# Best Personalization Engines - Page 5 *By [Alanna Iwuh](https://research.g2.com/insights/author/alanna-iwuh)* Personalization engines, sometimes called digital personalization engines, analyze customer data collected from outside software or from customer behavior to curate and tailor customer experiences including automated marketing efforts, websites, and product recommendations. These tools automate the process of segmenting, testing, and distributing 1:1 marketing efforts, ensuring campaigns are effective and memorable. Personalization engines are often a feature of tools utilized by marketing teams. They are often built into or integrate with [customer data platforms (CDP)](https://www.g2.com/categories/customer-data-platform-cdp) and [digital experience platforms (DXP)](https://www.g2.com/categories/digital-experience-platforms-dxp). They also work closely with [content experience software](https://www.g2.com/categories/content-experience) and [A/B testing software](https://www.g2.com/categories/a-b-testing) to create a full, personalized content creation and distribution cycle. Personalization engines overlap with [e-commerce personalization software](https://www.g2.com/categories/e-commerce-personalization) in that both aim to tailor presented content to buyers; however, the former is a more generalized engine while the latter can only be used in e-commerce contexts. To qualify for inclusion in the Personalization Engine category, a product must: - Consolidate customer data across customer experience channels - Create and deliver personalized customer experiences through multiple channels - Allow users to create custom personalizations - Utilize machine learning, segmentation, and A/B testing to create customer profiles ## How Many Personalization Engines Products Does G2 Track? **Total Products under this Category:** 150 ### Category Stats (May 2026) - **Average Rating**: 4.44/5 - **New Reviews This Quarter**: 152 - **Buyer Segments**: Mid-Market 43% │ Small-Business 28% │ Enterprise 28% - **Top Trending Product**: Syntasa (+0.057) *Last updated: May 18, 2026* ## How Does G2 Rank Personalization Engines Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 23,400+ Authentic Reviews - 150+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## Which Personalization Engines Is Best for Your Use Case? - **Leader:** [Insider One](https://www.g2.com/products/insider-one/reviews) - **Highest Performer:** [D·engage](https://www.g2.com/products/d-engage/reviews) - **Easiest to Use:** [Insider One](https://www.g2.com/products/insider-one/reviews) - **Top Trending:** [D·engage](https://www.g2.com/products/d-engage/reviews) - **Best Free Software:** [Braze](https://www.g2.com/products/braze/reviews) --- **Sponsored** ### Saleswings SalesWings is an AI-powered revenue acceleration platform that helps marketing, sales, and emerging agentic teams make every engagement timely, relevant, and impactful. It provides a holistic, first-party view of buyer interests, intent, and sales-readiness across leads and accounts, and is purpose-built to complement B2C marketing clouds with the missing “B2B layer.” Built for Salesforce-centric stacks and adjacent engagement tools, SalesWings delivers best-in-class native integrations with Salesforce Sales Cloud, Marketing Cloud (all editions), Data Cloud and Agentforce, plus Braze, Segment, and others—so insights land where teams already work. It is a certified Salesforce ISV and Braze Alloys partner. Core capabilities include rich behavioral data collection, lead/account scoring (point-based, predictive, and fit/grading), interest tagging, real-time sales alerts (email/Slack/browser), an AI sales assistant for next-best actions, and CRM-native attribution and campaign impact reporting. SalesWings Interactions adds high-performing, behaviorally targeted on-site pop-ups to capture and qualify demand without heavy ops lift. Who benefits: Demand gen and marketing operations improve audience targeting, channel ROI, and attribution; SDR/BDR teams boost speed-to-lead and conversion with prioritized lists and alerts; Sales operations orchestrate cleaner hand-offs; AEs gain account-level interest maps to expand deal size and timing. Differentiation: Versus Salesforce Einstein Lead Scoring, SalesWings adds native first-party behavioral signals, actionable interest areas (not just a number), real-time alerts, and MAP activation inside Salesforce Marketing Cloud and Braze. Against 6sense and Demandbase, SalesWings stays lightweight—no third-party intent/data credits or DSP to run—while deepening first-party signal activation inside SFMC/Braze and Salesforce. Compared with Qualified, SalesWings augments existing journeys with scoring, tags, and Interactions rather than replacing them with an autonomous AI SDR. Outfunnel focuses on sync and rules-based scoring; SalesWings provides AI assistance, CRM-native attribution, and on-site engagement. Why it matters now: For teams running Salesforce/Braze who need B2B precision without stack sprawl, SalesWings offers faster time-to-value, lower change-management, and decision-grade reporting—power with simplicity, embedded where revenue work happens. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1673&secure%5Bdisplayable_resource_id%5D=495&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=1674&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=27744&secure%5Bresource_id%5D=1673&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fpersonalization-engines&secure%5Btoken%5D=cb05a666598a4f7deb39d10305d0d9677e8e09facf7ee1600cd0f9a18175b31b&secure%5Burl%5D=https%3A%2F%2Fwww.saleswingsapp.com&secure%5Burl_type%5D=company_website) --- ## What Are the Top-Rated Personalization Engines Products in 2026? ### 1. [RAEK](https://www.g2.com/products/raek/reviews) THE EASIEST WAY TO COLLECT AND UTILIZE FIRST-PARTY DATA - One tool to collect, organize and utilize your first-party data, so you can turn more visitors into buyers. **Average Rating:** 3.5/5.0 **Total Reviews:** 1 **How Do G2 Users Rate RAEK?** - **Customer Profiles:** 6.7/10 (Category avg: 8.6/10) - **Contextual Targeting:** 8.3/10 (Category avg: 8.8/10) - **Behavioral Targeting:** 8.3/10 (Category avg: 8.8/10) **Who Is the Company Behind RAEK?** - **Seller:** [RAEK](https://www.g2.com/sellers/raek) - **Year Founded:** 2020 - **HQ Location:** Liberty Lake, US - **LinkedIn® Page:** https://www.linkedin.com/company/65371560 (9 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business ### 2. [Relewise](https://www.g2.com/products/relewise/reviews) Relewise is an AI-powered platform that builds personalization into your ecommerce strategy by delivering unique digital user experiences across B2C and B2B. Our single-index architecture lets Relewise process behavioral signals and contextual data to generate AI-driven insights at scale, delivering intelligent search results and recommendations in milliseconds. Through a consumption-based model, Relewise adapts to your business needs, paying only for the personalized experience your users expect. We keep it real—no hot air, just straight talk and a determination to build something better. Personalize. Connect. Relewise. **Average Rating:** 4.8/5.0 **Total Reviews:** 4 **How Do G2 Users Rate Relewise?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.2/10) - **Customer Profiles:** 8.3/10 (Category avg: 8.6/10) - **Contextual Targeting:** 10.0/10 (Category avg: 8.8/10) - **Behavioral Targeting:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Relewise?** - **Seller:** [Relewise](https://www.g2.com/sellers/relewise) - **Year Founded:** 2020 - **HQ Location:** Aarhus C, DK - **LinkedIn® Page:** https://www.linkedin.com/company/relewise (29 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Mid-Market, 25% Small-Business #### What Are Relewise's Pros and Cons? **Pros:** - Customer Support (2 reviews) - Ease of Use (2 reviews) - Easy Integrations (2 reviews) - Implementation Ease (2 reviews) - Recommendations System (2 reviews) **Cons:** - Learning Curve (2 reviews) - Required Training (2 reviews) - Complex Setup (1 reviews) - Complex Usage (1 reviews) - Difficult Learning (1 reviews) ### 3. [Sendlio](https://www.g2.com/products/sendlio/reviews) Sendlio empowers marketers and software developers to automate personalized messages to dynamic audiences over email, text and voice at a fraction of the cost of other enterprise engagement platforms. Sendlio is an Omnichannel automated marketing platform, that gives marketers and businesses powerful tools to create dynamic automated marketing campaigns. Easily create automations across SMS, email and voice (using your Twilio, Mailgun or AWS SES accounts). Test unlimited versions of your automations with multivariate testing. Connect directly to your data sources, use the Sendlio API or embed a javascript snippet in your website or SaaS application to integrate. Sendlio can take the transactional messaging accounts you already have an supercharge them, giving you power to fully engage your audience, increase conversion rates and make data-driven decisions. Engage your customers with relevant and timely messaging and create new strategies to help your business thrive! **Average Rating:** 5.0/5.0 **Total Reviews:** 1 **Who Is the Company Behind Sendlio?** - **Seller:** [Cannesis Group](https://www.g2.com/sellers/cannesis-group) - **Year Founded:** 2022 - **HQ Location:** Ahmedabad, US - **LinkedIn® Page:** http://www.linkedin.com/company/sendlio (1 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business ### 4. [White Label Loyalty](https://www.g2.com/products/white-label-loyalty/reviews) We are a data driven technology platform that helps businesses increase revenue and retention by understanding, predicting and influencing customer behaviour. 