Best Personalization Software

How Many Personalization Software Products Does G2 Track?

Total Products under this Category: 376

Category Stats (Nov 2026)

  • Average Rating: 4.51/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Rule (+1.46%) - Among all products in this category, Rule recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Personalization Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 43,200+ Authentic Reviews
  • 376+ 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.

G2 Grid® for Personalization Software

G2 Grid® for Personalization Software plotting products by satisfaction and market presence

Highlighted products: Insider One, Braze, Klaviyo, Customer.io, Salesforce Marketing Cloud, Bloomreach, Dotdigital, and Brevo.

Underlying data: [Grid® JSON](https://www.g2.com/categories/personalization/grids.json?focus%5B%5D=insider-one&focus%5B%5D=braze&focus%5B%5D=klaviyo&focus%5B%5D=customer-io&focus%5B%5D=agentforce-marketing-formerly-salesforce-marketing-cloud&focus%5B%5D=bloomreach-bloomreach&focus%5B%5D=dotdigital&focus%5B%5D=brevo-brevo)

Insider One

Insider One is a software designed to unify marketing and customer engagement capabilities into a single platform powered by AI and an integrated Customer Data Platform (CDP). The software provides data unification, personalization, and cross-channel journey orchestration by leveraging AI alongside natively supported channels including WhatsApp, SMS, Email, Web, App, and Site Search. It automates multi-channel customer journeys and reduces the complexity of managing disparate marketing tools. Insider One addresses the challenge of fragmented customer engagement by consolidating AI-driven decisioning, customer data management, and personalization into one platform trusted by 2,000+ brands including Samsung, L'Oréal, and Toyota. The software supports use cases across fifteen industries and more than 30 countries, with recognition as a leader in CDP, Personalization Engines, Mobile Marketing, and Customer Journey Analytics.

Average Rating: 4.7/5.0

Total Reviews: 1,419

How Do G2 Users Rate Insider One?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.3/10)
  • Ease of Admin: 9.1/10 (Category avg: 8.9/10)
  • Ease of Use: 9.4/10 (Category avg: 8.8/10)
  • Quality of Support: 9.6/10 (Category avg: 9.3/10)

Who Is the Company Behind Insider One?

  • Seller: Insider One
  • Company Website:
  • Year Founded: 2012
  • HQ Location: Global
  • LinkedIn® Page: www.linkedin.com
    1,881 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Digital Marketing Specialist, Marketing Manager
  • Top Industries: Retail, Apparel & Fashion
  • Company Size: 46% Medium, 28% Small

What Do G2 Reviewers Say About Insider One?

AI-generated summary from verified user reviews

Pros
  • Users value responsive, helpful support and knowledgeable customer success teams that assist them with initiatives and resolve issues.
  • Users appreciate the intuitive, easy-to-navigate interface, which helps them find features and handle everyday tasks smoothly.
  • Users value individualized messaging and experiences tailored to customer preferences and behavior, helping them deliver more relevant communications across channels.
  • Users like how campaigns and platform features improve conversions and drive measurable sales and revenue growth.
  • Users value clear analytics that track campaign performance and reveal customer behavior, helping them measure results and make data-driven decisions.
Cons
  • Users say the platform takes time and training to learn, especially its advanced features and journey-building tools.
  • Users say initial setup and onboarding take substantial time and can require extra guidance.
  • Users find the platform and messaging expensive, with unclear pricing and restrictive costs as usage grows.
  • Users find the interface and some features unintuitive, clunky, and difficult to navigate.
  • Users find reporting complex and inflexible, with dashboards and reports difficult to navigate, customize, and analyze.

What Are Recent G2 Reviews of Insider One?

What Are G2 Users Discussing About Insider One?

Braze

Braze is a software designed to power customer engagement through composable intelligence and AI-driven personalization at every touchpoint. The software provides cross-channel messaging, journey orchestration, and AI-powered decisioning by leveraging BrazeAI, which activates agents, models, and features across the entire platform. It automates 1:1 personalized customer interactions and reduces the manual effort required to deliver timely, relevant experiences at scale. Braze addresses the challenge of disconnected customer communications by enabling brands to turn customer actions into autonomous, personalized interactions across every channel. The software supports use cases ranging from lifecycle marketing to conversion optimization, and is recognized as a Leader in marketing technology by industry analysts.

Average Rating: 4.5/5.0

Total Reviews: 1,962

How Do G2 Users Rate Braze?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.3/10)
  • Ease of Admin: 8.5/10 (Category avg: 8.9/10)
  • Ease of Use: 8.4/10 (Category avg: 8.8/10)
  • Quality of Support: 8.4/10 (Category avg: 9.3/10)

Who Is the Company Behind Braze?

