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PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1325106

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PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1325106

Recommendation Engines

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Table of Contents

What`s New for 2023?

»Special coverage on Russia-Ukraine war; global inflation; easing of "zero-Covid" policy in China and its `bumpy` reopening; supply chain disruptions, global trade tensions; and risk of recession.

»Global competitiveness and key competitor percentage market shares

» Market presence across multiple geographies - Strong/Active/Niche/Trivial

»Online interactive peer-to-peer collaborative bespoke updates

»Access to our digital archives and MarketGlass Research Platform

»Complimentary updates for one year

Looking Ahead to 2023

The global economy is at a critical crossroads with a number of interlocking challenges and crises running in parallel. The uncertainty around how Russia`s war on Ukraine will play out this year and the war`s role in creating global instability means that the trouble on the inflation front is not over yet. Food and fuel inflation will remain a persistent economic problem. Higher retail inflation will impact consumer confidence and spending. As governments combat inflation by raising interest rates, new job creation will slowdown and impact economic activity and growth. Lower capital expenditure is in the offing as companies go slow on investments, held back by inflation worries and weaker demand. With slower growth and high inflation, developed markets seem primed to enter into a recession. Fears of new COVID outbreaks and China's already uncertain post-pandemic path poses a real risk of the world experiencing more acute supply chain pain and manufacturing disruptions this year. Volatile financial markets, growing trade tensions, stricter regulatory environment and pressure to mainstream climate change into economic decisions will compound the complexity of challenges faced. Year 2023 is expected to be tough year for most markets, investors and consumers. Nevertheless, there is always opportunity for businesses and their leaders who can chart a path forward with resilience and adaptability.

Global Recommendation Engines Market to Reach $25.9 Billion by 2030

In the changed post COVID-19 business landscape, the global market for Recommendation Engines estimated at US$2.9 Billion in the year 2022, is projected to reach a revised size of US$25.9 Billion by 2030, growing at aCAGR of 31.4% over the period 2022-2030. Collaborative Filtering, one of the segments analyzed in the report, is projected to record 30% CAGR and reach US$10.3 Billion by the end of the analysis period. Taking into account the ongoing post pandemic recovery, growth in the Content-Based Filtering segment is readjusted to a revised 31.4% CAGR for the next 8-year period.

The U.S. Market is Estimated at $878.9 Million, While China is Forecast to Grow at 30% CAGR

The Recommendation Engines market in the U.S. is estimated at US$878.9 Million in the year 2022. China, the world`s second largest economy, is forecast to reach a projected market size of US$4.3 Billion by the year 2030 trailing a CAGR of 30% over the analysis period 2022 to 2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at 28.1% and 26.9% respectively over the 2022-2030 period. Within Europe, Germany is forecast to grow at approximately 22% CAGR.

Select Competitors (Total 53 Featured) -

  • 500Menu
  • Appsaya
  • ARTO Gallery
  • Ascentspark Software
  • Bizzy
  • CardCruncher
  • CollegeAI, Inc.
  • CRE Matrix
  • Dirask
  • Driverbase Inc.
Show more
Product Code: MCP14368

