# Best Customer Data Platforms (CDP) for Small Business - Page 2 *By [Alanna Iwuh](https://research.g2.com/insights/author/alanna-iwuh)* Products classified in the overall Customer Data Platform (CDP) category are similar in many regards and help companies of all sizes solve their business problems. However, small business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Small Business Customer Data Platform (CDP) to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Small Business Customer Data Platform (CDP) category. In addition to qualifying for inclusion in the Customer Data Platforms (CDP) category, to qualify for inclusion in the Small Business Customer Data Platforms (CDP) category, a product must have at least 10 reviews left by a reviewer from a small business. ## Top Customer Data Platforms (CDP) at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [Salesforce Data 360 (formerly Data Cloud)](https://www.g2.com/products/salesforce-data-360-formerly-data-cloud/reviews) | 4.3/5.0 (300 reviews) | Salesforce-native unified customer profile activation | "[Unifies Customer Data into Actionable Insights Across Salesforce](https://www.g2.com/survey_responses/salesforce-data-360-formerly-data-cloud-review-13038632)" | | 2 | [Insider One](https://www.g2.com/products/insider-one/reviews) | 4.8/5.0 (1,395 reviews) | Unified CDP with omnichannel journey orchestration | "[Insider One unifies data and channels with a truly fluid Journey Orchestration](https://www.g2.com/survey_responses/insider-one-review-13037392)" | | 3 | [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) | 4.6/5.0 (766 reviews) | Omnichannel personalization with unified customer-event data | "[Bloomreach Makes Personalisation Easy with Powerful Segmentation and Automation](https://www.g2.com/survey_responses/bloomreach-review-13078543)" | | 4 | [Customer.io](https://www.g2.com/products/customer-io/reviews) | 4.4/5.0 (832 reviews) | Behavior-triggered lifecycle messaging with unified CDP | "[Powerful Automation with Excellent Personalization Capabilities](https://www.g2.com/survey_responses/customer-io-review-12798023)" | | 5 | [Tealium Customer Data Hub](https://www.g2.com/products/tealium-customer-data-hub/reviews) | 4.3/5.0 (445 reviews) | Real-time customer data unification and audience activation | "[Unifies Customer Data and Enables Real-Time Marketing Activation](https://www.g2.com/survey_responses/tealium-customer-data-hub-review-12708029)" | | 6 | [Adobe Real-Time CDP](https://www.g2.com/products/adobe-real-time-cdp/reviews) | 4.1/5.0 (178 reviews) | Real-time unified profiles with cross-channel activation | "[A Centralized Customer Profile Platform for Real-Time Personalization](https://www.g2.com/survey_responses/adobe-real-time-cdp-review-12332816)" | | 7 | [Klaviyo](https://www.g2.com/products/klaviyo/reviews) | 4.5/5.0 (1,311 reviews) | Ecommerce behavioral data for retention flows | "[Easy-to-Use Platform for Email Marketing Automation](https://www.g2.com/survey_responses/klaviyo-review-12959044)" | | 8 | [Dotdigital](https://www.g2.com/products/dotdigital/reviews) | 4.4/5.0 (1,196 reviews) | Omnichannel customer data unification with lifecycle automation | "[Effortless Segmentation, Quick Setup](https://www.g2.com/survey_responses/dotdigital-review-12951247)" | | 9 | [Planhat](https://www.g2.com/products/planhat/reviews) | 4.5/5.0 (937 reviews) | Post-sales customer health data unification | "[Powering Our AI-Driven Customer Success Transformation](https://www.g2.com/survey_responses/planhat-review-10542084)" | | 10 | [D·engage](https://www.g2.com/products/d-engage/reviews) | 4.6/5.0 (133 reviews) | Omnichannel journey orchestration with unified CDP | "[Powerful Omnichannel Engagement and Personalization with D·engage](https://www.g2.com/survey_responses/d-engage-review-13112522)" | ## G2 Grid® for Customer Data Platforms (CDP) ![G2 Grid® for Customer Data Platforms (CDP) plotting products by satisfaction and market presence](https://www.g2.com/categories/customer-data-platform-cdp/grids.png?focus%5B%5D=43119&focus%5B%5D=1173013&focus%5B%5D=22329&focus%5B%5D=18316&focus%5B%5D=54136&focus%5B%5D=1393260&focus%5B%5D=1759&focus%5B%5D=1366965) Highlighted products: Insider One, Salesforce Data 360 (formerly Data Cloud), Klaviyo, Customer.io, Tealium Customer Data Hub, Adobe Real-Time CDP, Dotdigital, and Brevo Customer Data Platform. Underlying data: [Grid® JSON](https://www.g2.com/categories/customer-data-platform-cdp/grids.json?focus%5B%5D=insider-one&focus%5B%5D=salesforce-data-360-formerly-data-cloud&focus%5B%5D=klaviyo&focus%5B%5D=customer-io&focus%5B%5D=tealium-customer-data-hub&focus%5B%5D=adobe-real-time-cdp&focus%5B%5D=dotdigital&focus%5B%5D=brevo-customer-data-platform&segment=small-business) ## How Many Customer Data Platforms (CDP) Products Does G2 Track? **Total Products under this Category:** 293 ### Category Stats (Jul 2026) - **Average Rating**: 4.46/5 (↑0.01 vs Jun 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: D·engage (+0.39%) - Among all products in this category, D·engage recorded the largest rating increase compared to last month *Last updated: July 17, 2026* ## How Does G2 Rank Customer Data Platforms (CDP) Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 24,200+ Authentic Reviews - 293+ 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. --- **Sponsored** ### Signitic Signitic is an all-in-one tool that allows you to create, customize, and manage an unlimited number of email signatures effortlessly. With Signitic, take advantage of this often underutilized acquisition channel: your email signature. Easily integrate campaign banners according to your schedule and the needs of your company’s various departments, and analyze the results. The time when you had to modify each signature of your colleagues one by one is over. With Signitic, users can ensure that their email signatures are always up to date, reflecting the latest links, images, and campaign taglines, thereby enhancing their marketing efforts and professional image. Use our drag-and-drop editor to create a unique signature for your employees. Instead of manually editing signatures for each employee or campaign, you can make updates in one place, ensuring that all signatures are up to date and consistent. What's more, thanks to our Microsoft 365 and Google Workspace partnership, integrate your collaborators and share their signatures in less than five minutes. We've thought of everything so that you don't have to worry about your colleagues' e-mail signatures. Additionally, Signitic offers an analytics tool that enables users to track the performance of their email signatures, providing insights into how effectively they are driving traffic and engagement. Connected to your CRM (HubSpot, Salesforce, Pipedrive…), you can track all users’ actions, such as whether they clicked on social media links, promotional banners, or dynamic content. Overall, Signitic provides a comprehensive solution for email signature management, combining ease of use with powerful features that cater to the needs of modern businesses. By leveraging this tool, more than 5,000 companies have enhanced their email communications, maintained brand consistency, and ultimately driven better engagement with their audience. [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=1202&secure%5Bchosen_at%5D=2026-07-19T00%3A19%3A52Z&secure%5Bdisplayable_resource_id%5D=36&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=36&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=159454&secure%5Bresource_id%5D=1202&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fcustomer-data-platform-cdp%2Fsmall-business%3Fopen_modal_url%3D%252Fproducts%252Fsalesforce-data-360-formerly-data-cloud%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fcustomer-data-platform-cdp%25252Fsmall-business%2526source%253Dcategory&secure%5Btoken%5D=ea707fbfd197ffce7d4e104a8e77798105429fe436e154a92671135da44713df&secure%5Burl%5D=https%3A%2F%2Fwww.signitic.com%2Fen%2Fcontact&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated Customer Data Platforms (CDP) Products in 2026? ### 1. [Dreamdata](https://www.g2.com/products/dreamdata/reviews) Dreamdata is a B2B Attribution Platform that gives marketing teams the most complete view of their customer journey anywhere - so they always know what's working and where to invest next. Built for B2B marketers who need to show impact, Dreamdata lets you answer any question on marketing's revenue contribution instantly. Every number traces back to the source including those generated by AI. No waiting for Ops. No black-box reporting. Just numbers that you can stake your reputation on. Scalable Reporting: Measure the ROI of every GTM activity across your full customer journey - from first anonymous touch to closed deal. Campaign Optimization: See exactly which channels, campaigns, and content drive pipeline, so you know where to invest more and where to cut. Audience Targeting: Build dynamic audiences from your pipeline data and sync them directly to your ad platforms to target in-market accounts. Conversions Sync: Feed enriched pipeline data back to your ad platforms automatically, so your campaigns optimize for revenue not just clicks. Try Dreamdata with your own data before you commit. **Average Rating:** 4.7/5.0 **Total Reviews:** 261 **How Do G2 Users Rate Dreamdata?** - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.1/10) - **Predictive Modeling:** 7.9/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.9/10 (Category avg: 8.6/10) - **Expandability:** 9.1/10 (Category avg: 8.6/10) **Who Is the Company Behind Dreamdata?** - **Seller:** [dreamdata.io](https://www.g2.com/sellers/dreamdata-io) - **Company Website:** https://dreamdata.io/ - **Year Founded:** 2018 - **HQ Location:** Copenhagen, Capital Region - **Twitter:** @DreamdataIO (291 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/dreamdata-io (103 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Head of Marketing, Marketing Manager - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 59% Mid-Market, 33% Small-Business #### What Are Dreamdata's Pros and Cons? **Pros:** - Insights (47 reviews) - Analytics (39 reviews) - Attribution Accuracy (38 reviews) - Helpful (36 reviews) - Integrations (31 reviews) **Cons:** - Learning Curve (20 reviews) - Missing Features (13 reviews) - Inadequate Reporting (10 reviews) - Not Intuitive (10 reviews) - Complex Setup (9 reviews) ### What Do G2 Reviewers Say About Dreamdata? *AI-generated summary from verified user reviews* **Pros:** - Users value the **in-depth insights** from Dreamdata, enhancing their understanding of customer journeys and marketing strategies. - Users value the **detailed analytics** from Dreamdata, enhancing their understanding of customer journeys and performance insights. - Users value the **attribution accuracy** of Dreamdata, providing insight into customer journeys and marketing effectiveness. - Users praise the **invaluable insights** from Dreamdata, enabling deep understanding of customer journeys and enhancing overall strategy. - Users praise the **easy integration** process of Dreamdata, significantly enhancing their marketing efforts with continuous updates. **Cons:** - Users face a **steep learning curve** with Dreamdata due to setup time and complexities in data navigation. - Users find **missing features** like time comparison and funnel reports limit Dreamdata's effectiveness for analytics. - Users are frustrated by **inadequate reporting** , lacking custom reports and essential funnel insights for effective analysis. - Users find the platform **not intuitive** , as it has a steep learning curve and can feel overwhelming initially. - Users note that the **complex setup** of Dreamdata requires time and effort to ensure accurate data integration. #### What Are Recent G2 Reviews of Dreamdata? **"[Dreamdata helps you make better data-driven decisions](https://www.g2.com/survey_responses/dreamdata-review-8890082)"** **Rating:** 4.5/5.0 stars *— Kürşat K.* [Read full review](https://www.g2.com/survey_responses/dreamdata-review-8890082) --- **"[Dreamdata Delivers Clear Multi-Touch Attribution and Customer Journey Insights](https://www.g2.com/survey_responses/dreamdata-review-12631818)"** **Rating:** 5.0/5.0 stars *— Daniel M.* [Read full review](https://www.g2.com/survey_responses/dreamdata-review-12631818) --- #### What Are G2 Users Discussing About Dreamdata? - [What is Dreamdata used for?](https://www.g2.com/discussions/what-is-dreamdata-used-for) ### 2. [Maestra](https://www.g2.com/products/maestraplatform/reviews) Maestra is an all-in-one personalization platform for DTC brands that helps personalize beyond email & SMS to drive +15% conversions. What’s included out of the box: - Real‑time CDP: unified profiles, identity resolution, calculated/custom fields, and product feeds - Omnichannel messaging: Email, SMS, MMS, RCS, push, messengers, chatbots, and ad-audience sync - Site & App personalization: pop‑ups, stories, banners/bars, surveys, and other dynamic blocks - Product personalization: recommendations, product quizzes, and product-feed images - Price personalization: loyalty bonuses, personal discounts, and referral systems - Analytics: reporting, segmentation, ad optimization, and attribution - White-glove service to ensure results and help brands get full value from the platform **Average Rating:** 4.7/5.0 **Total Reviews:** 73 **How Do G2 Users Rate Maestra?** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10) - **Predictive Modeling:** 9.8/10 (Category avg: 8.0/10) - **Data Enrichment:** 9.6/10 (Category avg: 8.6/10) - **Expandability:** 9.8/10 (Category avg: 8.6/10) **Who Is the Company Behind Maestra?** - **Seller:** [Maestra](https://www.g2.com/sellers/maestra) - **Company Website:** https://maestra.io/ - **Year Founded:** 2022 - **HQ Location:** Arlington, MA - **LinkedIn® Page:** https://www.linkedin.com/company/maestraplatform/ (101 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Retail, Apparel & Fashion - **Company Size:** 46% Mid-Market, 36% Small-Business #### What Are Maestra's Pros and Cons? **Pros:** - Customer Support (33 reviews) - Helpful (25 reviews) - Ease of Use (24 reviews) - Easy Integration (15 reviews) - Automation (14 reviews) **Cons:** - Learning Curve (11 reviews) - Not Intuitive (7 reviews) - Segmentation Issues (6 reviews) - Complex Navigation (5 reviews) - Limited Features (5 reviews) ### What Do G2 Reviewers Say About Maestra? *AI-generated summary from verified user reviews* **Pros:** - Users commend Maestra's **exceptional customer support** , receiving timely assistance and valuable insights for success in campaigns. - Users appreciate the **strong support from account managers** at Maestra, enhancing overall satisfaction and success with the platform. - Users highlight the **ease of use** of Maestra, enabling effortless campaign creation and efficient team collaboration. - Users praise the **easy integration** of Maestra with existing systems, enhancing workflow without complications or additional costs. - Users value the **automation capabilities** of Maestra, enhancing efficiency and optimizing their email marketing strategies effectively. **Cons:** - Users find the **learning curve steep** due to complex filters and segment setup, requiring additional support for clarity. - Users find the **filter options complex and confusing** , impacting their ability to efficiently set up campaigns. - Users find the **segmentation issues** challenging, as filters can be complex and not intuitive for creating segments. - Users often find the **navigation complex** , leading to confusion when setting up segments and campaigns effectively. - Users find the **limited features** of Maestra can hinder flexibility and require extra reliance on support for integration. #### What Are Recent G2 Reviews of Maestra? **"[How We Improved New User Activation with Maestra](https://www.g2.com/survey_responses/maestra-review-12960142)"** **Rating:** 5.0/5.0 stars *— Aynura T.* [Read full review](https://www.g2.com/survey_responses/maestra-review-12960142) --- **"[Maestra: A Powerful CRM Marketing Tool Backed by Outstanding Support](https://www.g2.com/survey_responses/maestra-review-13076783)"** **Rating:** 5.0/5.0 stars *— Arina A.