75% of loyalty programs fail and our mission at White Label Loyalty is to solve this problem. White Label Loyalty is a flexible cloud-based loyalty platform that empowers businesses to increase their revenue by understanding, engaging and retaining their customers. Our API-first solution resolves 3 key problems, due to which most loyalty programs fail. Firstly, the platform makes loyalty digital and mobile, which decreases friction in customer engagement. Secondly, our top of the class loyalty engine allows businesses to reward any customer activity chosen, not just transactions. This is important as it helps to strengthen customer relationships and hence increase customer retention. Lastly, our platform allows seamless integration with key business systems. Consequently, it is much easier to run data-driven loyalty programs, personalise rewards and achieve customer satisfaction. With multiple years of experience (in various industries and use cases), and having created an API-first product, White Label Loyalty is able to provide unique value propositions that will increase your customer loyalty and retention. For instance,Dubai Holding wanted to offer a frictionless, digital-first experience to users while integrating with a wide range of businesses.Once approached, White Label Loyalty developed a first-of-its-kind rewards program revolutionising loyalty in the Middle East, Tickit. Our end-to-end solution included the back-end loyalty platform and branded mobile app. The program brought user-friendly card-linking technology with both Visa & Mastercard to the UAE for the first time. The result? Tickit quickly became 2nd largest loyalty program in the UAE, as it had instant uptake with thousands of signups in the first month. Powered by our robust event-based loyalty engine, we were able to provide a seamless experience for earning and redeeming rewards. We have helped brands like Burger King, Dubai Holding, Pepsico, Nets, Wesleyan, SKB Bank, Biscuit, Wavin, and Akzo Nobel unlock customer loyalty and retention. We’ll help you get the data you need to build deeper relationships with customers that drive long-term growth and retention – at scale. **Average Rating:** 4.0/5.0 **Total Reviews:** 11 **How Do G2 Users Rate White Label Loyalty?** - **Has the product been a good partner in doing business?:** 7.7/10 (Category avg: 9.2/10) - **Customer Profiles:** 10.0/10 (Category avg: 8.6/10) - **Contextual Targeting:** 10.0/10 (Category avg: 8.8/10) - **Behavioral Targeting:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind White Label Loyalty?** - **Seller:** [White Label Loyalty](https://www.g2.com/sellers/white-label-loyalty) - **Year Founded:** 2015 - **HQ Location:** Leeds, GB - **Twitter:** @whitelabelloyal (1,884 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/whitelabel-loyalty/ (32 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 82% Enterprise, 18% Small-Business ### 5. [Active Content](https://www.g2.com/products/active-content/reviews) Active Content enables marketers to create visually compelling dynamic content by seamlessly drawing data from multiple data silos like - CRM, CDP, recommendation engines, third-party APIs, and more. Marketers can create numerous variations of hyper-personalized content at scale, and deliver across channels like email, WhatsApp, and SMS. This enhances customer experience, thereby boosting conversions. Through its no-code, drag-and-drop editor, marketers can build, customize, and deploy content effortlessly, reducing IT dependency and accelerating time-to-market. Why are marketers choosing Active Content? • Faster campaign setup with automated, real-time content updates. • Increased engagement via personalized content for each interaction. • Enhanced ROI from omnichannel reach and agile marketing capabilities. **Who Is the Company Behind Active Content?** - **Seller:** [Algonomy](https://www.g2.com/sellers/algonomy) - **Year Founded:** 2004 - **HQ Location:** San Francisco, California, United States - **Twitter:** @WeAreAlgonomy (12,486 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/algonomysoftware/ (446 employees on LinkedIn®) ### 6. [Acxiom Real-Time Personalization](https://www.g2.com/products/acxiom-real-time-personalization/reviews) Acxiom Real-Time Personalization enables you to vary the value proposition of your products and services based on the recipients as they interact with your brand—whether on a website, mobile application, call center or in person. It enables you to emphasize messaging that resonates with people based on their activities, interests, and opinions **Who Is the Company Behind Acxiom Real-Time Personalization?** - **Seller:** [Acxiom](https://www.g2.com/sellers/acxiom) - **Year Founded:** 1969 - **HQ Location:** Conway, Arkansas, United States - **Twitter:** @Acxiom (18,114 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/acxiom (3,871 employees on LinkedIn®) - **Ownership:** NASDAQ: ACXM ### 7. [Algonomy Omni-channel Personalization Suite](https://www.g2.com/products/algonomy-omni-channel-personalization-suite/reviews) Algonomy (previously Manthan-RichRelevance) is a global leader in algorithmic customer engagement powering digital first strategies for retailers and brands. With industry-leading retail expertise connecting demand to supply with a real-time customer data platform as the foundation, Algonomy enables 1:1 omnichannel personalization, customer journey orchestration and customer analytics. Headquartered in San Francisco and Bangalore, our global presence spans over 20 countries. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 **Who Is the Company Behind Algonomy Omni-channel Personalization Suite?