  • Seller: Braze
  • Company Website:
  • Year Founded: 2011
  • HQ Location: New York
  • LinkedIn® Page: www.linkedin.com
    2,363 employees on LinkedIn®
  • Ownership: NASDAQ: BRZE

Who Uses This Product?

  • Who Uses This: CRM Manager, CRM Specialist
  • Top Industries: Financial Services, Marketing and Advertising
  • Company Size: 51% Medium, 27% Large

What Do G2 Reviewers Say About Braze?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of Braze, highlighting its intuitive interface and clear documentation for effortless learning.
  • Users find Braze to be exceptionally intuitive and user-friendly, facilitating easy learning and campaign creation.
  • Users value Braze's flexibility and ease of learning, enhancing personalization and scalability to meet varied needs.
  • Users praise Braze's responsive customer support, highlighting the ease of collaboration and implementation throughout their experience.
  • Users appreciate the multi-channel management of Braze, enjoying its stability and intuitive features across different markets.
Cons
  • Users regret the lack of a mobile app wallet solution, which limits user engagement and complicates reporting processes.
  • Users face a challenging learning curve with Braze, especially with advanced features and technical coding skills required.
  • Users find Braze's complexity and pricing transparency limiting, especially for simple survey applications and segment management.
  • Users find Braze's limited features hinder effective analytics and feedback gathering, making it complex for basic use.
  • Users experience a steep learning curve with Braze, finding the onboarding and advanced features overwhelming at times.

What Are Recent G2 Reviews of Braze?

Klaviyo

Klaviyo is a software designed to help B2C businesses grow by integrating marketing, analytics, and customer service into one unified solution. The software provides email marketing, SMS, RCS, push, WhatsApp, reviews, forms, and ad orchestration by leveraging unified customer data and built-in AI to optimize messages, segments, timing, and creative. It automates personalized, trigger-based customer journeys and reduces the need for extra tools or complex setup. Klaviyo addresses the challenge of fragmented marketing data by capturing every click, purchase, and conversation into a unified customer profile that powers smarter campaign decisions. The software supports omnichannel experiences for more than 170,000 businesses, with integrations across 400+ tools and analytics capabilities including RFM analysis, funnel reporting, and catalog insights.

Average Rating: 4.6/5.0

Total Reviews: 1,325

How Do G2 Users Rate Klaviyo?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.3/10)
  • Ease of Admin: 8.9/10 (Category avg: 8.9/10)
  • Ease of Use: 8.6/10 (Category avg: 8.8/10)
  • Quality of Support: 8.4/10 (Category avg: 9.3/10)

Who Is the Company Behind Klaviyo?

  • Seller: Klaviyo
  • Company Website:
  • Year Founded: 2012
  • HQ Location: Boston, Massachusetts
  • LinkedIn® Page: www.linkedin.com
    3,008 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Owner, Marketing Manager
  • Top Industries: Retail, Marketing and Advertising
  • Company Size: 80% Small, 16% Medium

What Do G2 Reviewers Say About Klaviyo?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Klaviyo, thanks to intuitive templates and powerful segmentation options.
  • Users appreciate the ease of use and powerful features of Klaviyo, enhancing their email marketing effectiveness significantly.
  • Users value the easy integration of Klaviyo with platforms like Shopify, enhancing campaign personalization and efficiency.
  • Users value the seamless integrations of Klaviyo, which enhance personalization and support efficient marketing efforts.
  • Users love the ease of automation in Klaviyo, which enhances campaign effectiveness and integrates seamlessly with platforms.
Cons
  • Users find Klaviyo's pricing can become expensive as their contact lists grow, making it hard for small businesses.
  • Users find the missing features and intuitive setup of Klaviyo challenging, wishing for better support and updates.
  • Users find the learning curve steep with Klaviyo, especially when setting up and managing advanced features.
  • Users express frustration over poor customer support, particularly with AI-driven responses and integration challenges.
  • Users feel limited features in Klaviyo hinder effectiveness, desiring more useful updates and SMS options.

What Are Recent G2 Reviews of Klaviyo?

What Are G2 Users Discussing About Klaviyo?

AI can help you find the answers. G2 helps you trust them.

Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works
Connect G2 to ChatGPTConnect G2 to Claude

Customer.io

Customer.io is a software designed to help tech-savvy organizations create personalized customer journeys that engage, convert, and scale. The software provides multi-channel messaging across email, in-app, push, SMS, and webhooks by leveraging first-party data and a suite of integrated products including Journeys, Data Pipelines, and Parcel. It automates trigger-based messaging workflows and reduces the complexity of coordinating communication across multiple channels from separate tools. Customer.io addresses the challenge of disconnected customer data and messaging by unifying automation, a customer data platform, and an email code editor into one cohesive platform. The software supports more than 7,500 brands with scalable messaging automation and has been recognized as a G2 Best Software award winner in the Marketing and Digital Advertising Products category.