* [Read full review](https://www.g2.com/survey_responses/maestra-review-13076783) --- ### 3. [Blueshift](https://www.g2.com/products/blueshift/reviews) Stop fighting your tech stack and start talking to your customers with a platform that actually works for you. We built Blueshift because we were tired of clunky tools that add more work to your day. It is not another confusing box of parts that leaves you to figure it out on your own. We brought your data, AI, and channels together so you can focus on your message instead of your technical setup. Most marketers spend more time cleaning messy spreadsheets than actually sending emails. Our platform aggregates customer data to create meaningful profiles. You can see what people are doing in real time instead of looking at what they did weeks ago. This lets you send messages that feel personal because they are based on how people really act. It is about being relevant without the manual struggle. You should not need a math degree or an IT team to run a basic campaign. Our Customer AI handles the heavy lifting by predicting what your customers want and when they want to hear from you. It points out which groups to target and suggests the right products for each person. This AI even runs your A/B tests for you. It saves the average team about 40 hours of work every month. That is a lot of time you could spend on things that actually matter. You can coordinate everything from email and SMS to your website in one place. Your customers get a smooth ride no matter where they interact with your brand. We integrate seamlessly with your current tools so you can get started quickly. It is a simple way to increase sales and satisfy your customers without the usual operational nightmare. **Average Rating:** 4.4/5.0 **Total Reviews:** 273 **How Do G2 Users Rate Blueshift?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10) - **Predictive Modeling:** 8.4/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.7/10 (Category avg: 8.6/10) - **Expandability:** 8.8/10 (Category avg: 8.6/10) **Who Is the Company Behind Blueshift?** - **Seller:** [Blueshift Labs](https://www.g2.com/sellers/blueshift-labs) - **Company Website:** https://blueshift.com - **Year Founded:** 2014 - **HQ Location:** San Francisco, CA - **Twitter:** @blueshiftlabs (1,884 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3768967/ (96 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Email Marketing Manager, Email Marketing Specialist - **Top Industries:** Financial Services, Marketing and Advertising - **Company Size:** 53% Mid-Market, 34% Small-Business #### What Are Blueshift's Pros and Cons? **Pros:** - Ease of Use (27 reviews) - Customer Support (20 reviews) - Features (14 reviews) - Personalization (14 reviews) - Market Segmentation (13 reviews) **Cons:** - Learning Curve (19 reviews) - Missing Features (9 reviews) - Feature Development (8 reviews) - Complexity (7 reviews) - Expensive (7 reviews) ### What Do G2 Reviewers Say About Blueshift? *AI-generated summary from verified user reviews* **Pros:** - Users find Blueshift to be **easy to learn and user-friendly** , making onboarding and building email journeys straightforward. - Users value the **responsive customer support** of Blueshift, appreciating quick assistance and helpful training resources. - Users value the **advanced features and seamless integration** of Blueshift, enhancing customer engagement and marketing effectiveness. - Users value Blueshift for its **advanced AI personalization** capabilities, enhancing customer engagement through tailored marketing experiences. - Users appreciate the **powerful segmentation capabilities** of Blueshift, enabling targeted communication and advanced personalization. **Cons:** - Users find the **learning curve steep** , requiring significant resources and training to effectively utilize Blueshift. - Users find Blueshift's **missing features** in reporting and workflow builders hinder their overall experience and usability. - Users find the **lack of essential features** frustrating, but appreciate the support team's responsiveness to requests. - Users find Blueshift's **complexity** challenging, noting difficulties in reporting and navigating the platform effectively. - Users find Blueshift to be **expensive** , making it challenging for smaller teams and businesses to afford. #### What Are Recent G2 Reviews of Blueshift? **"[Powerful Blueshift Functionality That Brings Enterprise Features to Hospitality](https://www.g2.com/survey_responses/blueshift-review-12824266)"** **Rating:** 5.0/5.0 stars *— Bryce P.* [Read full review](https://www.g2.com/survey_responses/blueshift-review-12824266) --- **"[Easy Segmentation and Multichannel Workflows in One Powerful Platform](https://www.g2.com/survey_responses/blueshift-review-12372401)"** **Rating:** 4.0/5.0 stars *— Verified User in Online Media* [Read full review](https://www.g2.com/survey_responses/blueshift-review-12372401) --- #### What Are G2 Users Discussing About Blueshift? - [What is Blueshift used for?](https://www.g2.com/discussions/what-is-blueshift-used-for) ### 4. [Clientbook](https://www.g2.com/products/clientbook/reviews) Clientbook is the digital sales assistant for jewelers and other luxury retailers to make more money. We make your team clienteling rockstars by organizing customer data, automating follow-ups, and leveraging AI to create personalized and timely communications to bring customers back into your store. Nearly a thousand jewelers around the country are achieving more repeat business, building deeper customer relationships, and generating more income by using Clientbook. They love having a virtual sales assistant working nonstop helping sales associates to level up and create more opportunities for a sale. **Average Rating:** 4.5/5.0 **Total Reviews:** 44 **How Do G2 Users Rate Clientbook?** - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.1/10) - **Predictive Modeling:** 7.2/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.4/10 (Category avg: 8.6/10) - **Expandability:** 8.3/10 (Category avg: 8.6/10) **Who Is the Company Behind Clientbook?** - **Seller:** [Clientbook](https://www.g2.com/sellers/clientbook) - **Year Founded:** 2017 - **HQ Location:** Lehi, UT - **LinkedIn® Page:** https://www.linkedin.com/company/clientbook-retail/ (22 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Luxury Goods & Jewelry, Retail - **Company Size:** 91% Small-Business, 7% Mid-Market #### What Are Clientbook's Pros and Cons? **Pros:** - Easy Communication (7 reviews) - Customer Engagement (5 reviews) - Customer Support (5 reviews) - Daily Use (4 reviews) - Ease of Use (4 reviews) **Cons:** - Software Bugs (3 reviews) - Data Management Issues (2 reviews) - Poor Categorization (2 reviews) - SMS Limitations (2 reviews) - System Limitations (2 reviews) ### What Do G2 Reviewers Say About Clientbook? *AI-generated summary from verified user reviews* **Pros:** - Users value the **easy communication** with clients through Clientbook, enhancing sales follow-up and increasing deposit payments. - Users value the **customer engagement capabilities** of Clientbook, enhancing relationships through personalized communication and insights. - Users appreciate the **helpful customer support** from Clientbook, enhancing their experience and addressing queries effectively. - Users find Clientbook **extremely convenient** for managing customer inquiries and capturing sales efficiently every day. - Users find **Clientbook easy to use** , enabling quick client responses and efficient communication while staying organized. **Cons:** - Users experience several **frequent glitches** , but appreciate the prompt resolution and supportive customer service. - Users express frustration with **data management issues** , particularly difficulties in client addition and language limitations. - Users experience **poor categorization** in Clientbook, leading to disorganization and missed communications in their inbox. - Users express frustration with **SMS limitations** , particularly with messages ending up in spam and restrictive tagging options. - Users find the **system limitations** of Clientbook frustrating, with issues like client availability and edit restrictions. #### What Are Recent G2 Reviews of Clientbook? **"[I'm Making More Money with Clientbook](https://www.g2.com/survey_responses/clientbook-review-10444143)"** **Rating:** 5.0/5.0 stars *— jenna h.* [Read full review](https://www.g2.com/survey_responses/clientbook-review-10444143) --- **"[Fast, Easy Customer Communication with Reliable Edge Integration](https://www.g2.com/survey_responses/clientbook-review-12703472)"** **Rating:** 4.5/5.0 stars *— Kaitlyn A.