Overview
• Exhibit 123: Infegy - Product / Service
• Exhibit 124: Infegy - Key offerings
• 12.8 InMoment Inc.
• Exhibit 125: InMoment Inc. - Overview
• Exhibit 126: InMoment Inc. - Product / Service
• Exhibit 127: InMoment Inc. - Key offerings
• 12.9 International Business Machines Corp.
• Exhibit 128: International Business Machines Corp. - Overview
• Exhibit 129: International Business Machines Corp. - Business segments
• Exhibit 130: International Business Machines Corp. - Key news
• Exhibit 131: International Business Machines Corp. - Key offerings
• Exhibit 132: International Business Machines Corp. - Segment focus
• 12.10 Micro Focus International Plc
• Exhibit 133: Micro Focus International Plc - Overview
• Exhibit 134: Micro Focus International Plc - Product / Service
• Exhibit 135: Micro Focus International Plc - Key news
• Exhibit 136: Micro Focus International Plc - Key offerings
• 12.11 Microsoft Corp.
• Exhibit 137: Microsoft Corp. - Overview
• Exhibit 138: Microsoft Corp. - Business segments
• Exhibit 139: Microsoft Corp. - Key news
• Exhibit 140: Microsoft Corp. - Key offerings
• Exhibit 141: Microsoft Corp. - Segment focus
• 12.12 NICE Ltd.
• Exhibit 142: NICE Ltd. - Overview
• Exhibit 143: NICE Ltd. - Business segments
• Exhibit 144: NICE Ltd. - Key news
• Exhibit 145: NICE Ltd. - Key offerings
• Exhibit 146: NICE Ltd. - Segment focus
• 12.13 Open Text Corp.
• Exhibit 147: Open Text Corp. - Overview
• Exhibit 148: Open Text Corp. - Product / Service
• Exhibit 149: Open Text Corp. - Key news
• Exhibit 150: Open Text Corp. - Key offerings
• 12.14 Oracle Corp.
• Exhibit 151: Oracle Corp. - Overview
• Exhibit 152: Oracle Corp. - Business segments
• Exhibit 153: Oracle Corp. - Key news
• Exhibit 154: Oracle Corp. - Key offerings
• Exhibit 155: Oracle Corp. - Segment focus
• 12.15 Qualtrics International Inc.
• Exhibit 156: Qualtrics International Inc. - Overview
• Exhibit 157: Qualtrics International Inc. - Product / Service
• Exhibit 158: Qualtrics International Inc. - Key offerings
• 12.16 SAP SE
• Exhibit 159: SAP SE - Overview
• Exhibit 160: SAP SE - Business segments
• Exhibit 161: SAP SE - Key news
• Exhibit 162: SAP SE - Key offerings
• Exhibit 163: SAP SE - Segment focus
• 12.17 SAS Institute Inc.
• Exhibit 164: SAS Institute Inc. - Overview
• Exhibit 165: SAS Institute Inc. - Product / Service
• Exhibit 166: SAS Institute Inc. - Key news
• Exhibit 167: SAS Institute Inc. - Key offerings

13 Appendix

• 13.1 Scope of the report
• 13.2 Inclusions and exclusions checklist
• Exhibit 168: Inclusions checklist
• Exhibit 169: Exclusions checklist
• 13.3 Currency conversion rates for US$
• Exhibit 170: Currency conversion rates for US$
• 13.4 Research methodology
• Exhibit 171: Research methodology
• Exhibit 172: Validation techniques employed for market sizing
• Exhibit 173: Information sources
• 13.5 List of abbreviations
• Exhibit 174: List of abbreviations