EXECUTIVE ENGAGEMENTS
POOL
35089
Number of executives repeatedly engaged by snail & email outreach
INTERACTIONS
2807
Interactions with Platform & by Email
PARTICIPANTS
702
Unique # Participated
VALIDATIONS
92
Responses Validated*
COMPANIES
55
Responses Validated*
* Login for a full stack data experience
DATE
APR 2021
TABLES
102
PAGES
187
EDITION
6
PRICE
USD 4950
CODE
MCP14368
*Engagement stats are ongoing and dynamic
HIGHLIGHTS & REPORT INDEX
Amid the COVID-19 crisis, the global market for Recommendation Engine estimated at US$1.5 Billion in the year 2020, is projected to reach a revised size of US$14.8 Billion by 2027, growing at a CAGR of 38.2% over the analysis period 2020-2027. Collaborative Filtering, one of the segments analyzed in the report, is projected to record a 36.6% CAGR and reach US$2.1 Billion by the end of the analysis period. After an early analysis of the business implications of the pandemic and its induced economic crisis, growth in the Content-Based Filtering segment is readjusted to a revised 34.5% CAGR for the next 7-year period.
The Recommendation Engine market in the U.S. is estimated at US$464.1 Million in the year 2020. China, the world`s second largest economy, is forecast to reach a projected market size of US$2.5 Billion by the year 2027 trailing a CAGR of 37% over the analysis period 2020 to 2027. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at 34.5% and 32.9% respectively over the 2020-2027 period. Within Europe, Germany is forecast to grow at approximately 27% CAGR.
In the global Hybrid Recommendation segment, USA, Canada, Japan, China and Europe will drive the 39.7% CAGR estimated for this segment. These regional markets accounting for a combined market size of US$761.6 Million in the year 2020 will reach a projected size of US$7.9 Billion by the close of the analysis period. China will remain among the fastest growing in this cluster of regional markets. Led by countries such as Australia, India, and South Korea, the market in Asia-Pacific is forecast to reach US$1.8 Billion by the year 2027.
SELECT PLAYERS
Fuzzy.ai; Google Cloud Platform; HPE (Hewlett Packard Enterprise India Pvt. Ltd.); IBM Corporation; Infinite Analytics; Intel Corporation; Microsoft Corporation; Oracle Corporation; Salesforce.com, Inc.; SAP SE; Sentient Technologies
SEGMENTS
» Deployment (Cloud, On-Premises) » Type (Collaborative Filtering, Content-Based Filtering, Hybrid Recommendation)
GEOGRAPHIES
» World » United States » Canada » Japan » China » Europe » France » Germany » Italy » United Kingdom » and Rest of Europe » Asia-Pacific » Rest of World
TABLE OF CONTENTS
| I. METHODOLOGY |
| II. EXECUTIVE SUMMARY |
| 1. MARKET OVERVIEW |
| Influencer Market Insights |
| World Market Trajectories |
| Impact of Covid-19 and a Looming Global Recession |
| 2. FOCUS ON SELECT PLAYERS |
| 3. MARKET TRENDS & DRIVERS |
| 4. GLOBAL MARKET PERSPECTIVE |
| World Current & Future Analysis for Recommendation Engine by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2018 through 2027 and % CAGR |
| World Historic Review for Recommendation Engine by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| World 15-Year Perspective for Recommendation Engine by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2012, 2018 & 2027 |
| World 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$ Thousand for Years 2018 through 2027 and % CAGR |
| World Historic Review 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$ Thousand for Years 2012 through 2017 and % CAGR |
| World 15-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 2012, 2018 & 2027 |
| World 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$ Thousand for Years 2018 through 2027 and % CAGR |
| World Historic Review 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$ Thousand for Years 2012 through 2017 and % CAGR |
| World 15-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 2012, 2018 & 2027 |
| World 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$ Thousand for Years 2018 through 2027 and % CAGR |
| World Historic Review 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$ Thousand for Years 2012 through 2017 and % CAGR |
| World 15-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 2012, 2018 & 2027 |
| World 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$ Thousand for Years 2018 through 2027 and % CAGR |
| World Historic Review for Cloud by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| World 15-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 2012, 2018 & 2027 |
| World Current & Future Analysis for On-Premises by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2018 through 2027 and % CAGR |
| World Historic Review for On-Premises by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| World 15-Year Perspective for On-Premises by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2012, 2018 & 2027 |
| III. MARKET ANALYSIS |
| UNITED STATES |
| USA Current & Future Analysis for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| USA Historic Review for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| USA 15-Year Perspective for Recommendation Engine by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2012, 2018 & 2027 |
| USA Current & Future Analysis for Recommendation Engine by Deployment - Cloud and On-Premises - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| USA Historic Review for Recommendation Engine by Deployment - Cloud and On-Premises Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| USA 15-Year Perspective for Recommendation Engine by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premises for the Years 2012, 2018 & 2027 |
| CANADA |
| Canada Current & Future Analysis for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| Canada Historic Review for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| Canada 15-Year Perspective for Recommendation Engine by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2012, 2018 & 2027 |
| Canada Current & Future Analysis for Recommendation Engine by Deployment - Cloud and On-Premises - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| Canada Historic Review for Recommendation Engine by Deployment - Cloud and On-Premises Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| Canada 15-Year Perspective for Recommendation Engine by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premises for the Years 2012, 2018 & 2027 |
| JAPAN |
| Japan Current & Future Analysis for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| Japan Historic Review for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| Japan 15-Year Perspective for Recommendation Engine by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2012, 2018 & 2027 |
| Japan Current & Future Analysis for Recommendation Engine by Deployment - Cloud and On-Premises - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| Japan Historic Review for Recommendation Engine by Deployment - Cloud and On-Premises Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| Japan 15-Year Perspective for Recommendation Engine by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premises for the Years 2012, 2018 & 2027 |
| CHINA |
| China Current & Future Analysis for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| China Historic Review for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| China 15-Year Perspective for Recommendation Engine by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2012, 2018 & 2027 |