** - **Seller:** [Algonomy](https://www.g2.com/sellers/algonomy) - **Year Founded:** 2004 - **HQ Location:** San Francisco, California, United States - **Twitter:** @WeAreAlgonomy (12,486 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/algonomysoftware/ (446 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business ### 8. [Alter](https://www.g2.com/products/alter-2019-04-09/reviews) Alter helps you grow your business and increase website conversions by allowing you to personalize content for your visitors based on their interests. **Who Is the Company Behind Alter?** - **Seller:** [Alter](https://www.g2.com/sellers/alter) - **HQ Location:** N/A - **Twitter:** @Alter_ (1,833 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 9. [Appier AIRIS (formerly Woopra)](https://www.g2.com/products/appier-airis-formerly-woopra/reviews) Woopra is a Customer Journey Analytics solution that is redefining how companies understand, analyze, engage and retain their customers. The platform is designed to fuel optimization and growth throughout the entire customer lifecycle. Leveraging individual-level data to aggregate analytics reports for full lifecycle insights that bridge departmental gaps. Woopra’s proprietary tracking technology tracks usage across your website, product and mobile applications. In addition, the platform offers 51+ one-click integrations with partners such as Salesforce, Marketo, Intercom and Segment to seamlessly unify disparate data points across tools and teams. As data flows into Woopra, People Profiles reveal a full behavioral history for each user, from their first touch to conversion and beyond. Making every engagement an opportunity to create more personalized experiences and support. Advanced analytics features include non-linear Customer Journeys, Trends and Retention reports powered by consolidated data. Translating numbers into people and opening entirely new views of the who, the what and the how in your data. Finally, Woopra's Triggers empower teams to take real-time action on their data. Automatically personalize page content, trigger a chat message, enrolls segments drip campaigns, update a lead status or customize a promotion with zero latency. Combined with powerful behavioral and demographic data, companies are able to deliver personalized experiences through the right channel, at the right time. With more than 200,000 users and 1,000 innovative customers across the world, Woopra provides the first unified analytics solution that is used by SaaS, eCommerce and On-Demand services for understanding, engaging and connecting with customers through data. **Average Rating:** 4.4/5.0 **Total Reviews:** 197 **How Do G2 Users Rate Appier AIRIS (formerly Woopra)?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.2/10) **Who Is the Company Behind Appier AIRIS (formerly Woopra)?** - **Seller:** [Appier](https://www.g2.com/sellers/appier) - **Year Founded:** 2012 - **HQ Location:** Taipei, Taiwan - **Twitter:** @GoAppier (1,231 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/appier/ (864 employees on LinkedIn®) - **Ownership:** TYO: 4180 **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 53% Small-Business, 34% Mid-Market #### What Are Appier AIRIS (formerly Woopra)'s Pros and Cons? **Pros:** - Ease of Use (2 reviews) - Intuitive (2 reviews) - AI Integration (1 reviews) - Analytics (1 reviews) - Capabilities (1 reviews) **Cons:** - Complexity (2 reviews) - Steep Learning Curve (2 reviews) - Bug Issues (1 reviews) - Complex Setup (1 reviews) - Complex Usability (1 reviews) ### 10. [Apxor](https://www.g2.com/products/apxor/reviews) Apxor is a pioneering no-code digital nudging platform, designed for product and growth teams of consumer apps and websites to help increase retention and revenue. Apxor helps in enhancing user experience and engagement through contextual feature discovery and education. This enables products to onboard and activate users quickly, and create contextual guidance which minimizes funnel drop-offs. Apxor’s technology centers around intelligent user engagement solutions. It provides features like Picture-In-Picture Videos, Tooltips, Coachmarks, Badges, Walkthroughs, Micro surveys and more, which are aimed at enhancing user onboarding, feature discovery, and overall app engagement. Apxor nudges are reaching more than 20 million users every day. Apxor is trusted by Unicorn brands like Dream11, Vedantu, Porter and enterprises like GCash, ICICI bank and more, to improve their in-app experience, and increase retention and revenue. **Average Rating:** 4.4/5.0 **Total Reviews:** 14 **How Do G2 Users Rate Apxor?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.2/10) **Who Is the Company Behind Apxor?** - **Seller:** [Apxor Technologies Pvt Ltd](https://www.g2.com/sellers/apxor-technologies-pvt-ltd) - **Year Founded:** 2015 - **HQ Location:** Hyderabad, Telangana - **Twitter:** @apxormobile (141 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/apxor/ (49 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 57% Small-Business, 21% Enterprise ### 11. [Atomic.io](https://www.g2.com/products/atomic-io/reviews) Deliver the next generation of customer experience, right inside your app. Atomic.io is your in-app customer engagement tool, allowing you to quickly send hyper-personalised, actionable messages to your customers inside your most secure channel – your app. With a 94% read rate and 14x higher conversion rates than email, Atomic.io is proven to boost customer engagement. We're powering in-app engagement for some of the biggest brands, like ANZ, Westpac, Movember, Foodstuff, Fisher funds, BNZ, and Kiwi Bank. Atomic.io is easily integrated into your existing Salesforce Marketing Cloud Journey Builder, allowing you to easily send in-app action cards from your journey canvas. With Atomic.io, you can: - Cut customer service costs with self-service actions in message - Collect valuable customer information and feedback - Send actionable alerts and approvals - Create smooth onboarding processes - Increase customer loyalty - Educate customers on tips, tricks, and investment advice **Average Rating:** 4.6/5.0 **Total Reviews:** 4 **How Do G2 Users Rate Atomic.io?** - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.2/10) **Who Is the Company Behind Atomic.io?** - **Seller:** [Atomic.io](https://www.g2.com/sellers/atomic-io) - **Year Founded:** 2014 - **HQ Location:** Wellington, NZ - **LinkedIn® Page:** https://www.linkedin.com/company/atomic-io (22 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 75% Mid-Market, 25% Enterprise ### 12. [Attraqt](https://www.g2.com/products/attraqt/reviews) Attraqt powers exceptional shopping experiences for over 300 of the world’s leading brands and retailers, with Search, Merchandising and Personalization solutions.  Attraqt optimizes ecommerce site performance through a set of API-enabled, algorithm-driven, intelligent SaaS services. Ultimately ensuring individualized and connected micro-experiences that support product discovery from inspiration to purchase, and beyond. The platform is embedded with AI to unify and empower all key customer journey stakeholders, enabling business, data and technical teams to successfully leverage existing ecommerce technology investments.  Our AI models perform in real-time whilst allowing clients to integrate their own algorithms. This helps to build and act on true personalization strategies to create differentiated experiences at scale, so our customers can exceed the expectations of today’s shopper, while reaching commercial goals.  Attraqt is publicly listed on LSE: AIM and headquartered in London, with offices in Amsterdam, Chicago, Paris, Sofia, Hamburg and Sydney. **Average Rating:** 4.3/5.0 **Total Reviews:** 4 **How Do G2 Users Rate Attraqt?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.2/10) **Who Is the Company Behind Attraqt?** - **Seller:** [Attraqt Group](https://www.g2.com/sellers/attraqt-group) - **Year Founded:** 2001 - **HQ Location:** Denver, Colorado, United States - **Twitter:** @ATTRAQT (1,273 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/crownpeak-technology/ (242 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Small-Business, 25% Enterprise ### 13. [Batch](https://www.g2.com/products/batch/reviews) Batch is a modern Customer Engagement Platform built for CRM teams seeking greater efficiency, agility, and autonomy in orchestrating their omnichannel campaigns (email, SMS, push notifications, in-app messages, landing pages, Ads, WhatsApp, RCS, etc.). Designed as a no-code solution, it’s the only CEP that combines a seamless interface, intelligent segmentation, an interactive journey builder, all messaging channels, and built-in analytics. With Batch, marketers can independently create, launch, and monitor personalized campaigns — simple or complex — without relying on engineering teams, even for anonymous audiences. The platform is powered by a high-performance, modern data foundation: it connects natively to Snowflake/BigQuery environments or composable CDPs, and consolidates multiple tools into one — campaign orchestrator, email and mobile router, and data platform — while delivering a user experience built for simplicity and performance. With Batch, marketing teams benefit from a sovereign, high-impact platform and expert support to take back control of customer engagement, accelerate CRM cycles, and generate more value with less complexity. With offices in France and Germany, Batch supports over 400 clients across 25 countries — Le Monde, La Redoute, Oscaro, Lacoste, Manomano, SNCF Connect, Tagesspiegel, Sky, Leclerc, Intermarché, Rewe, Lidl, Le Point, Sephora, BVG, Leboncoin, Mobile.de, dm-drogerie markt. **Average Rating:** 4.6/5.0 **Total Reviews:** 40 **How Do G2 Users Rate Batch?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.2/10) **Who Is the Company Behind Batch?** - **Seller:** [Batch](https://www.g2.com/sellers/batch) - **Year Founded:** 2015 - **HQ Location:** Paris, lle-de-France - **Twitter:** @batch (1,927 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/batch-com/ (125 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Leisure, Travel & Tourism - **Company Size:** 46% Enterprise, 41% Mid-Market #### What Are Batch's Pros and Cons? **Pros:** - Customer Support (8 reviews) - Ease of Use (5 reviews) - Helpful (5 reviews) - Business Enhancement (3 reviews) - Intuitive (3 reviews) **Cons:** - Missing Features (2 reviews) - Dashboard Issues (1 reviews) - Difficult Setup (1 reviews) - Feature Improvements (1 reviews) - Integration Difficulty (1 reviews) ### 14. [Beakon](https://www.g2.com/products/norkon-beakon/reviews) Data-driven reader personalization for