Personalization Engine
Personalization engines allow companies to personalize marketing, sales and other aspects of customer experience to optimize a company's relationship with each customer. If we take a website as an example, the layout, use of colors, messages on the page, promotions and products showcased on the page can be personalized to increase sales.
Since the 90s, it became clear that companies have the necessary capacity and technology to go beyond the traditional segmentation approaches that segmented customers into a few buckets. Today, companies universally aim to serve each customer with a customized approach designed to optimize the company's relationship with the customer.
Personalization pays off. For example, personalized recommendations account for 74% content watched on Netflix according to McKinsey&Company.
Personalization solutions typically leverage machine learning algorithms such as collaborative filtering which relies on the choices of similar individuals. Due to constraints of specific personalization applications such as scarcity of feedback, time sensitivity, managing a dynamic catalogue and a dynamic user base, companies test different approaches in this field including multi-armed bandits and other new approaches
To be effective, personalization solutions need to have access to data on the experiments performed and their results so they can improve based on the available data. To achieve this, personalization solutions integrate with analytics software as well as software that manages interaction with customers.
Personalization is also called individualization, one-to-one (1-1) marketing or segment of one. Personalization engines are also called personalization systems or personalization software
Compare Personalization Engines Results: 32
AIMultiple is data driven. Evaluate 32 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.
Acquia Lift
= 100 reviews 
= 100,000 employees 
= 100,000 visitors Understanding your customer should go beyond their location, clicks, and device.
15gifts
= 100 reviews = 100,000 employees = 100,000 visitors
Barilliance
= 100 reviews = 100,000 employees = 100,000 visitors eCommerce personalization tools for eCommerce including cart abandonment/retargeting emails and personalized product recommendations.
Oracle Maxymiser
= 100 reviews = 100,000 employees = 100,000 visitors From simple A/B to complex multivariate tests, Oracle Maxymiser's intuitive self-serve interface, advanced personalization tools, and robust insights make it easy.
RichRelevance
= 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
Optimizely
= 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
Evergage
= 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
OutreachPlus
= 100 reviews = 100,000 employees = 100,000 visitors OutreachPlus - Send Personalized Emails at Scale To Generate More Traffic and Sales
NEON-dX
= 100 reviews = 100,000 employees = 100,000 visitors
Quitsnap
= 100 reviews = 100,000 employees = 100,000 visitors QuitSnap is a set of powerful and easy to implement tools, designed to turn users, who are leaving your website into customers.
mode.ai
= 100 reviews = 100,000 employees = 100,000 visitors
4-Tell
= 100 reviews = 100,000 employees = 100,000 visitors
SiteSpect
= 100 reviews = 100,000 employees = 100,000 visitors Test your ideas, discover insights, and personalize the entire customer journey.
Aiva
= 100 reviews = 100,000 employees = 100,000 visitors
ZetaHub
= 100 reviews = 100,000 employees = 100,000 visitors The ZetaHub platform brings the power of our Marketing, Data and Experience Clouds to life in a single console.
AB Tasty
= 100 reviews = 100,000 employees = 100,000 visitors AB Tasty is an all-inclusive platform for conversion rate optimization, personalization, customer activation, and testing.
BrightInfo
= 100 reviews = 100,000 employees = 100,000 visitors The Algorithm That Is Changing Marketing. Cisco, HubSpot and Hosting.com use BrightInfo to increase their website conversions by up to 320%.
Yusp
= 100 reviews = 100,000 employees = 100,000 visitors Yusp is a next generation, real-time personalization engine having all product modules as defined by Gartner for various business models.
Boxever
= 100 reviews = 100,000 employees = 100,000 visitors
Sailthru Experience Center
= 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
Personyze
= 100 reviews = 100,000 employees = 100,000 visitors Personyze is an omnichannel website personalization solution with every tool you need to achieve an end-to-end personalized visitor experience
IBM Watson Real-Time Personalization
= 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
IgnitionOne Platform
= 100 reviews = 100,000 employees = 100,000 visitors
Automat
= 100 reviews = 100,000 employees = 100,000 visitors Connected conversations provide your consumers with guidance and expertise, not possible as part of a traditional self-service buying journey.
Qubit Pro
= 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.
Monetate Intelligent Personalization Engine
= 100 reviews = 100,000 employees = 100,000 visitors Monetate is the world's most trusted experience optimization and 1-to-1 personalization platform.
Dynamic Yield
= 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.
Episerver Digital Experience Cloud
= 100 reviews = 100,000 employees = 100,000 visitors An outstanding digital experience that simply works.
idio
= 100 reviews = 100,000 employees = 100,000 visitors
BloomReach
= 100 reviews = 100,000 employees = 100,000 visitors Bloomreach offers an open, java CMS and an AI-powered search and merchandising solution designed for businesses to boost conversions
NGDATA
= 100 reviews = 100,000 employees = 100,000 visitors Our next generation customer data platform captures data across all channels so enterprises have real-time insights to drive superior customer experiences.
NectarOM
= 100 reviews = 100,000 employees = 100,000 visitors We make it easy for enterprises to build, operate, and scale their customer's omnichannel personalization capability.
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, personalization engine is less concentrated in terms of top 3 companies' share of search queries. Top 3 companies receive 64% (14% less than average) of search queries in this area.
Web Traffic
Personalization engine is a less concentrated than average solution category in terms of web traffic. Top 3 companies receive 72% (6% less than average solution category) of the online visitors on personalization engine company websites.
Satisfaction
Personalization engine is highly concentrated in terms of user reviews. Top 3 companies receive 60% (2% more than average solution category) of the reviews on personalization engine company websites. Product satisfaction tends to be slightly higher for more popular personalization engine products. Average rating for top 3 products is 4.3 vs 4.2 for average personalization engine product review.
Maturity
Number of Employees
Median number of employees that provide personalization engine is 110 which is 50 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. 26 companies (22 less than average solution category) with >10 employees are offering personalization 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.