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Personalization Software with Recommendations (2026) - Page 4

Last updated: March 2026

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152 software options

Sailthru logo

Marketing automation for media & publishing and retail.

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Sailthru by Zeta is a marketing automation software and multi-channel personalization tool that serves media and retail brands. The software allows you to personalize customer experiences on every channel, including email, website, and mobile.

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Tealium Customer Data Hub logo

Customer Data Hub

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Tealium helps brand marketers fuel real-time unified marketing initiatives and drive more profitable customer interactions across all digital touch points

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LiveRamp logo

The leading data collaboration partner

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LiveRamp is the leading data collaboration partner, empowering marketers and media owners to deliver and measure marketing performance everywhere it matters. LiveRamp seamlessly unites data to unlock deep insights, deliver transformational consumer experiences, and drive measurable growth.

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Conscia logo

Customer data platform and master data management software

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Conscia is a customer data platform designed to help businesses collect client data from multiple channels, apply segments to customer profiles, and share journey stages with other marketing applications in their ecosystem.

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Gainsight PX logo

Product experience analysis platform

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Gainsight PX is a cloud-based product experience platform designed to help businesses of all sizes analyze user experience (UX) and develop product adoption strategies for customers. Key features include feedback collection, audience segmentation, user retention metrics, and reporting.

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LiftIgniter logo

Web content personalization for publishers and retailers

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LiftIgniter is a cloud-based platform, designed to help publishers and online retailers personalize website content, mobile apps, emails, and push notifications through augmented intelligence technology. Key features include real-time recommendations, goal setting, data capture, and categorization.

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Voyado logo

Cloud-based customer experience platform

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Voyado is a cloud-based customer experience platform that helps retail brands create hyper-relevant shopping experiences, optimize customer loyalty, and drive business growth.

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Upsy logo

Cloud-based personalization tool for online shopping.

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Upsy Shopping Helper is a cloud-based personalization solution that helps small and midsize eCommerce businesses manage customer shopping experience via AI assistant. The platform utilizes artificial intelligence (AI) technology to optimize conversion rates and automate customer service. Upsy helps streamline online shopping via personalized guidance, product discovery, AI recommendations, promotions, and more.

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Dynamic Yield logo

Personalization & customer experience management

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Dynamic Yield is a personalization solution for omnichannel personalization, recommendations, optimization and messaging, across web, mobile, and email

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Adobe Target logo

UX researching tool

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Adobe Target is an intuitive and user-friendly UX researching tool. It was specifically created for targeting, AI testing, scaling automation and omnichannel marketing.

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Intellimize logo

Website personalization solution for B2B and ecommerce.

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Intellimize is an experience optimization and personalization SaaS platform that uses AI to dynamically personalize website experiences.

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BEYABLE logo

#1 CRO Platform

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Turn abandoning and hesitating visitors into customers by on-site behavioral targeting. Huge bunch of marketing scenarios and options available.

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Personalize.cc logo

Personalization Software

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Personalize your images, videos, and emails with ease, and better engage your users with Personalized content.

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Wrench.ai logo

Personalization AI to acquire, grow, and retain customers

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Wrench.AI is a personalization platform that distills complex data into painless human insights. We automate research and behavioral analytics for data-driven organizations that want to understand “Who” their audience is, “What” they care about, and “How” to serve them better.

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Experro logo

AI-Powered Product Discovery Built for eCommerce

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Experro is an AI-powered product discovery platform that enhances eCommerce with personalized search, merchandising, and recommendations. It helps brands increase conversions, boost AOV, and deliver smarter shopping experiences.

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Vandra logo

AI-enabled discount application for eCommerce brands

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4-click install, real-time conversion optimization. Improve your discount strategy and maximize revenue with Vandra's intent-based nudges.

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Qloo logo

Cloud-based AI personalization tool for consumer preferences

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Qloo is a cloud-based AI platform that helps businesses predict and personalize customer preferences and maintain data privacy.

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trbo logo

Personalization software for retail businesses

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trbo is a personalization software designed to help businesses in travel, fashion, beauty, retail, and other sectors focus on intelligent targeting, harnessing customers' data to display personalized products or service offers.

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Octane AI logo

Conversational AI platform for Shopify merchants

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Octane AI is an eCommerce solution designed to help Shopify and Shopify Plus merchants collect buyers’ insights to personalize cross-channel experiences. Administrators can capture the attention of visitors by allowing them to opt-in for email, SMS, and Facebook marketing campaigns via on-site pop-ups.

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BHuman logo

Personalization software

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BHuman.ai is an AI software that personalizes videos at scale by mimicking the viewers' faces and voices. Administrators can record short videos, connect data and generate personalized videos via cloning.

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Nosto logo

Personalized shopping experiences for e-commerce businesses

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Personalized marketing tools with emails, popups, Facebook ads, and product recommendations for e-commerce businesses

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Omnichannel Personalization logo

Omnichannel eCommerce recommendations & content optimization

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A series of excellence engagements that create velocity for our clients, maximizing the value of personalization and creating a differentiated customer experience in a highly integrated omni-channel retail environment.

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SiteSpect logo

Website optimization tool for retailers and developers

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SiteSpect is an AB testing software designed to help businesses test changes on custom websites, mobile devices, and other digital properties. The platform enables managers to analyze client-side look and feel to create personalized customer experiences and boost website engagement.

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Synerise logo

AI-driven Customer Data & Experience Platform (CDXP)

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Synerise, an AI-driven Customer Data & Experience Platform (CDXP), centralizes customer data to enhance marketing and engagement. Key strengths include real-time capabilities, advanced AI, quick setup, and personalized omnichannel experiences. Pay-as-you-go pricing available.

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Coveo Relevance Cloud logo

Artificial intelligence (AI)-enabled enterprise search tool

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Coveo Relevance Cloud is an artificial intelligence (AI)-enabled software designed to help businesses across manufacturing, healthcare, telecommunications, and other industries streamline enterprise search and knowledge management operations. It enables professionals to manage content filtering, agent responses, and customer service and support activities.

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