* [Read full review](https://www.g2.com/survey_responses/clientbook-review-12703472) --- #### What Are G2 Users Discussing About Clientbook? - [What is Clientbook Retail used for?](https://www.g2.com/discussions/what-is-clientbook-retail-used-for) ### 5. [SAS Customer Intelligence 360](https://www.g2.com/products/sas-customer-intelligence-360-sas/reviews) SAS Customer Intelligence 360 is a sophisticated Customer Engagement Platform designed to assist marketers in transforming insights into actionable strategies that foster seamless and personalized customer experiences. This platform serves as a comprehensive solution for businesses seeking to enhance their marketing efforts by moving beyond outdated MarTech systems. By enabling tailored interactions that respond to real-time customer needs, SAS Customer Intelligence 360 empowers organizations to engage effectively with their audience. Targeted primarily at marketing professionals and organizations looking to optimize their customer engagement strategies, SAS Customer Intelligence 360 is particularly beneficial for those who require a robust tool for audience segmentation, campaign design, and personalization. The platform is designed to cater to a variety of use cases, including the need for detailed customer profiling and the integration of both online and offline interactions. By consolidating these interactions, marketers gain a 360-degree view of customer behavior, allowing for more informed decision-making and enhanced customer engagement. One of the key features of SAS Customer Intelligence 360 is its user-friendly interface, which simplifies complex tasks such as audience segmentation and campaign management. This accessibility enables marketers to act swiftly and effectively without needing extensive technical expertise. The platform’s ability to dynamically connect known and unknown digital activities further enriches customer profiles, providing marketers with deeper insights into customer preferences and behaviors. Additionally, SAS Customer Intelligence 360 stands out due to its seamless integration capabilities. It can connect with data residing in various environments, whether in the cloud, on-premises, or within other MarTech tools. This flexibility eliminates the need for costly migrations and allows organizations to leverage their existing data infrastructure. The platform captures detailed customer behaviors, including purchase intent and significant life events, facilitating personalized and targeted communications across multiple channels. Advanced decision-making methodologies, ranging from traditional business rules to sophisticated AI models, ensure that every customer interaction is relevant and impactful. This capability not only enhances the effectiveness of marketing campaigns but also fosters stronger relationships between brands and their customers. By utilizing SAS Customer Intelligence 360, organizations can elevate their marketing efforts, delivering meaningful and personalized experiences that resonate with their audience. **Average Rating:** 4.4/5.0 **Total Reviews:** 143 **How Do G2 Users Rate SAS Customer Intelligence 360?** - **Has the product been a good partner in doing business?:** 8.2/10 (Category avg: 9.1/10) - **Predictive Modeling:** 8.5/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.8/10 (Category avg: 8.6/10) - **Expandability:** 8.6/10 (Category avg: 8.6/10) **Who Is the Company Behind SAS Customer Intelligence 360?** - **Seller:** [SAS Institute Inc.](https://www.g2.com/sellers/sas-institute-inc-df6dde22-a5e5-4913-8b21-4fa0c6c5c7c2) - **Company Website:** https://www.sas.com/ - **Year Founded:** 1976 - **HQ Location:** Cary, NC - **Twitter:** @SASsoftware (60,863 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1491/ (18,638 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising, Banking - **Company Size:** 46% Mid-Market, 34% Enterprise #### What Are SAS Customer Intelligence 360's Pros and Cons? **Pros:** - Insights (16 reviews) - Ease of Use (15 reviews) - Analytics (11 reviews) - Features (11 reviews) - Capabilities (9 reviews) **Cons:** - Learning Curve (15 reviews) - Integration Issues (11 reviews) - Expensive (10 reviews) - Difficult Setup (7 reviews) - Complexity (6 reviews) ### What Do G2 Reviewers Say About SAS Customer Intelligence 360? *AI-generated summary from verified user reviews* **Pros:** - Users value the **comprehensive, unified view of customers** from SAS Customer Intelligence 360 for effective marketing strategies. - Users highlight the **ease of use** in SAS Customer Intelligence 360, making data management and reporting straightforward. - Users value the **advanced analytics** capabilities of SAS Customer Intelligence 360 for crafting effective, data-driven marketing strategies. - Users value the **single view of customers** SAS Customer Intelligence 360 provides, enhancing understanding of customer needs. - Users appreciate the **differentiating flexibility** of SAS Customer Intelligence 360 for developing tailored marketing strategies and campaigns. **Cons:** - Users experience a **steep learning curve** with SAS Customer Intelligence 360, making initial usage challenging and complex. - Users often face **integration issues** that complicate the setup and connectivity with existing systems in SAS Customer Intelligence 360. - Users note that SAS Customer Intelligence 360 has a **high price point** , making it less accessible for some businesses. - Users find the **difficult setup** of SAS Customer Intelligence 360 challenging, requiring significant time and training to integrate. - Users find the **complexity of the interface** challenging, requiring significant training for effective use of SAS Customer Intelligence 360. #### What Are Recent G2 Reviews of SAS Customer Intelligence 360? **"[Flexible integrations and support always available](https://www.g2.com/survey_responses/sas-customer-intelligence-360-review-13106699)"** **Rating:** 4.0/5.0 stars *— Ian M.* [Read full review](https://www.g2.com/survey_responses/sas-customer-intelligence-360-review-13106699) --- **"[Powerful Platform for Real-Time Customer Engagement](https://www.g2.com/survey_responses/sas-customer-intelligence-360-review-13118670)"** **Rating:** 4.5/5.0 stars *— Michal K.* [Read full review](https://www.g2.com/survey_responses/sas-customer-intelligence-360-review-13118670) --- #### What Are G2 Users Discussing About SAS Customer Intelligence 360? - [What is SAS Intelligent Advertising for Publishers used for?](https://www.g2.com/discussions/sas-intelligent-advertising-for-publishers-what-is-sas-intelligent-advertising-for-publishers-used-for) - [What is SAS Intelligent Advertising for Publishers used for?](https://www.g2.com/discussions/what-is-sas-intelligent-advertising-for-publishers-used-for) ### 6. [CustomerLabs 1PD Ops Platform](https://www.g2.com/products/customerlabs-1pd-ops-platform/reviews) CustomerLabs is a no-code First-Party Data Ops (1PD Ops) platform built for performance marketing teams who want to train ad platforms on first-party signals that actually drive business outcomes. Instead of letting Meta, Google, TikTok, and LinkedIn optimise for generic conversion noise, CustomerLabs unifies website, CRM, offline, and identity data into one operating layer, then sends optimisation-ready signals back to every growth platform across 200+ destinations. Trusted by 1000+ brands and agencies worldwide, CustomerLabs is privacy-first by design and built for e-commerce, lead generation, health & wellness, and agency teams. Why signal quality, not tracking, is the real problem Tracking is no longer the whole problem. Signal quality is. When website events, CRM stages, offline revenue, and identity data stay disconnected, ad platforms optimise against incomplete signals, and the cost shows up everywhere. Browser-only events leave platforms with weaker identity match quality and less reliable learning. Revenue quality, lifecycle stage, and offline outcomes never make it back to bidding platforms. CRM stages, offline sales, and qualified leads stay trapped in separate systems instead of improving campaign optimisation. The result: platforms chase cheap conversions instead of new customers, qualified pipelines, or high-value buyers. CustomerLabs stitches these scattered systems into one usable operating layer, so platforms learn from cleaner, richer feedback. The 1PD Ops Stack Collect & Resolve. Bring data in from your website, CRM, backend, webhooks, POS, and offline sources. Resolve identity into one profile per person across browser, CRM, and ad clicks. First-party domain tracking stores server-side cookies on your own domain, so identity persists beyond ITP and browser restrictions. Build & Sync. Build audiences segmented by lifecycle, value, CRM stage, and purchase behaviour. Route events and audiences to Meta, Google, LinkedIn, TikTok, and 200+ more destinations from one pipeline. Activate, Measure, & Govern. Auto-refresh audience membership across every platform in real time. Track offline conversions by sending CRM stages, in-store sales, and phone orders back as