Average Rating: 4.4/5.0

Total Reviews: 998

How Do G2 Users Rate Customer.io?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.3/10)
  • Ease of Admin: 8.6/10 (Category avg: 8.9/10)
  • Ease of Use: 8.3/10 (Category avg: 8.8/10)
  • Quality of Support: 8.6/10 (Category avg: 9.3/10)

Who Is the Company Behind Customer.io?

  • Seller: Customer.io
  • Company Website:
  • Year Founded: 2012
  • HQ Location: Portland, OR
  • LinkedIn® Page: www.linkedin.com
    574 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Product Manager
  • Top Industries: Computer Software, Financial Services
  • Company Size: 57% Small, 35% Medium

What Do G2 Reviewers Say About Customer.io?

AI-generated summary from verified user reviews

Pros
  • Users find Customer.io's ease of use enhances navigation, campaign creation, and overall user experience significantly.
  • Users value the automation capabilities of Customer.io, enabling efficient campaign management and quick feature implementation.
  • Users love the intuitive interface and advanced tracking features, making personalized email campaigns easier and more effective.
  • Users appreciate the helpful support from Customer.io, enhancing their marketing experience with effective guidance and features.
  • Users appreciate the responsive customer support of Customer.io, always available to assist with inquiries and challenges.
Cons
  • Users find the learning curve steep with Customer.io, making initial setup and onboarding quite challenging.
  • Users express frustration over missing features, such as limited reporting and inadequate in-app messaging tools.
  • Users experience limited features in reporting and messaging, hindering effective campaign management and onboarding processes.
  • Users find Customer.io to be not intuitive, often facing confusion and a steep learning curve for new users.
  • Users find campaign issues in Customer.io, including confusion with duplicates and limitations in filtering and template design.

What Are Recent G2 Reviews of Customer.io?

What Are G2 Users Discussing About Customer.io?

Salesforce Marketing Cloud

Agentforce Marketing is Salesforce’s marketing solution for the Agentic Enterprise. AI agents help marketers plan, create, optimize, and orchestrate adaptive customer experiences across every channel and interaction. Built on the world’s #1 CDP, Agentforce Marketing connects data, AI, automation, and engagement into one deeply unified platform for B2B and B2C marketing. Agentforce Marketing is part of Marketing Cloud. It’s the next evolution of marketing orchestration where humans and AI agents work together to grow customer relationships and revenue.

Average Rating: 4.1/5.0

Total Reviews: 4,596

How Do G2 Users Rate Salesforce Marketing Cloud?

  • Has the product been a good partner in doing business?: 8.0/10 (Category avg: 9.3/10)
  • Ease of Admin: 7.8/10 (Category avg: 8.9/10)
  • Ease of Use: 7.6/10 (Category avg: 8.8/10)
  • Quality of Support: 7.7/10 (Category avg: 9.3/10)

Who Is the Company Behind Salesforce Marketing Cloud?

  • Seller: Salesforce
  • Company Website:
  • Year Founded: 1999
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    89,711 employees on LinkedIn®
  • Ownership: NYSE:CRM

Who Uses This Product?

  • Who Uses This: Marketing Manager, Marketing Coordinator
  • Top Industries: Computer Software, Marketing and Advertising
  • Company Size: 46% Medium, 28% Small

What Do G2 Reviewers Say About Salesforce Marketing Cloud?

AI-generated summary from verified user reviews

Pros
  • Users find Salesforce Marketing Cloud user-friendly and easy to integrate, enhancing their marketing and IT collaboration efficiency.
  • Users appreciate the advanced automation features of Salesforce Marketing Cloud, enabling personalized and multi-channel marketing campaigns.
  • Users appreciate the seamless CRM integration that enhances engagement tracking and empowers personalized marketing campaigns.
  • Users appreciate the excellent email engagement and tracking features of Salesforce Marketing Cloud, enhancing marketing strategies effectively.
  • Users value the advanced automation and multi-channel capabilities of Salesforce Marketing Cloud for personalized marketing campaigns.
Cons
  • Users find the steep learning curve of Salesforce Marketing Cloud challenging, requiring technical skills and extensive training.
  • Users struggle with the steep learning curve of Salesforce Marketing Cloud, finding it complex and lacking adequate training resources.
  • Users find the complexity of Salesforce Marketing Cloud overwhelming, requiring technical expertise and extensive training to navigate effectively.
  • Users find Salesforce Marketing Cloud to be expensive, particularly challenging for smaller teams without extensive resources or training.
  • Users find the complex usage of Salesforce Marketing Cloud challenging due to its steep learning curve and non-intuitive UI.

What Are Recent G2 Reviews of Salesforce Marketing Cloud?

What Are G2 Users Discussing About Salesforce Marketing Cloud?

