レコメンデーションエンジンの世界市場 2022-2026Global Recommendation Engine Market 2022-2026 レコメンデーションエンジンの世界市場 2022-2026 Technavioはレコメンデーションエンジン市場を監視しており、2022-2026年の間に4億290万ドル、予測期間中に25.8%のCAGRで進展する見込みであることを発表しまし... もっと見る
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サマリーレコメンデーションエンジンの世界市場 2022-2026Technavioはレコメンデーションエンジン市場を監視しており、2022-2026年の間に4億290万ドル、予測期間中に25.8%のCAGRで進展する見込みであることを発表しました。当レポートでは、レコメンデーションエンジンの市場規模や予測、トレンド、成長ドライバー、課題、ベンダー分析など、25社程度のベンダーを網羅した包括的な分析を提供しています。 また、現在の世界市場のシナリオ、最新のトレンドとドライバー、市場全体の環境に関する最新の分析も提供しています。レコメンデーションエンジン市場は、デジタル化の進展、ハイブリッド型レコメンデーションシステムの利用拡大、顧客満足度向上のための取り組みが市場を牽引しています。 レコメンデーションエンジン市場の分析には、エンドユーザーセグメントと地理的展望が含まれます。 Technavioのレコメンデーションエンジン市場は、以下のように区分されています。 エンドユーザー別 - メディア・エンターテインメント - 旅行・観光 - その他 地域別状況 - 北アメリカ - 欧州 - アジア太平洋 - 南米 - 中東・アフリカ 本調査では、今後数年間のレコメンデーションエンジン市場の成長を促進する主要な理由の1つとして、パーソナライズされたレコメンデーションに対する需要の高まりを挙げている。また、レコメンデーションエンジンの新興企業によるクラウドファンディングプラットフォームを通じた資金調達や、レコメンデーションエンジンへのaiの実装が、市場の大きな需要につながるとしています。 Technavioは、複数のソースからのデータの調査、合成、主要パラメータの分析による総括の方法により、市場の詳細な姿を提示します。レコメンデーションエンジン市場に関する弊社のレポートは、以下の分野を対象としています。 - レコメンデーションエンジン市場のサイジング - レコメンデーションエンジン市場予測 - レコメンデーションエンジン市場の産業分析 Technavioの強力なベンダー分析は、お客様が市場でのポジションを向上できるように設計されており、これに沿って、本レポートでは、Adobe Inc.、Alphabet Inc.、Amazon.com Inc.、Cloudera Inc,Curata Inc.、Hewlett Packard Enterprise Co.、Intel Corp、International Business Machines Corp、Kibo Software Inc、McDonald Corp、Microsoft Corp、Muvi LLC、Nosto Solutions Oy、Oracle Corp、Outbrain Inc、Piano Software Inc、Qubit Digital Ltd、Recombee SRO、Salesforce.com IncおよびSAP SEの各社です。また、レコメンデーションエンジン市場の分析レポートには、今後の動向や市場成長に影響を与える課題に関する情報も含まれています。これは、企業が今後訪れるすべての成長機会を戦略的に活用するのに役立つものです。 本調査は、業界の主要参加者からのインプットを含む一次情報および二次情報の客観的な組み合わせを使用して実施されました。本レポートには、主要ベンダーの分析に加え、包括的な市場およびベンダーランドスケープが含まれています。本レポートの詳細については、https://www.technavio.com/report/recommendation-engine-market-size-industry-analysis をご覧ください。 Technavioは、利益、価格、競争、プロモーションなどの主要パラメータの分析により、複数のソースからのデータの研究、合成、総括の方法により、市場の詳細な姿を提示します。また、業界の主要なインフルエンサーを特定することにより、市場の様々な側面を提示します。提示されるデータは包括的で信頼性が高く、一次および二次にわたる広範な調査の結果である。Technavioの市場調査レポートは、正確な市場成長を予測するために、完全な競争環境と、定性的および定量的調査を用いた詳細なベンダー選定方法と分析を提供します。 目次• 1. Executive Summaryo 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
SummaryGlobal Recommendation Engine Market 2022-2026 Table of Contents• 1. Executive Summaryo 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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