ad conversions. Fix CAPI and EMQ through identity enrichment, deduplication, and first-party domain delivery. Govern everything with encryption, consent management, regional hosting, and DPA, GDPR, HIPAA, and CCPA compliances. Key Features Server-Side Tracking & Conversions API (CAPI): Collect store purchase events and lead form submissions without loss, then sync them to Meta, Google Ads, TikTok, and LinkedIn from one server-side pipeline. First-party domain tracking preserves fbclid and gclid on your own domain so attribution and ROAS reporting stay accurate for stores and lead funnels. Identity Resolution: Map anonymous and known users into one unified profile across browser, CRM, and ad clicks, improving match rates and Event Match Quality (EMQ) for stronger algorithmic learning. Signal Engineering: Go beyond tracking. Not every purchase should train the algorithm the same way. Filter, enrich, and split raw events into curated outcome signals: new customers vs. returning buyers, high-AOV orders, qualified pipeline (MQL, SQL, and won stages), category purchases, and repeat buyers, so platforms optimize for the outcomes that actually matter. Session Enrichment for Algorithm Training: Algorithms learn in sequence. Enriched sessions with purchase events or CRM stage changes help Meta and Google understand shopper and lead behaviour before they convert. Audience Builder & Real-Time Activation: Segment by lifecycle, value, CRM stage, and purchase behaviour. Auto-refresh audience membership across every connected platform in real time, recovering stronger remarketing pools with cleaner identity and higher match rates. Offline Conversion Tracking: Send CRM stages, in-store sales, COD orders, and phone orders back into ad platform learning so the full business, not just web conversions, is visible to optimisation. Value-Based Bidding Signals: Send order value and revenue tiers with every purchase event so ad platforms bid for margin and high-value buyers, not low-AOV conversions. True Click Attribution & Funnel Analytics: Measure orders, revenue, and qualified pipeline by channel. Know which campaigns deserve more budget, not what platforms inflate in their own dashboards. Track which products turn views into purchases and which lead stages turn clicks into SQL and won deals. Privacy, Consent & Data Residency: Privacy-first by design with hashing, consent-aware collection, server-side delivery, and regional hosting across the EU (Frankfurt), US (Virginia), and APAC (Singapore). Compliant with GDPR, HIPAA, CCPA, and DPA, keeping signal flow durable even when platform restrictions break default setups. Outcomes You Can Train For CustomerLabs lets teams choose the outcome they want more of. Train campaigns on new buyers instead of every buyer in the same pool. Optimize for subscriber starts, renewals, and repeat value instead of one-time purchases. Push qualified CRM stages back into platforms so optimisation improves pipeline quality, not just form-fill volume. Send revenue tiers and basket value back so platforms bid toward the buyers that matter most. Recover stronger remarketing pools with cleaner identity and higher match rates. Use product and category signals to push spend toward higher-margin catalogue demand. Send store sales, COD, and closed revenue back into platform learning. Keep signal flow durable with consent-aware collection and tighter downstream control. Built For Your Stack DTC & Ecommerce: Separate new vs. returning customers; send value signals; and scale what matters, driving up to 86% new-customer purchases. Lead Gen & B2B: Push MQL, SQL, and won stages back so platforms find better leads instead of cheap form fills, improving the lead-to-opportunity ratio by 20%. Agencies: Manage signal quality, match rates, and outcomes across every client from one setup instead of rebuilding workflows per account. Offline & COD: Make invisible revenue visible to ads by sending store sales, COD, and POS conversions back to Meta and Google. Health & Wellness: Stay live through platform restrictions with consent-aware, privacy-safe signal delivery. One brand recovered a 9.3 EMQ score in under 24 hours after metadata restrictions. Multi-Platform Ecommerce: Unify Shopify, CRM, and POS into one signal layer so platforms learn from cleaner customer and revenue feedback. Proven Outcomes Smars, a leading jewellery brand, scaled campaigns to 86% new-customer purchases (212 of 247 conversions were net-new buyers) by training Meta and Google on first-time buyers instead of returning purchasers in the same conversion pool, using new-customer acquisition signals (NCAC). Fateh increased its lead-to-opportunity ratio by 20% by sending MQL, SQL, and won stages back to ad platforms so campaigns learnt from pipeline quality rather than raw form fills. Dundas Life slashed top-of-funnel lead costs by 60% by feeding lead-stage values into Google Enhanced Conversions, moving bidding toward deals won instead of cheap top-of-funnel leads. A personal wellness brand overcame Meta's data restrictions by recovering a 9.3 EMQ score through consent-aware hashing and first-party domain delivery, staying live when default setups broke. Other teams have controlled cost-per-purchase across multiple products by sending order value with every purchase event and improved retargeting performance while reducing cost-per-lead using cleaner first-party audiences. Across geos and verticals, brands report results like 95% event match, +3.8x ROAS, +62% new customers, 96% data accuracy, +55% audience reach, +2.8x ROAS, +40% attribution, +45% prepaid orders, and +3.2x customer LTV. Who Uses CustomerLabs CustomerLabs is trusted by performance teams at brands and agencies, including The Sleep Company, Mokobara, Snitch, The Good Bug, Goodbody Wellness, WPP, Dentsu, Rare Rabbit, and many more across 19+ industries, from e-commerce and lead generation to health and wellness and agency operations. Frequently Asked Questions Do I need a credit card to start? No. CustomerLabs offers a 14-day trial with no card upfront. Use cases are scoped before signup, so the trial period is purely for data audit, data ingestion, and activation. Where is my data stored? CustomerLabs offers regional hosting across the EU (Frankfurt), US (Virginia), and APAC (Singapore) to meet data residency requirements. Is CustomerLabs privacy-compliant? Yes. The platform is built to support GDPR, HIPAA, and CCPA compliance, with hashing, consent-aware collection, and server-side delivery. Most teams already have CAPI live. The real question is whether the platform is learning from the right purchase signal, and that is exactly what CustomerLabs Signal Engineering solves. CustomerLabs gives performance marketing teams one system for first-party data collection, identity resolution, and signal engineering, moving them from tracking fixes to true 1PD Ops. **Average Rating:** 4.8/5.0 **Total Reviews:** 31 **How Do G2 Users Rate CustomerLabs 1PD Ops Platform?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10) - **Predictive Modeling:** 9.2/10 (Category avg: 8.0/10) - **Data Enrichment:** 10.0/10 (Category avg: 8.6/10) - **Expandability:** 9.9/10 (Category avg: 8.6/10) **Who Is the Company Behind CustomerLabs 1PD Ops Platform?** - **Seller:** [CustomerLabs](https://www.g2.com/sellers/customerlabs) - **Year Founded:** 2013 - **HQ Location:** Willington, US - **Twitter:** @customerlabsco (342 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2828395 (46 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 52% Small-Business, 23% Mid-Market #### What Are CustomerLabs 1PD Ops Platform's Pros and Cons? **Pros:** - Customer Support (9 reviews) - Ease of Use (6 reviews) - Easy Setup (6 reviews) - Helpful (6 reviews) - Setup Ease (6 reviews) **Cons:** - Expensive (2 reviews) - Complex Reporting (1 reviews) - Cost (1 reviews) - Difficult Reporting (1 reviews) - Difficult Setup (1 reviews) ### What Do G2 Reviewers Say About CustomerLabs 1PD Ops Platform? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **outstanding customer support** from CustomerLabs, enjoying quick assistance and transparent communication. - Users highlight the **easy setup process** of CustomerLabs 1PD Ops Platform, making integration quick and efficient. - Users commend the **easy setup** of CustomerLabs 1PD Ops Platform, finding the process quick and efficient with excellent support. - Users value the **extensive data availability** of CustomerLabs 1PD Ops Platform, enhancing their analytics and operational efficiency. - Users find the **initial setup extremely easy** , appreciating quick assistance and minimal effort needed from developers. **Cons:** - Users find the **pricing model linked to event tracking expensive** , suggesting alternatives for more cost-effective options. - Users feel that **complex reporting structures** hinder their understanding of customer origins within the platform. - Users find the **pricing model linked to tracked events** to be potentially more affordable for better value. - Users feel the **difficult reporting** structures hinder understanding customer origins, impacting effective decision-making. - Users find the **difficult setup** of CustomerLabs challenging without technical skills, though support is helpful in guiding them. #### What Are Recent G2 Reviews of CustomerLabs 1PD Ops Platform? **"[Easy to Use, Flexible Support, and a Big Win with Meta Tracking](https://www.g2.com/survey_responses/customerlabs-1pd-ops-platform-review-13122940)"** **Rating:** 5.0/5.0 stars *— Cam H.* [Read full review](https://www.g2.com/survey_responses/customerlabs-1pd-ops-platform-review-13122940) --- **"[Expert Support and Streamlined Integration](https://www.g2.com/survey_responses/customerlabs-1pd-ops-platform-review-12870045)"** **Rating:** 4.5/5.0 stars *— Harish K.* [Read full review](https://www.g2.com/survey_responses/customerlabs-1pd-ops-platform-review-12870045) --- #### What Are G2 Users Discussing About CustomerLabs 1PD Ops Platform? - [What is a CDP solution?](https://www.g2.com/discussions/customerlabs-cdp-what-is-a-cdp-solution) - [What is a CDP solution?](https://www.g2.com/discussions/what-is-a-cdp-solution) - [What is CDP and various function of CDP?](https://www.g2.com/discussions/what-is-cdp-and-various-function-of-cdp) - [What are the benefits of CDP?](https://www.g2.com/discussions/what-are-the-benefits-of-cdp) - [What is CDP software?](https://www.g2.com/discussions/what-is-cdp-software) - 1 comment, 1 upvote ### 7. [Forest](https://www.g2.com/products/forest-app/reviews) Forest is the operational infrastructure regulated companies grow on. It's where your team and your AI agents run compliance and business operations together, across any provider and any database, with your data staying in your systems. The problem we solve. Regulated ops teams run compliance and business ops across a widening stack: more provider portals, tighter regulation, and now AI agents plugging into workflows nobody scoped. The result: ops capacity goes to managing the system, not managing risk. What we bring. Four layers that make agentic ops safe in regulated environments. 1. Sovereign data backbone. Forest reads and writes directly to your databases and APIs through datasources. Providers and AI models plug in through MCP connectors. Client-hosted, your data never leaves your infrastructure. 2. Intelligent ops orchestration. Build workflows or code actions where your team and AI agents work the same cases: KYC/KYB, AML, fraud, payment ops, disputes, crypto compliance. AI handles the repetitive; humans make the calls that matter. 3. Compliance and AI governance. One permission model for humans and AI agents. Record-level audit log with reasoning traces for AI steps. SOC 2 certified, GDPR-aligned. The evidence layer your compliance team needs to demonstrate compliance. 4. Composable and headless. Bring your own AI agents, model, and vendors. Forest's MCP server exposes data, actions, and workflows under your audit model. Swap a KYC provider, PSP, or model without rewriting workflows. Trusted by ambitious fintechs. Forest is the back-office powering Ops at fast-growing fintechs across Europe, the Americas, and beyond. Teams at Belvo, Qonto, Raylo, Roundtable, Spendesk, Swan, and Modern Treasury rely on Forest to run secure, auditable, and scalable operations. Forest was previously known as Forest Admin. Learn more at forest.app. **Average Rating:** 4.6/5.0 **Total Reviews:** 58 **How Do G2 Users Rate Forest?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10) - **Predictive Modeling:** 7.0/10 (Category avg: 8.0/10) - **Data Enrichment:** 7.8/10 (Category avg: 8.6/10) - **Expandability:** 8.3/10 (Category avg: 8.6/10) **Who Is the Company Behind Forest?** - **Seller:** [Forest](https://www.g2.com/sellers/forest) - **Year Founded:** 2017 - **HQ Location:** San Francisco, California - **Twitter:** @ForestAdmin (1,410 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/6593185 (40 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Financial Services - **Company Size:** 59% Small-Business, 38% Mid-Market #### What Are Forest's Pros and Cons? **Pros:** - Ease of Use (7 reviews) - Customization (6 reviews) - Intuitive (5 reviews) - Customizability (4 reviews) - Customization Options (4 reviews) **Cons:** - Design Limitations (2 reviews) - Onboarding Difficulties (2 reviews) - Poor Design (2 reviews) - Slow Performance (2 reviews) - Update Issues (2 reviews) ### What Do G2 Reviewers Say About Forest? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **ease of use** of Forest, appreciating its intuitive design and flexible configuration for daily tasks. - Users value the **customizability** of Forest Admin, enhancing efficiency and adapting tools to fit team needs seamlessly. - Users find Forest Admin to be incredibly **intuitive** , streamlining workflows and enhancing internal efficiency effortlessly. - Users value the **customizability** of Forest, empowering efficient workflows tailored to specific team needs without developer involvement. - Users value the **customization options** of Forest, which enhance efficiency and adapt to team needs seamlessly. **Cons:** - Users feel the design has **limitations** that could lead to management issues and inconsistencies across teams. - Users face **onboarding difficulties** due to technical setup requirements, limiting self-sufficiency without engineering support. - Users feel the **poor design** of Forest hinders team management and lacks a cohesive UI across teams. - Users experience **slow performance** with Forest, particularly in data retrieval and loading times during use. - Users express concerns about **update issues** , which can hinder setup and take time to resolve effectively. #### What Are Recent G2 Reviews of Forest? **"[User Friendly & easy on the eye](https://www.g2.com/survey_responses/forest-review-11075836)"** **Rating:** 5.0/5.0 stars *— Verified User in Hospital & Health Care* [Read full review](https://www.g2.com/survey_responses/forest-review-11075836) --- **"[Massive-scale back‑office built in minutes, backed by exceptional support](https://www.g2.com/survey_responses/forest-review-11314354)"** **Rating:** 5.0/5.0 stars *— Sebastiaan D.* [Read full review](https://www.g2.com/survey_responses/forest-review-11314354) --- #### What Are G2 Users Discussing About Forest? - [What is Forest Admin used for?](https://www.g2.com/discussions/what-is-forest-admin-used-for) ### 8. [Fullstory](https://www.g2.com/products/fullstory/reviews) Fullstory is a behavioral data and analytics platform that helps technology leaders and digital experience teams understand their digital story so they can drive better digital experiences. Customer-centric enterprises rely on Fullstory to uncover and eliminate the friction buried between clicks and across workflows, turning frustrated visitors and employees into unwavering advocates. From proactively highlighting areas for optimization to triggering real-time personalization that genuinely resonates, Fullstory’s behavioral data with agentic AI provides deeper and more immediately actionable insights beyond conventional web and product analytics. While other tools require extensive manual tagging that can lead to missed insights, Fullstory automatically collects, structures, and enriches the full spectrum of behavioral data from digital activities. Diagnostics on what users play and pause, what they copy and paste, where they zoom in & out, what apps are in use, then translates those behaviors into actions, insights, and recommendations, all aiding to improve customer and employee journeys. Agentic AI proactively highlights issues and provides recommendations to eliminate gaps in the digital experience, driving improved business outcomes. With a deeper understanding of customer and employee journeys, Fullstory provides the context needed to improve digital experiences, accelerate decision-making, and create human-centered experiences that drive revenue and reduce spend, faster. **Average Rating:** 4.5/5.0 **Total Reviews:** 1,032 **How Do G2 Users Rate Fullstory?