Filter by:

Recommendation Engine

Recommendation engines also called personalization engines or recommendation software, help companies recommend the right product or service to their customers based on historical customer behavior.

To be categorized as a recommendation engine, a product must be able to make personalized recommendations based on customer data

Challengers Specialists Leader s Contenders Market Presence Momentum
Popularity
Satisfaction
Maturity
Pricing

Compare Recommendation Engines
Results: 13

AIMultiple is data driven. Evaluate 13 products based on comprehensive, transparent and objective AIMultiple scores. For any of our scores, click the imgicon to learn how it is calculated based on objective data.

Sort by:
33.17002233561253
33.17929961673606
2.658609066794312
35.21150234345141
0.024304729596955184
33.08652680550077
top5 , top10
top5 , top10
4star
RichRelevance
3.91
2
0
2%
= 100 reviews
= 100,000 employees
= 100,000 visitors

The RichRelevance personalization technology provides personalized customer experiences seamlessly across web, mobile, in-store analytics and website

85.8947753700688
86.45586829642987
100
88.78005495700415
0.0872212281990023
80.84493903281903
top5 , top10
top5 , top10
4star
Optimizely
4.31
57
0
100%
= 100 reviews
= 100,000 employees
= 100,000 visitors

Optimizely is the world's leading experimentation platform, empowering marketing and product teams to test, learn and deploy winning digital experiences

88.60938725693933
89.01338232049444
7.250756056058893
94.46317434750944
0.015858405127091326
84.9734316849433
top5 , top10
top5 , top10
4star
Evergage
4.24
89
0
7%
= 100 reviews
= 100,000 employees
= 100,000 visitors

Evergage's real-time personalization and customer data platform (CDP) enables companies to leverage behavioral analytics and machine learning

2.4629267258571
0.023704559758700665
0.785497894799825
0
0.004654097156863759
24.41592622074269
top10
top5 , top10
Vue.ai
null
0
0
0%
= 100 reviews
= 100,000 employees
= 100,000 visitors

Automate all your processes with retail automation and AI-powered image search. Learn how Vue.ai can help and grow your business.

2
0
0
0
0
20
top10
top5 , top10
true
Matej Free trial available
null
0
0
0%
= 100 reviews
= 100,000 employees
= 100,000 visitors

68.09477680479627
68.72243920811098
0
72.98575433224975
3.86100452654042
62.44581517496374
top10
top5 , top10
4star
Adobe Target
3.95
32
3
0%
= 100 reviews
= 100,000 employees
= 100,000 visitors

65.80404975445823
66.72630711055862
0
70.98459689921386
0.02620084325345524
57.50373354955467
top10
top5 , top10
4star
Sailthru Experience Center
4.18
21
0
0%
= 100 reviews
= 100,000 employees
= 100,000 visitors

Sailthru is the first truly proactive marketing automation platform designed to optimize the digital experience for individual customers and for brand revenue

36.09421036543152
35.51480246399117
0
34.590215387224646
100
41.308881478394696
top10
top5 , top10
4star
IBM Watson Real-Time Personalization
4.00
2
100
0%
= 100 reviews
= 100,000 employees
= 100,000 visitors

Watson Real-Time Personalization helps digital marketers improve customer experience and makes personalization easier by learning through each interaction

91.85325797356754
94.00167166295
0.030210750954451887
100
0.02551134737836431
72.51753476912545
top10
top5 , top10
4star
Qubit Pro
4.41
100
0
0%
= 100 reviews
= 100,000 employees
= 100,000 visitors

Qubit Pro's enterprise-grade data processing and open ecosystem allow personalization to solve some of the biggest marketing and business challenges. Bring together multiple data sources in real-time to create contextual and relevant 1:1 personalizations.

82.51719710935514
83.58581348295826
10.87613277194662
88.57311485196284
0.02671796515977343
72.89964974692707
top5 , top10
top5 , top10
4star
Monetate Intelligent Personalization Engine
4.33
55
0
10%
= 100 reviews
= 100,000 employees
= 100,000 visitors

Monetate is the world's most trusted experience optimization and 1-to-1 personalization platform.

37.89634192024624
37.39202283358984
0
39.77874769530834
0
42.435213700153895
top10
top5 , top10
5star
Crab
4.60
2
0
0%
= 100 reviews
= 100,000 employees
= 100,000 visitors

65.43528102084233
67.11830322449246
10.87613277194662
71.05411833053408
0.03826702106754647
50.28808118799105
top5 , top10
top5 , top10
4star
Dynamic Yield
4.27
20
0
10%
= 100 reviews
= 100,000 employees
= 100,000 visitors

Dynamic Yield's Personalization Anywhere tech helps marketers increase revenue by individualizing each user's interactions across web, mobile and email.

63.46007688968616
63.98092006436317
0.09063487714679506
68.0588627568816
0.09566755266886616
58.77248831759314
top10
top5 , top10
4star
Episerver Digital Experience Cloud
4.09
20
0
0%
= 100 reviews
= 100,000 employees
= 100,000 visitors

An outstanding digital experience that simply works.

Popularity

Searches with brand name

These are the number of queries on search engines which include the brand name of the product. Compared to other product based solutions, recommendation engine is more concentrated in terms of top 3 companies' share of search queries. Top 3 companies receive 89% (11% more than average) of search queries in this area.

Web Traffic

Recommendation engine is a highly concentrated solution category in terms of web traffic. Top 3 companies receive 91% (13% more than average solution category) of the online visitors on recommendation engine company websites.

Satisfaction

Recommendation engine is highly concentrated in terms of user reviews. Top 3 companies receive 61% (3% more than average solution category) of the reviews on recommendation engine company websites. Product satisfaction tends to be slightly higher for more popular recommendation engine products. Average rating for top 3 products is 4.3 vs 4.2 for average recommendation engine product review.

Challengers Specialists Leader s Contenders Average Review Score Number of Reviews

Maturity

Number of Employees

Median number of employees that provide recommendation engine is 155 which is 95 more than the median number of employees for the average solution category.

In most cases, companies need at least 10 employees to serve other businesses with a proven tech product or service. 11 companies (37 less than average solution category) with >10 employees are offering recommendation engine. Top 3 products are developed by companies with a total of 501-1,000 employees. However, all of these top 3 companies have multiple products so only a portion of this workforce is actually working on these top 3 products.

IBM
adobe
episerver
Optimizely