financial news. Beakon powers advanced reader personalization – transforming financial news consumption into a more relevant, individual experience. Through adaptive AI personalization driven by reader signals, it connects users to the insights most aligned with their interests, portfolio focus, and engagement behaviour. Beakon also provides the base for "liquid content" by continuously analysing raw signals – market data, company disclosures, press releases, editorial content and more – to identify and rank events as they happen. Benefits for financial news publishers: Personalize: Transform financial content into dynamic, habit-forming reader experiences by unlocking the full value of first-party data Activate: Entice visitors to register, re-engage users through daily relevance, and convert subscribers with indispensable content. Drive Revenue: Activate personalised content within your brand’s editorial voice, and monetise it according to your business model. Beakon supports both ad-driven and subscription-driven revenue strategies. **Who Is the Company Behind Beakon?** - **Seller:** [Norkon](https://www.g2.com/sellers/norkon) - **Year Founded:** 2016 - **HQ Location:** Oslo, NO - **LinkedIn® Page:** https://www.linkedin.com/company/norkon (32 employees on LinkedIn®) ### 15. [Big Sur AI](https://www.g2.com/products/big-sur-ai/reviews) Big Sur AI is an advanced e-commerce platform designed to transform online shopping by providing personalized, real-time assistance through its AI Sales Agent. This 24/7 virtual assistant engages with customers in natural language, offering tailored product recommendations and instant answers to complex queries, effectively replicating the in-store shopping experience in the digital realm. **Who Is the Company Behind Big Sur AI?** - **Seller:** [Big Sur AI](https://www.g2.com/sellers/big-sur-ai) - **Year Founded:** 2023 - **HQ Location:** Mountain View, US - **LinkedIn® Page:** https://www.linkedin.com/company/big-sur-ai/ (14 employees on LinkedIn®) ### 16. [BSI Customer Suite](https://www.g2.com/products/bsi-customer-suite/reviews) BSI Customer Suite is an AI-powered Customer Relationship Management (CRM) and Customer Experience (CX) platform designed to help businesses attract, engage, and retain customers. Developed in Europe, it integrates sales, marketing, and service functions while ensuring data security and compliance. The platform leverages artificial intelligence to automate tasks, provide real-time insights, and personalize customer interactions across multiple channels. Key Features and Functionality: - Core CRM & 360° Customer View: Offers a unified profile of customers, including history, interactions, and touchpoints, supporting long-term relationship management. - AI & Automation: Incorporates over 70 AI models and agents to automate tasks, generate recommendations, and enable hyper-personalization across channels. - Customer Data Platform (CDP): Breaks down data silos to create a single source of truth for customer data, ensuring GDPR-compliant data handling and governance. - Customer Experience & Journeys: Allows design and automation of omnichannel journeys, orchestrating appointments, video consultations, digital signing, and contextual communications in real time. - Customer Engagement: Supports online appointment scheduling, AI-supported video consulting (with transcription and sentiment analysis), and legally compliant digital signature workflows. - Enterprise Integration Platform (EIP): Provides a low-code, scalable integration layer for connecting internal systems and third-party services, simplifying interface management and enterprise-scale integration. - BSI Elements (Industry Packs): Offers pre-configured industry-specific templates, use cases, and process knowledge to accelerate rollouts and deliver compliant best practices quickly. - Analytics & Customer Insight: Includes built-in analytics for pattern detection, campaign measurement, KPIs, and operational dashboards to act on insights immediately. - Security & Compliance: Focuses on European security standards, GDPR compliance, and regulatory alignment for sectors like banking and insurance. - Extensibility & Ecosystem: Features partner integrations, add-ons, and a vendor channel with training and academy support for implementation and user adoption. Primary Value and Solutions Provided: BSI Customer Suite addresses the need for cohesive customer data management and streamlined customer-facing workflows. By integrating AI-driven automation and real-time insights, it helps organizations reduce manual effort, improve response times, and deliver personalized customer experiences. The platform's modular design and industry-specific configurations enable businesses to tailor solutions to their unique requirements, ensuring scalability and compliance. Ultimately, BSI Customer Suite empowers companies to build and maintain strong, long-term customer relationships, enhancing overall customer value. **Who Is the Company Behind BSI Customer Suite?