Bloomreach

Bloomreach is a software designed to personalize the entire customer experience through autonomous search, conversational shopping, and agentic marketing automation. The software provides personalized marketing campaigns, enhanced product discovery, headless content management, and AI-driven customer service by leveraging Loomi, its proprietary AI for ecommerce, to enable rapid data processing and analysis. It automates cross-channel customer journeys and reduces reliance on third-party solutions by consolidating engagement, discovery, and content capabilities into one platform. Bloomreach addresses the challenge of disconnected commerce experiences by delivering a cohesive, omnichannel personalization strategy for businesses across retail, financial services, hospitality, and gaming. The software supports 1,400+ brands including American Eagle, Sonepar, and Pandora, with capabilities spanning social ad retargeting, omnichannel support, and AI-powered optimization.

Average Rating: 4.6/5.0

Total Reviews: 836

How Do G2 Users Rate Bloomreach?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.3/10)
  • Ease of Admin: 8.4/10 (Category avg: 8.9/10)
  • Ease of Use: 8.3/10 (Category avg: 8.8/10)
  • Quality of Support: 9.2/10 (Category avg: 9.3/10)

Who Is the Company Behind Bloomreach?

  • Seller: Bloomreach
  • Company Website:
  • Year Founded: 2009
  • HQ Location: Mountain View, CA
  • LinkedIn® Page: www.linkedin.com
    1,165 employees on LinkedIn®
  • Ownership: Private

Who Uses This Product?

  • Who Uses This: CRM Manager, Marketing Manager
  • Top Industries: Retail, Marketing and Advertising
  • Company Size: 49% Medium, 27% Small

What Do G2 Reviewers Say About Bloomreach?

AI-generated summary from verified user reviews

Pros
  • Users value Bloomreach's easy-to-use interface, which streamlines workflows and enhances customer targeting efficiency.
  • Users love Bloomreach's advanced marketing automation features, which enhance customer targeting and improve conversion rates significantly.
  • Users value Bloomreach's user-friendly interface and responsive support that enhance workflow and customer engagement effectively.
  • Users commend Bloomreach for its excellent customer support, noting prompt assistance that enhances their daily operations.
  • Users praise Bloomreach for its advanced customer engagement capabilities, enhancing personalized marketing and improving conversion rates effectively.
Cons
  • Users find the learning curve steep due to a complex UI and challenging integration process with outdated features.
  • Users find Bloomreach has a learning difficulty, with a complicated UI and lengthy integration process hindering usability.
  • Users often encounter missing features, leading to complicated implementations and challenges in receiving timely notifications.
  • Users find the limited features of Bloomreach complicate simple tasks, making implementation and management more difficult.
  • Users find Bloomreach to have difficult learning curves, with complex solutions needed for basic tasks and integration challenges.

What Are Recent G2 Reviews of Bloomreach?

What Are G2 Users Discussing About Bloomreach?

Dotdigital

Dotdigital is a software designed to help marketing teams create connected, personalized customer experiences across every channel through marketing automation and data management. The software provides campaign building, audience segmentation, and journey automation across email, SMS, web, WhatsApp, and social by leveraging AI to predict intent, personalize messages, and improve performance. It automates multi-channel customer journeys and reduces reliance on disconnected tools by creating a single customer view through integrations with Shopify, Magento, and CRM platforms. Dotdigital addresses the challenge of fragmented marketing data and siloed channels by unifying customer data and enabling adaptive journeys for B2B, B2C, and non-profit audiences. The software supports more than 4,000 brands worldwide and holds ISO14001, ISO 27701, and ISO 27001 certifications, making it a reliable choice for teams prioritizing data privacy and sustainability.

Average Rating: 4.4/5.0

Total Reviews: 1,214

How Do G2 Users Rate Dotdigital?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 9.3/10)
  • Ease of Admin: 8.4/10 (Category avg: 8.9/10)
  • Ease of Use: 8.7/10 (Category avg: 8.8/10)
  • Quality of Support: 8.9/10 (Category avg: 9.3/10)

Who Is the Company Behind Dotdigital?

  • Seller: Dotdigital
  • Company Website:
  • Year Founded: 1999
  • HQ Location: London Bridge, London
  • LinkedIn® Page: www.linkedin.com
    470 employees on LinkedIn®
  • Phone: 1-212-971-9408

Who Uses This Product?

  • Who Uses This: Marketing Manager, Marketing Executive
  • Top Industries: Retail, Marketing and Advertising
  • Company Size: 46% Medium, 40% Small

What Do G2 Reviewers Say About Dotdigital?