| China Current & Future Analysis for Recommendation Engine by Deployment - Cloud and On-Premises - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| China Historic Review for Recommendation Engine by Deployment - Cloud and On-Premises Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| China 15-Year Perspective for Recommendation Engine by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premises for the Years 2012, 2018 & 2027 |
| EUROPE |
| Europe Current & Future Analysis for Recommendation Engine by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2018 through 2027 and % CAGR |
| Europe Historic Review for Recommendation Engine by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| Europe 15-Year Perspective for Recommendation Engine by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2012, 2018 & 2027 |
| Europe Current & Future Analysis for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| Europe Historic Review for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| Europe 15-Year Perspective for Recommendation Engine by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2012, 2018 & 2027 |
| Europe Current & Future Analysis for Recommendation Engine by Deployment - Cloud and On-Premises - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| Europe Historic Review for Recommendation Engine by Deployment - Cloud and On-Premises Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| Europe 15-Year Perspective for Recommendation Engine by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premises for the Years 2012, 2018 & 2027 |
| FRANCE |
| France Current & Future Analysis for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| France Historic Review for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| France 15-Year Perspective for Recommendation Engine by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2012, 2018 & 2027 |
| France Current & Future Analysis for Recommendation Engine by Deployment - Cloud and On-Premises - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| France Historic Review for Recommendation Engine by Deployment - Cloud and On-Premises Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| France 15-Year Perspective for Recommendation Engine by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premises for the Years 2012, 2018 & 2027 |
| GERMANY |
| Germany Current & Future Analysis for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| Germany Historic Review for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| Germany 15-Year Perspective for Recommendation Engine by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2012, 2018 & 2027 |
| Germany Current & Future Analysis for Recommendation Engine by Deployment - Cloud and On-Premises - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| Germany Historic Review for Recommendation Engine by Deployment - Cloud and On-Premises Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| Germany 15-Year Perspective for Recommendation Engine by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premises for the Years 2012, 2018 & 2027 |
| ITALY |
| Italy Current & Future Analysis for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| Italy Historic Review for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| Italy 15-Year Perspective for Recommendation Engine by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2012, 2018 & 2027 |
| Italy Current & Future Analysis for Recommendation Engine by Deployment - Cloud and On-Premises - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| Italy Historic Review for Recommendation Engine by Deployment - Cloud and On-Premises Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| Italy 15-Year Perspective for Recommendation Engine by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premises for the Years 2012, 2018 & 2027 |
| UNITED KINGDOM |
| UK Current & Future Analysis for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| UK Historic Review for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| UK 15-Year Perspective for Recommendation Engine by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2012, 2018 & 2027 |
| UK Current & Future Analysis for Recommendation Engine by Deployment - Cloud and On-Premises - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| UK Historic Review for Recommendation Engine by Deployment - Cloud and On-Premises Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| UK 15-Year Perspective for Recommendation Engine by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premises for the Years 2012, 2018 & 2027 |
| REST OF EUROPE |
| Rest of Europe Current & Future Analysis for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| Rest of Europe Historic Review for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| Rest of Europe 15-Year Perspective for Recommendation Engine by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2012, 2018 & 2027 |
| Rest of Europe Current & Future Analysis for Recommendation Engine by Deployment - Cloud and On-Premises - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| Rest of Europe Historic Review for Recommendation Engine by Deployment - Cloud and On-Premises Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| Rest of Europe 15-Year Perspective for Recommendation Engine by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premises for the Years 2012, 2018 & 2027 |
| ASIA-PACIFIC |
| Asia-Pacific Current & Future Analysis for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| Asia-Pacific Historic Review for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| Asia-Pacific 15-Year Perspective for Recommendation Engine by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2012, 2018 & 2027 |
| Asia-Pacific Current & Future Analysis for Recommendation Engine by Deployment - Cloud and On-Premises - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| Asia-Pacific Historic Review for Recommendation Engine by Deployment - Cloud and On-Premises Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| Asia-Pacific 15-Year Perspective for Recommendation Engine by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premises for the Years 2012, 2018 & 2027 |
| REST OF WORLD |
| Rest of World Current & Future Analysis for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| Rest of World Historic Review for Recommendation Engine by Type - Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| Rest of World 15-Year Perspective for Recommendation Engine by Type - Percentage Breakdown of Value Sales for Collaborative Filtering, Content-Based Filtering and Hybrid Recommendation for the Years 2012, 2018 & 2027 |
| Rest of World Current & Future Analysis for Recommendation Engine by Deployment - Cloud and On-Premises - Independent Analysis of Annual Sales in US$ Thousand for the Years 2018 through 2027 and % CAGR |
| Rest of World Historic Review for Recommendation Engine by Deployment - Cloud and On-Premises Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2012 through 2017 and % CAGR |
| Rest of World 15-Year Perspective for Recommendation Engine by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premises for the Years 2012, 2018 & 2027 |
| IV. COMPETITION |
| Total Companies Profiled: 55 |
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