** - **Seller:** [BSI Business Systems Integration](https://www.g2.com/sellers/bsi-business-systems-integration) - **Year Founded:** 1996 - **HQ Location:** Baden, CH - **LinkedIn® Page:** https://www.linkedin.com/company/41907 (660 employees on LinkedIn®) ### 17. [CDP Personalization](https://www.g2.com/products/cdp-personalization/reviews) Fibr AI enables marketers to personalize landing pages for each target account at scale without code. By uploading a CSV, users can automatically generate AI-powered, tailored pages and visually edit them with a no-code editor. The platform supports bulk creation, fast performance, SEO-safe content delivery, and easy A/B testing. Marketers have seen up to 55% higher conversion rates and reduced CAC across industries like ecommerce, BFSI, telecom, and health insurance. Fibr helps drive better engagement, conversions, and ROI through seamless, account-specific web personalization. **Who Is the Company Behind CDP Personalization?** - **Seller:** [Fibr AI](https://www.g2.com/sellers/fibr-ai) - **Year Founded:** 2022 - **HQ Location:** Dover, US - **Twitter:** @fibr_ai (810 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/fibrai (42 employees on LinkedIn®) ### 18. [eGain Offers](https://www.g2.com/products/egain-offers/reviews) eGain Offers™ helps businesses engage visitors on the company website and Facebook fan pages with proactive, targeted offers. Using browsing behavior and other attributes, the solution anticipates visitor need and proactively serves a targeted offer. **Who Is the Company Behind eGain Offers?** - **Seller:** [eGain](https://www.g2.com/sellers/egain) - **Year Founded:** 1997 - **HQ Location:** Sunnyvale, CA - **Twitter:** @eGain (2,497 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/8084/ (780 employees on LinkedIn®) - **Ownership:** NasdaqCM:EGAN ### 19. [Flybits](https://www.g2.com/products/flybits/reviews) Flybits is a contextual engagement platform designed for financial institutions that enables enterprises to unify disparate data sources and orchestrate personalized, real-time digital experiences. It functions as a central intelligence layer that interprets data signals, such as user behavior, location, and life events - to determine the optimal timing and intent for customer interactions. Unlike broad marketing automation tools, the software is engineered specifically for regulated environments, allowing organizations to leverage sensitive customer data securely without compromising privacy or compliance standards. The solution helps digital product and marketing teams move beyond generic notifications by transforming raw data into "context." This capability allows for the delivery of highly relevant content, such as financial advice, product recommendations, or service alerts, directly to the user's preferred channel at the moment of highest impact. By sitting between data repositories and customer-facing channels, Flybits allows banks to operationalize their data assets to increase digital engagement and customer lifetime value without requiring a complete infrastructure overhaul. Key features and capabilities of the Flybits platform include: Unified Data Orchestration: Connects to proprietary and third-party data streams to build a comprehensive view of customer context, integrating seamlessly with existing mobile apps and web portals. Privacy-Preserved Activation: Utilizes tokenization and strict data governance protocols to ensure that sensitive information is activated for personalization while remaining secure and compliant with banking regulations like SOC2 and ISO. Real-Time Journey Creation: Provides pre-built templates and low-code workflows that enable teams to launch and update complex, multi-channel customer journeys efficiently, reducing reliance on IT resources. Contextual Intelligence: Applies advanced logic to predict user intent and filter out irrelevant noise, ensuring engagements are timely and value-driven rather than purely transactional. By bridging the gap between data science and digital delivery, Flybits empowers enterprises to provide helpful, predictive experiences that foster trust and long-term loyalty. **Who Is the Company Behind Flybits?** - **Seller:** [Flybits](https://www.g2.com/sellers/flybits) - **Year Founded:** 2013 - **HQ Location:** Toronto, CA - **LinkedIn® Page:** https://www.linkedin.com/company/flybits (67 employees on LinkedIn®) ### 20. [Idiopage](https://www.g2.com/products/idiopage/reviews) Idiopage helps to personalizes text, images, calls-to-action and social proof to match visitors based on the information available about them. **Who Is the Company Behind Idiopage?** - **Seller:** [Idiopage](https://www.g2.com/sellers/idiopage) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 21. [Innervate](https://www.g2.com/products/innervate/reviews) Innervate, the Dynamic Content Orchestration Company, delivers a plug-and-play platform that allows organizations to orchestrate unlimited dynamic content use cases seamlessly across any channel, using their existing systems and teams. With Innervate’s Dynamic Content Orchestration, it’s simple to get started, simple to scale and simple to succeed. Customers get modern dynamic content use cases to market faster with Innervate’s open network architecture that easily connects systems and data sources, without requiring coding. Organizations quickly innovate unlimited dynamic content across channels, using existing systems, data sources and teams. Ultimately, customers grow a portfolio of dynamic content orchestration, enriched by the data and systems they’ve already invested in and networked. Welcome to the era of plug-and-play dynamic content. **Who Is the Company Behind Innervate?