AI-generated summary from verified user reviews

Pros
  • Users highlight the user-friendly interface of Dotdigital, appreciating its intuitive features and excellent support.
  • Users appreciate the responsive customer support of Dotdigital, always available to assist and provide guidance.
  • Users value the exceptional support from Dotdigital, with timely and helpful assistance readily available when needed.
  • Users value the effective segmentation and intuitive design of Dotdigital, enhancing targeted email campaigns for better responses.
  • Users value the advanced segmentation and design capabilities of Dotdigital, enhancing targeted email campaigns and engagement.
Cons
  • Users are disappointed by several missing features, including inadequate mobile support and subpar chat application functionality.
  • Users find a significant learning curve with Dotdigital, often struggling to navigate settings and requirements effectively.
  • Users note the limited features, particularly in content editing and reporting capabilities, hindering efficiency.
  • Users find limitations in functionality of Dotdigital, facing challenges with the image library and feature awareness.
  • Users experience email issues with design control, glitches, inconsistent previews, and lack of summary reports.

What Are Recent G2 Reviews of Dotdigital?

What Are G2 Users Discussing About Dotdigital?

Brevo

Brevo Marketing Platform (formerly Sendinblue) is a software designed to help growing businesses scale faster through an affordable, all-in-one marketing and CRM stack. The software provides multi-channel campaign management across email, WhatsApp, SMS, web push, and Facebook ads, as well as transactional messaging, marketing automation, live chat, and a sales CRM by leveraging a unified platform that connects all customer interaction tools. It automates marketing activities to deliver the right message at the right time and reduces the need for multiple disconnected marketing and sales applications. Brevo Marketing Platform addresses the challenge of costly, fragmented martech stacks by enabling businesses to select only the products they need and pay for what they use. The software supports over 500,000 businesses worldwide with capabilities spanning lead tracking, meeting scheduling, e-commerce retention analysis, and a cloud-based phone system.

Average Rating: 4.5/5.0

Total Reviews: 2,613

How Do G2 Users Rate Brevo?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.3/10)
  • Ease of Admin: 9.0/10 (Category avg: 8.9/10)
  • Ease of Use: 9.0/10 (Category avg: 8.8/10)
  • Quality of Support: 8.7/10 (Category avg: 9.3/10)

Who Is the Company Behind Brevo?

  • Seller: Brevo
  • Company Website:
  • Year Founded: 2012
  • HQ Location: Paris
  • LinkedIn® Page: www.linkedin.com
    880 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Founder
  • Top Industries: Marketing and Advertising, Information Technology and Services
  • Company Size: 84% Small, 13% Medium

What Do G2 Reviewers Say About Brevo?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Brevo, benefiting from its simple interface and integrated marketing tools.
  • Users appreciate the integration of CRM, email marketing, and automation in Brevo, simplifying customer management and campaign building.
  • Users appreciate Brevo for its flexibility in automation and reliable email delivery, enhancing their marketing efforts effectively.
  • Users appreciate the easy setup of Brevo, facilitating streamlined management of marketing campaigns and client communications.
  • Users appreciate the flexibility in automation and customer journeys that Brevo offers, simplifying campaign management effectively.
Cons
  • Users find Brevo's missing reporting features limiting, hindering the effectiveness of their marketing strategies.
  • Users find Brevo's limited features hinder its effectiveness, particularly in reporting, automation, and customization options.
  • Users are frustrated by Brevo's limited customization options in templates, restricting creative design capabilities significantly.
  • Users experience a steep learning curve with Brevo, particularly due to confusing tutorials and navigation challenges.
  • Users find Brevo's pricing to be expensive, leading many to prefer the free account over costly plans.

What Are Recent G2 Reviews of Brevo?

What Are G2 Users Discussing About Brevo?

Amazon Personalize

Amazon Personalize is a machine learning service that makes it easy for developers to create individualized recommendations for customers using their applications.

Average Rating: 4.3/5.0

Total Reviews: 34

How Do G2 Users Rate Amazon Personalize?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.3/10)
  • Ease of Admin: 9.1/10 (Category avg: 8.9/10)
  • Ease of Use: 8.9/10 (Category avg: 8.8/10)
  • Quality of Support: 9.1/10 (Category avg: 9.3/10)

Who Is the Company Behind Amazon Personalize?

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 44% Medium, 44% Small

What Do G2 Reviewers Say About Amazon Personalize?

AI-generated summary from verified user reviews

Pros
  • Users love the real-time personalization of Amazon Personalize, enhancing user experiences with accurate recommendations and content.
  • Users value the ease of use of Amazon Personalize, enabling quick implementation of machine learning recommendations effortlessly.
  • Users love the ease of implementing machine learning with Amazon Personalize, appreciating its seamless integration and accurate recommendations.
  • Users appreciate the highly accurate real-time recommendations of Amazon Personalize, benefiting from seamless integration and rapid adaptation.
  • Users appreciate the easy implementation of machine learning recommendations with Amazon Personalize, enhancing engagement and conversion rates.
Cons
  • Users find the pricing to be quite high, particularly challenging for smaller projects and startups with limited budgets.
  • Users find the difficult learning curve challenging, especially for those new to AWS or recommendation systems.
  • Users find the complexity of Amazon Personalize challenging, especially for non-technical stakeholders and new projects.
  • Users find the complex setup of Amazon Personalize challenging, particularly lacking clear guidelines for initial configuration.
  • Users often face inaccuracy in recommendations due to lack of transparency and reliance on clean data for optimal results.