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Impact of Covid-19 and a Looming Global Recession
    • Recommendation Engine - Global Key Competitors Percentage Market Share in 2020 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2020 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for Recommendation Engines by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 2: World 8-Year Perspective for Recommendation Engines by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2023 & 2030
    • TABLE 3: World Recent Past, Current & Future Analysis for Collaborative Filtering by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 4: World 8-Year Perspective for Collaborative Filtering by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Content-Based Filtering by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 6: World 8-Year Perspective for Content-Based Filtering by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 7: World Recent Past, Current & Future Analysis for Hybrid Recommendation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 8: World 8-Year Perspective for Hybrid Recommendation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 9: World Recent Past, Current & Future Analysis for Cloud by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 10: World 8-Year Perspective for Cloud by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 11: World Recommendation Engines Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for On-Premise by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 13: World 8-Year Perspective for On-Premise by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Personalized Campaigns & Customer Delivery by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 15: World 8-Year Perspective for Personalized Campaigns & Customer Delivery by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Product Planning & Proactive Asset Management by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 17: World 8-Year Perspective for Product Planning & Proactive Asset Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Strategy Operations & Planning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 19: World 8-Year Perspective for Strategy Operations & Planning by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Retail by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 21: World 8-Year Perspective for Retail by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Information Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 23: World 8-Year Perspective for Information Technology by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for Media & Entertainment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 25: World 8-Year Perspective for Media & Entertainment by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Healthcare by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 27: World 8-Year Perspective for Healthcare by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 28: World Recent Past, Current & Future Analysis for BFSI by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 29: World 8-Year Perspective for BFSI by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 30: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 31: World 8-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Recommendation Engines Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2023 (E)
    • TABLE 32: USA Recent Past, Current & Future Analysis for Recommendation Engines by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 33: USA 8-Year Perspective for Recommendation Engines by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2023 & 2030
    • TABLE 34: USA Recent Past, Current & Future Analysis for Recommendation Engines by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 35: USA 8-Year Perspective for Recommendation Engines by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
    • TABLE 36: USA Recent Past, Current & Future Analysis for Recommendation Engines by Application - Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 37: USA 8-Year Perspective for Recommendation Engines by Application - Percentage Breakdown of Value Sales for Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning for the Years 2023 & 2030
    • TABLE 38: USA Recent Past, Current & Future Analysis for Recommendation Engines by End-Use - Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 39: USA 8-Year Perspective for Recommendation Engines by End-Use - Percentage Breakdown of Value Sales for Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses for the Years 2023 & 2030
  • CANADA
    • TABLE 40: Canada Recent Past, Current & Future Analysis for Recommendation Engines by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 41: Canada 8-Year Perspective for Recommendation Engines by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2023 & 2030
    • TABLE 42: Canada Recent Past, Current & Future Analysis for Recommendation Engines by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 43: Canada 8-Year Perspective for Recommendation Engines by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
    • TABLE 44: Canada Recent Past, Current & Future Analysis for Recommendation Engines by Application - Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 45: Canada 8-Year Perspective for Recommendation Engines by Application - Percentage Breakdown of Value Sales for Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning for the Years 2023 & 2030
    • TABLE 46: Canada Recent Past, Current & Future Analysis for Recommendation Engines by End-Use - Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 47: Canada 8-Year Perspective for Recommendation Engines by End-Use - Percentage Breakdown of Value Sales for Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses for the Years 2023 & 2030
  • JAPAN
    • Recommendation Engines Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2023 (E)
    • TABLE 48: Japan Recent Past, Current & Future Analysis for Recommendation Engines by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 49: Japan 8-Year Perspective for Recommendation Engines by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2023 & 2030
    • TABLE 50: Japan Recent Past, Current & Future Analysis for Recommendation Engines by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 51: Japan 8-Year Perspective for Recommendation Engines by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