** - **Seller:** [Innervate](https://www.g2.com/sellers/innervate) - **HQ Location:** San Carlos, US - **LinkedIn® Page:** https://www.linkedin.com/company/innervatecx (74 employees on LinkedIn®) ### 22. [Intent Segments](https://www.g2.com/products/intent-segments/reviews) Intent Segments by Made With Intent is a predictive customer segmentation platform designed to enhance ecommerce performance by understanding and targeting visitor intent. By analyzing over 250 behavioral signals in real-time, it categorizes visitors into specific segments based on their buying stage, intent, and behavior. This enables retailers to deliver personalized experiences, optimize marketing strategies, and improve conversion rates by aligning with how customers truly shop. **Who Is the Company Behind Intent Segments?** - **Seller:** [Made With Intent](https://www.g2.com/sellers/made-with-intent) - **Year Founded:** 2023 - **HQ Location:** Remote, GB - **LinkedIn® Page:** https://www.linkedin.com/company/madewithintent (21 employees on LinkedIn®) ### 23. [Jacquard](https://www.g2.com/products/jacquard/reviews) Jacquard is purpose-built tooling for on-brand messaging that resonates wherever people are. Calibrated by language experts and producing trusted content at speed and scale, Jacquard helps leading global brands drive sustained brand affinity by harnessing the benefits of generative AI. **Average Rating:** 4.4/5.0 **Total Reviews:** 23 **How Do G2 Users Rate Jacquard?** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.2/10) **Who Is the Company Behind Jacquard?** - **Seller:** [Jacquard](https://www.g2.com/sellers/jacquard) - **Company Website:** https://www.jacquard.com/ - **Year Founded:** 2015 - **HQ Location:** London, London - **Twitter:** @Jacquard_Group (11 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/jacquard-group/about/ (59 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 52% Small-Business, 24% Enterprise #### What Are Jacquard's Pros and Cons? **Pros:** - Ease of Use (3 reviews) - Accuracy (2 reviews) - Features (2 reviews) - Time-saving (2 reviews) - Automation (1 reviews) **Cons:** - Adjustment Issues (1 reviews) - Difficult Learning (1 reviews) - Difficult Setup (1 reviews) - Expensive (1 reviews) - Inaccuracy (1 reviews) ### 24. [LoopX by Niti AI](https://www.g2.com/products/loopx-by-niti-ai/reviews) Niti AI empowers businesses to drive in-product growth through its cutting-edge AI. Niti AI automates the design, development, and deployment of growth campaigns, enabling growth teams to focus on strategy and achieve significant results with minimal engineering resources. By integrating seamlessly with existing systems and data, Niti AI helps businesses optimize user engagement, increase key metrics, and accelerate growth. **Who Is the Company Behind LoopX by Niti AI?** - **Seller:** [Niti AI](https://www.g2.com/sellers/niti-ai) - **Year Founded:** 2022 - **HQ Location:** Bengaluru, IN - **LinkedIn® Page:** https://www.linkedin.com/company/nitiai/ (14 employees on LinkedIn®) ### 25. [maya.ai](https://www.g2.com/products/maya-ai/reviews) Crayon data is a leading provider of AI-led revenue acceleration solutions for large enterprises across the Banking, Fintech, and Travel industries. We do this via our flagship platform, maya.ai. maya.ai helps enterprises create and capture sustainable revenue streams by unlocking the value of data. Its capability to exploit data insights, conceive hyper-relevant engagements, and connect enterprises to a merchant ecosystem is driven by four modules that work individually and together as well: 1. Data as a Service (DaaS) 2. Recommendation as a Service (RaaS) 3. Customer Experience as a Service (CXaaS) 4. Marketplace as a Service (MaaS) maya.ai combines the four modules to create bespoke solutions for Enterprises such as · Launch marketplaces, both lifestyle as well as B2B marketplaces · Recommend financial and non-financial products, · Create and grow digital wallets · Craft personalized travel itineraries · Deliver personal travel concierge services · Accelerate B2B sales Since its inception, Crayon has onboarded more than 127 million customers with more than US$130 billion worth of portfolio spends across the Asia Pacific and the Middle East. **Who Is the Company Behind maya.ai?** - **Seller:** [Crayon Data](https://www.g2.com/sellers/crayon-data) - **Year Founded:** 2012 - **HQ Location:** Singapore, Singapore - **Twitter:** @crayonbigdata (1,782 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/crayondata/ (144 employees on LinkedIn®) ## What Is Personalization Engines? [Marketing Software](https://www.g2.com/categories/marketing) ## What Software Categories Are Similar to Personalization Engines? - [Marketing Automation Software](https://www.g2.com/categories/marketing-automation) - [E-Commerce Personalization Software](https://www.g2.com/categories/e-commerce-personalization) - [Personalization Software](https://www.g2.com/categories/personalization)