What Are Recent G2 Reviews of Amazon Personalize?

Google Cloud Recommendations AI

Recommendations AI Deliver highly personalized product recommendations at scale.

Average Rating: 4.4/5.0

Total Reviews: 48

How Do G2 Users Rate Google Cloud Recommendations AI?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.3/10)
  • Ease of Admin: 8.0/10 (Category avg: 8.9/10)
  • Ease of Use: 9.0/10 (Category avg: 8.8/10)
  • Quality of Support: 8.9/10 (Category avg: 9.3/10)

Who Is the Company Behind Google Cloud Recommendations AI?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • LinkedIn® Page: www.linkedin.com
    301,144 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG
  • Phone: +1 (650) 253-0000

Who Uses This Product?

  • Who Uses This: Student
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 47% Small, 35% Medium

What Are Recent G2 Reviews of Google Cloud Recommendations AI?

Evam

Evam is a leading technology company that provides comprehensive solutions and products for real-time, cross-channel customer experiences. Our cutting-edge continuous intelligence technology leverages real-time data analysis to deliver unparalleled customer engagement. Evam empowers banks, telecommunications companies, and others to handle billions of interactions with AI algorithms, orchestrate customer journeys, and engage with customers across all channels, digital and legacy, in real-time. Our goal is to help our clients increase customer loyalty, maximize ROI and efficiency, and save time and money. Enterprises have the shortest time-to-market thanks to Evam’s low-code- development, scalable and modular platform leveraged by an experienced & high-quality management team with telco and banking domain know-how. With dozens of Forrester and Gartner research reports recognizing our excellence in customer engagement and event stream processing, our technology is trusted by industry giants like Vodafone, T-Mobile, Jazz, Turkcell, ICBC, TEB/BNP Paribas, ING Bank and Garanti BBVA. Headquartered in London and with offices in Amsterdam, Sofia and Istanbul, Evam delivers its products and services directly and through over 20 global partners. Our solutions are currently utilized by more than 600 million end-users, processing 20 billion events in over 15 countries every day.

Average Rating: 4.8/5.0

Total Reviews: 263

How Do G2 Users Rate Evam?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 9.3/10)
  • Ease of Admin: 9.6/10 (Category avg: 8.9/10)
  • Ease of Use: 9.3/10 (Category avg: 8.8/10)
  • Quality of Support: 9.5/10 (Category avg: 9.3/10)

Who Is the Company Behind Evam?

  • Seller: EVAM
  • Company Website:
  • Year Founded: 2015
  • HQ Location: London
  • LinkedIn® Page: www.linkedin.com
    127 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Banking, Telecommunications
  • Company Size: 35% Large, 34% Medium

What Do G2 Reviewers Say About Evam?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Evam, enabling quick campaign design and real-time customer engagement.
  • Users appreciate Evam's strong engine for real-time analysis and optimization, enhancing automated customer engagement.
  • Users appreciate Evam's intuitive design, making it easy to learn and manage complex decision-making effortlessly.
  • Users value the automation capabilities of Evam, enabling efficient customer engagement and tailored interaction scenarios.
  • Users appreciate the flexibility of Evam, enabling real-time responses and tailored campaigns for diverse business needs.
Cons
  • Users face a steep learning curve with Evam, requiring technical skills that may limit accessibility for some.
  • Users find difficult learning curves due to technical requirements and a cluttered interface, hindering accessibility and understanding.
  • Users face a steep learning curve with EVAM, particularly due to its technical requirements and advanced features.
  • Users find the complex features of Evam challenging, requiring significant effort to navigate and utilize effectively.
  • Users find EVAM not intuitive, as it requires technical skills and has a complex setup process.

What Are Recent G2 Reviews of Evam?

What Are G2 Users Discussing About Evam?

Duda

Duda is a software designed to empower digital marketing agencies and SaaS companies to build and manage their customers' digital presence at scale. The software provides website development, ecommerce, client management, SEO, automation, and white labeling capabilities by leveraging an award-winning low-code, no-code platform built for agency productivity. It automates repetitive site-building and client management workflows and reduces the time required to launch and maintain client websites. Duda addresses the challenge of scaling web development operations by giving agencies and SaaS companies a single platform to manage multiple client sites with consistent quality. The software supports unprecedented growth for agencies through flexible customization options, white labeling, and an extensive range of built-in capabilities.