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10) - **Predictive Modeling:** 6.8/10 (Category avg: 8.0/10) - **Data Enrichment:** 7.4/10 (Category avg: 8.6/10) - **Expandability:** 7.7/10 (Category avg: 8.6/10) **Who Is the Company Behind Fullstory?** - **Seller:** [Fullstory](https://www.g2.com/sellers/fullstory) - **Company Website:** https://www.fullstory.com - **Year Founded:** 2014 - **HQ Location:** Atlanta, GA - **Twitter:** @fullstory (4,890 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3654338/ (570 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Product Manager, Senior Product Manager - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 44% Mid-Market, 37% Small-Business #### What Are Fullstory's Pros and Cons? **Pros:** - Ease of Use (55 reviews) - Insights (51 reviews) - Customer Support (45 reviews) - Helpful (38 reviews) - Data Analytics (36 reviews) **Cons:** - Learning Curve (25 reviews) - Limitations (24 reviews) - Missing Features (16 reviews) - Difficulty (14 reviews) - Limited Features (14 reviews) ### What Do G2 Reviewers Say About Fullstory? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **intuitive UI** of Fullstory, finding it easy to use and effective for analytics tasks. - Users appreciate the **intuitive UI** of Fullstory, which simplifies dashboard setup and enhances usability significantly. - Users commend Fullstory's **top-notch customer support** , enhancing confidence and ease of use for analytics and insights. - Users value the **ease of use and insightful analytics** from Fullstory, enhancing their understanding of user behavior. - Users value the **robust data analytics** in FullStory, providing deep insights into customer behavior and experiences. **Cons:** - Users note a significant **learning curve** with Fullstory, though support teams help navigate the complexities effectively. - Users find the **lack of customization and difficult data sharing** to be a significant limitation of Fullstory. - Users note the **missing features** in Fullstory that hinder effective user flow and functionality across applications. - Users find **difficulty** in data governance and customization, making it challenging to leverage Fullstory's full capabilities. - Users find the **limited features** of Fullstory restrict their ability to track user flows and share data effectively. #### What Are Recent G2 Reviews of Fullstory? **"[Robust, Easy-to-Use Insights with Outstanding FullStory Support](https://www.g2.com/survey_responses/fullstory-review-12937876)"** **Rating:** 5.0/5.0 stars *— Bobbi M.* [Read full review](https://www.g2.com/survey_responses/fullstory-review-12937876) --- **"[An useful tool to track your users' journey](https://www.g2.com/survey_responses/fullstory-review-9718865)"** **Rating:** 4.5/5.0 stars *— Federico M.* [Read full review](https://www.g2.com/survey_responses/fullstory-review-9718865) --- #### What Are G2 Users Discussing About Fullstory? - [What is FullStory used for?](https://www.g2.com/discussions/what-is-fullstory-used-for) - 1 comment, 1 upvote - [What is Usetiful used for?](https://www.g2.com/discussions/what-is-usetiful-used-for) - 1 comment - [How does FullStory work?](https://www.g2.com/discussions/fullstory-how-does-fullstory-work) - [What is full story com?](https://www.g2.com/discussions/what-is-full-story-com) - [How much does FullStory cost?](https://www.g2.com/discussions/how-much-does-fullstory-cost) ### 9. [Dialog Insight](https://www.g2.com/products/dialog-insight/reviews) Dialog Insight is a customer engagement platform that empowers businesses to generate more customer touchpoints and build brand loyalty through the automation of personalization. The platform features a range of tools for creating and deploying campaigns, as well as analytics and reporting capabilities to track the success of those campaigns. Dialog Insight's key benefits include the ability to segment and target customer groups, automate and personalize communication, and optimize campaigns for maximum performance. Dialog Insight delivers a true 1:1 customer experience, targeting the right segment across all channels, and maximizing ROI while reducing cost and time.  **Average Rating:** 4.6/5.0 **Total Reviews:** 37 **How Do G2 Users Rate Dialog Insight?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10) - **Predictive Modeling:** 8.3/10 (Category avg: 8.0/10) - **Data Enrichment:** 9.3/10 (Category avg: 8.6/10) - **Expandability:** 9.3/10 (Category avg: 8.6/10) **Who Is the Company Behind Dialog Insight?** - **Seller:** [Dialog Insight](https://www.g2.com/sellers/dialog-insight) - **Year Founded:** 1999 - **HQ Location:** Quebec, Canada - **Twitter:** @DialogInsight (304 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/dialoginsight (68 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Non-Profit Organization Management - **Company Size:** 50% Small-Business, 37% Mid-Market #### What Are Recent G2 Reviews of Dialog Insight? **"[Easy-to-use platform and excellent customer service](https://www.g2.com/survey_responses/dialog-insight-review-9470698)"** **Rating:** 5.0/5.0 stars *— Veronique F.* [Read full review](https://www.g2.com/survey_responses/dialog-insight-review-9470698) --- **"[Great experience working with Dialog Insight](https://www.g2.com/survey_responses/dialog-insight-review-9588620)"** **Rating:** 4.5/5.0 stars *— Julie T.* [Read full review](https://www.g2.com/survey_responses/dialog-insight-review-9588620) --- #### What Are G2 Users Discussing About Dialog Insight? - [What is Dialog Insight used for?](https://www.g2.com/discussions/what-is-dialog-insight-used-for) - 1 upvote ### 10. [AdRoll ABM (Formerly RollWorks)](https://www.g2.com/products/adroll-abm-formerly-rollworks/reviews) AdRoll is a connected advertising platform designed to assist growth-oriented marketers in navigating the complexities of digital advertising. This software solution provides a comprehensive suite of tools that empower mid-sized businesses to transform intricate marketing challenges into clear strategies that drive customer engagement and conversion. By leveraging advanced artificial intelligence, AdRoll streamlines the advertising process, enabling users to focus on achieving their business goals. Targeted primarily at mid-sized businesses across various industries such as ecommerce, technology, financial services, and education, AdRoll caters to marketers seeking to enhance their advertising effectiveness. The platform is particularly beneficial for those looking to implement multi-channel advertising strategies, as it offers insights into audience behavior and cross-channel attribution. This functionality allows businesses to understand the customer journey better and optimize their marketing efforts accordingly. One of the standout features of AdRoll is its ability to deliver full-funnel performance. Marketers can create and manage campaigns that span multiple channels, ensuring that their messaging reaches potential customers at various touchpoints. Additionally, the platform provides valuable audience insights, helping users identify and target the right demographics effectively. For B2B teams, AdRoll's Account-Based Marketing (ABM) capabilities, previously known as RollWorks, enhance these features by enabling account-specific targeting and multi-touch campaigns, supported by real-time buyer intelligence. AdRoll's integration capabilities further distinguish it within the advertising software category. The platform seamlessly connects with various marketing tools and systems, allowing users to consolidate their advertising efforts in one place. This integration not only simplifies campaign management but also enhances data analysis, enabling marketers to make informed decisions based on comprehensive performance metrics. With nearly two decades of data backing its operations and a reputation for award-winning support, AdRoll equips marketing teams with the resources they need to advertise more intelligently, respond quickly to market changes, and achieve their objectives efficiently. **Average Rating:** 4.3/5.0 **Total Reviews:** 650 **How Do G2 Users Rate AdRoll ABM (Formerly RollWorks)?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10) - **Predictive Modeling:** 8.9/10 (Category avg: 8.0/10) - **Data Enrichment:** 9.1/10 (Category avg: 8.6/10) - **Expandability:** 8.1/10 (Category avg: 8.6/10) **Who Is the Company Behind AdRoll ABM (Formerly RollWorks)?