    • TABLE 52: Japan Recent Past, Current & Future Analysis for Recommendation Engines by Application - Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 53: Japan 8-Year Perspective for Recommendation Engines by Application - Percentage Breakdown of Value Sales for Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning for the Years 2023 & 2030
    • TABLE 54: Japan Recent Past, Current & Future Analysis for Recommendation Engines by End-Use - Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 55: Japan 8-Year Perspective for Recommendation Engines by End-Use - Percentage Breakdown of Value Sales for Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses for the Years 2023 & 2030
  • CHINA
    • Recommendation Engines Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2023 (E)
    • TABLE 56: China Recent Past, Current & Future Analysis for Recommendation Engines by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 57: China 8-Year Perspective for Recommendation Engines by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2023 & 2030
    • TABLE 58: China Recent Past, Current & Future Analysis for Recommendation Engines by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 59: China 8-Year Perspective for Recommendation Engines by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
    • TABLE 60: China Recent Past, Current & Future Analysis for Recommendation Engines by Application - Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 61: China 8-Year Perspective for Recommendation Engines by Application - Percentage Breakdown of Value Sales for Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning for the Years 2023 & 2030
    • TABLE 62: China Recent Past, Current & Future Analysis for Recommendation Engines by End-Use - Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 63: China 8-Year Perspective for Recommendation Engines by End-Use - Percentage Breakdown of Value Sales for Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses for the Years 2023 & 2030
  • EUROPE
    • Recommendation Engines Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2023 (E)
    • TABLE 64: Europe Recent Past, Current & Future Analysis for Recommendation Engines by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 65: Europe 8-Year Perspective for Recommendation Engines by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2023 & 2030
    • TABLE 66: Europe Recent Past, Current & Future Analysis for Recommendation Engines by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 67: Europe 8-Year Perspective for Recommendation Engines by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2023 & 2030
    • TABLE 68: Europe Recent Past, Current & Future Analysis for Recommendation Engines by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 69: Europe 8-Year Perspective for Recommendation Engines by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
    • TABLE 70: Europe Recent Past, Current & Future Analysis for Recommendation Engines by Application - Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 71: Europe 8-Year Perspective for Recommendation Engines by Application - Percentage Breakdown of Value Sales for Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning for the Years 2023 & 2030
    • TABLE 72: Europe Recent Past, Current & Future Analysis for Recommendation Engines by End-Use - Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 73: Europe 8-Year Perspective for Recommendation Engines by End-Use - Percentage Breakdown of Value Sales for Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses for the Years 2023 & 2030
  • FRANCE
    • Recommendation Engines Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2023 (E)
    • TABLE 74: France Recent Past, Current & Future Analysis for Recommendation Engines by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 75: France 8-Year Perspective for Recommendation Engines by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2023 & 2030
    • TABLE 76: France Recent Past, Current & Future Analysis for Recommendation Engines by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 77: France 8-Year Perspective for Recommendation Engines by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
    • TABLE 78: France Recent Past, Current & Future Analysis for Recommendation Engines by Application - Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 79: France 8-Year Perspective for Recommendation Engines by Application - Percentage Breakdown of Value Sales for Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning for the Years 2023 & 2030
    • TABLE 80: France Recent Past, Current & Future Analysis for Recommendation Engines by End-Use - Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 81: France 8-Year Perspective for Recommendation Engines by End-Use - Percentage Breakdown of Value Sales for Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses for the Years 2023 & 2030
  • GERMANY
    • Recommendation Engines Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2023 (E)
    • TABLE 82: Germany Recent Past, Current & Future Analysis for Recommendation Engines by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 83: Germany 8-Year Perspective for Recommendation Engines by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2023 & 2030
    • TABLE 84: Germany Recent Past, Current & Future Analysis for Recommendation Engines by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 85: Germany 8-Year Perspective for Recommendation Engines by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
    • TABLE 86: Germany Recent Past, Current & Future Analysis for Recommendation Engines by Application - Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 87: Germany 8-Year Perspective for Recommendation Engines by Application - Percentage Breakdown of Value Sales for Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning for the Years 2023 & 2030
    • TABLE 88: Germany Recent Past, Current & Future Analysis for Recommendation Engines by End-Use - Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 89: Germany 8-Year Perspective for Recommendation Engines by End-Use - Percentage Breakdown of Value Sales for Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses for the Years 2023 & 2030
  • ITALY
    • TABLE 90: Italy Recent Past, Current & Future Analysis for Recommendation Engines by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 91: Italy 8-Year Perspective for Recommendation Engines by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2023 & 2030