Average Rating: 4.6/5.0

Total Reviews: 756

How Do G2 Users Rate Duda?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.3/10)
  • Ease of Admin: 9.3/10 (Category avg: 8.9/10)
  • Ease of Use: 9.2/10 (Category avg: 8.8/10)
  • Quality of Support: 9.3/10 (Category avg: 9.3/10)

Who Is the Company Behind Duda?

  • Seller: Duda
  • Company Website:
  • Year Founded: 2009
  • HQ Location: Palo Alto, CA
  • LinkedIn® Page: www.linkedin.com
    464 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Owner, CEO
  • Top Industries: Marketing and Advertising, Design
  • Company Size: 86% Small, 10% Medium

What Do G2 Reviewers Say About Duda?

AI-generated summary from verified user reviews

Pros
  • Users find Duda incredibly easy to use, enabling quick and efficient website creation without any coding knowledge.
  • Users praise Duda's responsive customer support, often resolving issues swiftly, enhancing the user experience significantly.
  • Users love Duda for its easy creation process, allowing for quick, attractive, and functional website development.
  • Users praise Duda for its robust features and continual updates, enhancing website building and agency workflows effectively.
  • Users find Duda to be intuitive and user-friendly, enabling efficient website creation and site management for clients.
Cons
  • Users note some limited customization options require workarounds and could benefit from more advanced capabilities.
  • Users note a lack of advanced features and third-party integrations on Duda, be it outside the enterprise plan.
  • Users find Duda's offerings lacking in features, particularly missing lower-tier API access and limited widget capabilities.
  • Users feel a lack of customization with Duda, citing limitations in design flexibility and plugin options.
  • Users find the learning curve challenging, especially when navigating features and making tasks more complicated.

What Are Recent G2 Reviews of Duda?

What Are G2 Users Discussing About Duda?

Epsilon Accelerate

Epsilon Accelerate is a software designed to help ecommerce businesses generate more revenue by delivering personalized website experiences to every visitor at every stage of the funnel. The software provides end-to-end personalization through a fully managed service model by leveraging visitor behavior data and a full-service team to design and deploy tailored experiences without requiring significant internal resources. It automates the delivery of relevant on-site experiences and reduces the manual effort required to test and optimize visitor journeys. Epsilon Accelerate addresses the challenge of converting website traffic into revenue by ensuring each visitor receives the right experience at the right time, regardless of where they are in the purchase funnel. The software supports more than 1,000 ecommerce brands across North America, Europe, and Asia-Pacific, having contributed to over $2.5 billion in incremental revenue over four years.

Average Rating: 4.7/5.0

Total Reviews: 143

How Do G2 Users Rate Epsilon Accelerate?

  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 9.3/10)
  • Ease of Admin: 9.3/10 (Category avg: 8.9/10)
  • Ease of Use: 9.2/10 (Category avg: 8.8/10)
  • Quality of Support: 9.7/10 (Category avg: 9.3/10)

Who Is the Company Behind Epsilon Accelerate?

  • Seller: Epsilon
  • Year Founded: 1969
  • HQ Location: Irving, TX
  • LinkedIn® Page: www.linkedin.com
    10,345 employees on LinkedIn®
  • Ownership: NYSE:ADS
  • Phone: 1-800-309-0505

Who Uses This Product?

  • Who Uses This: Marketing Manager, Ecommerce Manager
  • Top Industries: Retail, Apparel & Fashion
  • Company Size: 47% Medium, 43% Small

What Are Recent G2 Reviews of Epsilon Accelerate?

What Are G2 Users Discussing About Epsilon Accelerate?

Netcore Customer Engagement Platform

Netcore is a comprehensive agentic marketing platform designed to assist businesses in achieving profitable growth through data-driven customer connections. This innovative solution is tailored for a diverse range of industries, including eCommerce, retail, banking, financial services and insurance (BFSI), enterprises, and direct-to-consumer (D2C) brands. By co-owning marketing outcomes with its users, Netcore establishes a partnership that empowers organizations to enhance their customer engagement strategies effectively. The platform's unified stack integrates several critical components, including Customer Engagement, Product Discovery, Personalization, Customer Data Platform (CDP), Email Marketing, and Communication Platform as a Service (CPaaS) channels. This integration allows businesses to create a cohesive view of their customers and their journeys, ensuring that marketing efforts are both targeted and relevant. The Netcore Context Layer and Governance Layer work in tandem to provide insights that drive informed decision-making, making it easier for marketing teams to understand customer behavior and preferences. Netcore's standout feature is its seven AI agents, which leverage a unified view of every customer across multiple channels and signals. These agents autonomously plan, execute, analyze, and optimize hyper-personalized marketing campaigns, allowing businesses to deliver tailored messages that resonate with their audience. This level of automation not only saves time but also enhances the effectiveness of marketing initiatives, ensuring that each interaction is meaningful and impactful. On a global scale, Netcore demonstrates its capabilities by powering over 50 billion emails, 5 billion push notifications, 200 million WhatsApp messages, and 1 million AI-driven interactions each month. This extensive reach underscores the platform's ability to deliver the right message on the right channel at the right time, ultimately driving customer engagement and loyalty. By utilizing Netcore, organizations can expect to enhance their marketing strategies, improve customer relationships, and achieve measurable results in their growth objectives.

Average Rating: 4.5/5.0

Total Reviews: 1,252

How Do G2 Users Rate Netcore Customer Engagement Platform?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.3/10)
  • Ease of Admin: 8.9/10 (Category avg: 8.9/10)
  • Ease of Use: 8.9/10 (Category avg: 8.8/10)
  • Quality of Support: 8.8/10 (Category avg: 9.3/10)

Who Is the Company Behind Netcore Customer Engagement Platform?

Who Uses This Product?

  • Who Uses This: Executive, CEO
  • Top Industries: Financial Services, Health, Wellness and Fitness
  • Company Size: 41% Medium, 37% Small

What Do G2 Reviewers Say About Netcore Customer Engagement Platform?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Netcore's platform, enhanced by AI features and supportive CSM assistance.
  • Users appreciate the great customer support from Netcore, enhancing their overall experience and engagement with the platform.
  • Users value the quick onboarding and effective features of Netcore, enhancing their customer engagement and campaign management.
  • Users appreciate the innovative AI features and efficient tools of Netcore, enhancing their engagement and campaign management.
  • Users value the effective customer engagement tools of Netcore, boosting client interaction and conversion significantly.
Cons
  • Users find the missing features in reporting and authentication limiting, complicating their overall experience with the platform.
  • Users report slow performance with data uploads and system responsiveness, affecting overall usability of the platform.
  • Users experience slow loading times, especially with large data uploads, impacting overall performance and usability.
  • Users face a steep learning curve, hindering quick navigation of advanced analytics and journey building features.
  • Users find the limited features of Netcore Customer Engagement Platform restrict its usability and effectiveness.

What Are Recent G2 Reviews of Netcore Customer Engagement Platform?

What Are G2 Users Discussing About Netcore Customer Engagement Platform?

WebEngage

WebEngage is a software designed to simplify customer engagement and retention for businesses across digital channels through a full-stack Retention OS. The software provides real-time customer data unification, multi-channel journey automation, targeted campaign execution, and 1:1 personalization by leveraging AI-driven predictive models, dynamic micro-segmentation, and an intuitive drag-and-drop workflow builder. It automates personalized campaigns triggered by customer actions and predefined business events, and reduces the effort required to coordinate engagement across email, SMS, push notifications, and more. WebEngage addresses the challenge of customer churn and disjointed engagement by giving businesses a unified view of customer behavior and tools to intervene at the right moment with the right message. The software supports 800+ brands globally and is compatible with a wide range of ESP and MSP integrations, with offices spanning India, the Middle East and Africa, Southeast Asia, and South America.

Average Rating: 4.5/5.0

Total Reviews: 758

How Do G2 Users Rate WebEngage?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.3/10)
  • Ease of Admin: 8.7/10 (Category avg: 8.9/10)
  • Ease of Use: 8.8/10 (Category avg: 8.8/10)
  • Quality of Support: 8.6/10 (Category avg: 9.3/10)

Who Is the Company Behind WebEngage?

  • Seller: WebEngage
  • Company Website:
  • Year Founded: 2011
  • HQ Location: Mumbai
  • LinkedIn® Page: www.linkedin.com
    364 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Product Manager, Digital Marketing Manager
  • Top Industries: Financial Services, Education Management
  • Company Size: 55% Medium, 27% Small

What Do G2 Reviewers Say About WebEngage?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of WebEngage, appreciating its smooth initial setup and effective tracking features.
  • Users value the helpful support of WebEngage, enhancing their experience with timely assistance and easy tracking.
  • Users value the effective journey creation tools in WebEngage, enhancing customer communication and optimizing conversion paths.
  • Users value the insightful analytics of WebEngage, facilitating effective communication and informed business decisions.
  • Users value the responsive customer support from WebEngage, appreciating quick resolutions and easy access to assistance.
Cons
  • Users find the learning curve steep with WebEngage, requiring technical knowledge for smooth feature usage and setup.
  • Users often experience slow performance with WebEngage, leading to delays and frustration during usage.
  • Users express concerns about the missing features in WebEngage, highlighting inefficiencies and lack of timely updates.
  • Users express disappointment with poor customer support, noting unavailability and slow responses during urgent technical issues.
  • Users find WebEngage time-consuming, particularly with slow loading times for segments and difficulty accessing saved templates.

What Are Recent G2 Reviews of WebEngage?

Alanna Iwuh
A
Researched and written by Alanna Iwuh
Updated July 14, 2026