    • TABLE 92: Italy Recent Past, Current & Future Analysis for Recommendation Engines by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 93: Italy 8-Year Perspective for Recommendation Engines by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
    • TABLE 94: Italy Recent Past, Current & Future Analysis for Recommendation Engines by Application - Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 95: Italy 8-Year Perspective for Recommendation Engines by Application - Percentage Breakdown of Value Sales for Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning for the Years 2023 & 2030
    • TABLE 96: Italy Recent Past, Current & Future Analysis for Recommendation Engines by End-Use - Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 97: Italy 8-Year Perspective for Recommendation Engines by End-Use - Percentage Breakdown of Value Sales for Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses for the Years 2023 & 2030
  • UNITED KINGDOM
    • Recommendation Engines Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2023 (E)
    • TABLE 98: UK Recent Past, Current & Future Analysis for Recommendation Engines by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 99: UK 8-Year Perspective for Recommendation Engines by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2023 & 2030
    • TABLE 100: UK Recent Past, Current & Future Analysis for Recommendation Engines by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 101: UK 8-Year Perspective for Recommendation Engines by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
    • TABLE 102: UK Recent Past, Current & Future Analysis for Recommendation Engines by Application - Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 103: UK 8-Year Perspective for Recommendation Engines by Application - Percentage Breakdown of Value Sales for Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning for the Years 2023 & 2030
    • TABLE 104: UK Recent Past, Current & Future Analysis for Recommendation Engines by End-Use - Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 105: UK 8-Year Perspective for Recommendation Engines by End-Use - Percentage Breakdown of Value Sales for Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses for the Years 2023 & 2030
  • REST OF EUROPE
    • TABLE 106: Rest of Europe Recent Past, Current & Future Analysis for Recommendation Engines by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 107: Rest of Europe 8-Year Perspective for Recommendation Engines by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2023 & 2030
    • TABLE 108: Rest of Europe Recent Past, Current & Future Analysis for Recommendation Engines by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 109: Rest of Europe 8-Year Perspective for Recommendation Engines by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
    • TABLE 110: Rest of Europe Recent Past, Current & Future Analysis for Recommendation Engines by Application - Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 111: Rest of Europe 8-Year Perspective for Recommendation Engines by Application - Percentage Breakdown of Value Sales for Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning for the Years 2023 & 2030
    • TABLE 112: Rest of Europe Recent Past, Current & Future Analysis for Recommendation Engines by End-Use - Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 113: Rest of Europe 8-Year Perspective for Recommendation Engines by End-Use - Percentage Breakdown of Value Sales for Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses for the Years 2023 & 2030
  • ASIA-PACIFIC
    • Recommendation Engines Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2023 (E)
    • TABLE 114: Asia-Pacific Recent Past, Current & Future Analysis for Recommendation Engines by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 115: Asia-Pacific 8-Year Perspective for Recommendation Engines by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2023 & 2030
    • TABLE 116: Asia-Pacific Recent Past, Current & Future Analysis for Recommendation Engines by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 117: Asia-Pacific 8-Year Perspective for Recommendation Engines by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
    • TABLE 118: Asia-Pacific Recent Past, Current & Future Analysis for Recommendation Engines by Application - Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 119: Asia-Pacific 8-Year Perspective for Recommendation Engines by Application - Percentage Breakdown of Value Sales for Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning for the Years 2023 & 2030
    • TABLE 120: Asia-Pacific Recent Past, Current & Future Analysis for Recommendation Engines by End-Use - Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 121: Asia-Pacific 8-Year Perspective for Recommendation Engines by End-Use - Percentage Breakdown of Value Sales for Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses for the Years 2023 & 2030
  • REST OF WORLD
    • TABLE 122: Rest of World Recent Past, Current & Future Analysis for Recommendation Engines by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 123: Rest of World 8-Year Perspective for Recommendation Engines by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2023 & 2030
    • TABLE 124: Rest of World Recent Past, Current & Future Analysis for Recommendation Engines by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 125: Rest of World 8-Year Perspective for Recommendation Engines by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2023 & 2030
    • TABLE 126: Rest of World Recent Past, Current & Future Analysis for Recommendation Engines by Application - Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 127: Rest of World 8-Year Perspective for Recommendation Engines by Application - Percentage Breakdown of Value Sales for Personalized Campaigns & Customer Delivery, Product Planning & Proactive Asset Management and Strategy Operations & Planning for the Years 2023 & 2030
    • TABLE 128: Rest of World Recent Past, Current & Future Analysis for Recommendation Engines by End-Use - Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 129: Rest of World 8-Year Perspective for Recommendation Engines by End-Use - Percentage Breakdown of Value Sales for Retail, Information Technology, Media & Entertainment, Healthcare, BFSI and Other End-Uses for the Years 2023 & 2030

IV. COMPETITION

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