** - **Seller:** [NextRoll](https://www.g2.com/sellers/nextroll) - **Company Website:** https://www.nextroll.com/ - **Year Founded:** 2018 - **HQ Location:** San Francisco, California - **Twitter:** @NextRoll_Inc (274 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/adroll/people/ (175 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Digital Marketing Manager, Marketing Manager - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 58% Mid-Market, 28% Small-Business #### What Are AdRoll ABM (Formerly RollWorks)'s Pros and Cons? **Pros:** - Ease of Use (168 reviews) - Audience Targeting (105 reviews) - Targeting (102 reviews) - Intent Data (99 reviews) - Customer Support (91 reviews) **Cons:** - Learning Curve (66 reviews) - Missing Features (60 reviews) - Limited Features (45 reviews) - Campaign Issues (42 reviews) - Targeting Limitations (41 reviews) ### What Do G2 Reviewers Say About AdRoll ABM (Formerly RollWorks)? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of AdRoll ABM, highlighting its simple setup and excellent customer support. - Users value the **precise audience targeting** of AdRoll ABM, enhancing engagement and guiding prospects through their journey. - Users value the **precise targeting ability** of AdRoll ABM, enhancing their advertising effectiveness across multiple channels. - Users value the **insightful intent data** from AdRoll ABM, enhancing targeting and ROI tracking across campaigns. - Users appreciate the **great customer support** from AdRoll, facilitating a smooth onboarding and integration process. **Cons:** - Users find the **steep learning curve** of AdRoll ABM challenging, especially with its complex campaign management terminology. - Users express concern over **missing features** , such as limited advertising options and inadequate reporting tools for effective use. - Users note the **limited features** of AdRoll ABM, particularly in filters and native advertising options for segmentation. - Users express frustration over **campaign issues** with AdRoll ABM, citing difficulties tracking leads and inconsistent reporting. - Users are frustrated with the **targeting limitations** of AdRoll ABM, making it hard to reach specific leads effectively. #### What Are Recent G2 Reviews of AdRoll ABM (Formerly RollWorks)? **"[Fantastic AdRoll Account Managers: Responsive, Insightful, and Business-Focused](https://www.g2.com/survey_responses/adroll-abm-formerly-rollworks-review-12671350)"** **Rating:** 4.5/5.0 stars *— Austin V.* [Read full review](https://www.g2.com/survey_responses/adroll-abm-formerly-rollworks-review-12671350) --- **"[Accurate Targeting, Needs UI Improvements](https://www.g2.com/survey_responses/adroll-abm-formerly-rollworks-review-11917117)"** **Rating:** 4.5/5.0 stars *— Amit Y.* [Read full review](https://www.g2.com/survey_responses/adroll-abm-formerly-rollworks-review-11917117) --- #### What Are G2 Users Discussing About AdRoll ABM (Formerly RollWorks)? - [What is RollWorks Account-Based Platform used for?](https://www.g2.com/discussions/what-is-rollworks-account-based-platform-used-for) ### 11. [Iterable](https://www.g2.com/products/iterable/reviews) Iterable is the AI customer engagement platform built for enterprise scale, loved by teams, and trusted by global brands like Priceline, Fabletics, Blockchain, and Box. It transforms data into action, powering intelligent, personalized experiences across every channel to drive measurable growth. Iterable gives teams the speed to move, the governance to stay in control, and the flexibility to continuously optimize performance at scale. With Iterable, customer engagement isn’t just a tactic—it’s a growth engine. Learn more at www.iterable.com. **Average Rating:** 4.4/5.0 **Total Reviews:** 814 **How Do G2 Users Rate Iterable?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10) - **Predictive Modeling:** 8.1/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.1/10 (Category avg: 8.6/10) - **Expandability:** 8.3/10 (Category avg: 8.6/10) **Who Is the Company Behind Iterable?** - **Seller:** [Iterable](https://www.g2.com/sellers/iterable) - **Company Website:** https://www.iterable.com - **Year Founded:** 2013 - **HQ Location:** San Francisco, CA - **Twitter:** @Iterable (2,603 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3119164/ (858 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Email Marketing Manager, Lifecycle Marketing Manager - **Top Industries:** Marketing and Advertising, Health, Wellness and Fitness - **Company Size:** 54% Mid-Market, 26% Small-Business #### What Are Iterable's Pros and Cons? **Pros:** - Ease of Use (128 reviews) - Intuitive (90 reviews) - Customer Support (81 reviews) - Helpful (77 reviews) - Automation (61 reviews) **Cons:** - Missing Features (68 reviews) - Learning Curve (54 reviews) - Limited Features (35 reviews) - Not Intuitive (32 reviews) - Limited Customization (30 reviews) ### What Do G2 Reviewers Say About Iterable? *AI-generated summary from verified user reviews* **Pros:** - Users commend the **ease of use** of Iterable, particularly appreciating the seamless onboarding and support from the team. - Users appreciate the **intuitive design** of Iterable, making campaign management and learning the platform effortless. - Users appreciate the **helpful and knowledgeable customer support** of Iterable, facilitating a smooth onboarding experience. - Users find Iterable's **exceptional support** and onboarding experience invaluable for maximizing their marketing efficiency and effectiveness. - Users value the **ease of automation** in Iterable, enhancing their marketing efficiency and customer engagement effortlessly. **Cons:** - Users express frustration over **missing features** in Iterable, including NHI filters and HTML template export options. - Users find the **learning curve for Iterable** steep, especially regarding advanced segmentation and journey initiation. - Users find Iterable's **limited features** hinder usability and require workarounds for better campaign management. - Users find Iterable's interface **not intuitive** , leading to frustration and a steep learning curve for new users. - Users are frustrated by the **limited customization** in Iterable, impacting flexibility in dynamic fields and reporting. #### What Are Recent G2 Reviews of Iterable? **"[Iterable: The Intuitive Platform That Makes Data Actionable](https://www.g2.com/survey_responses/iterable-review-12383489)"** **Rating:** 4.5/5.0 stars *— Jake B.* [Read full review](https://www.g2.com/survey_responses/iterable-review-12383489) --- **"[Iterable scales with your growth and unifies B2B and B2C journeys](https://www.g2.com/survey_responses/iterable-review-12943549)"** **Rating:** 5.0/5.0 stars *— Daniel A.* [Read full review](https://www.g2.com/survey_responses/iterable-review-12943549) --- #### What Are G2 Users Discussing About Iterable? - [Is iterable a CRM?](https://www.g2.com/discussions/is-iterable-a-crm) - [What is iterable in Java?](https://www.g2.com/discussions/what-is-iterable-in-java) - 1 comment - [How much does iterable cost?](https://www.g2.com/discussions/how-much-does-iterable-cost) - 1 comment - [What is Iterable?](https://www.g2.com/discussions/what-is-iterable) - 2 comments ### 12. [Lexer](https://www.g2.com/products/lexer-2021-04-20/reviews) Lexer is a leading Customer Data and Experience Platform (CDXP) that unifies fragmented data into a high-definition unified for retail and hospitality brands. By enriching first-party data with AI-powered predictive analytics and Experian insights, Lexer empowers business users to orchestrate hyper-targeted omnichannel campaigns and personalized 1:1 engagement. This all-in-one hub democratizes data across marketing, service, and sales teams, bridging the digital-physical divide with real-time context for authentic clienteling. Supported by dedicated retail and hospitality experts, Lexer ensures a rapid path to ROI, helping global brands own their customer destiny and achieve significant growth. Lexer is a private, Australian-founded company with a team of 100+ working with over 150 brands in Australia, Asia and the USA. To learn more about Lexer or get a demo, visit https://www.lexer.io/. **Average Rating:** 4.5/5.0 **Total Reviews:** 53 **How Do G2 Users Rate Lexer?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10) - **Predictive Modeling:** 7.7/10 (Category avg: 8.0/10) - **Data Enrichment:** 9.1/10 (Category avg: 8.6/10) - **Expandability:** 8.4/10 (Category avg: 8.6/10) **Who Is the Company Behind Lexer?** - **Seller:** [Lexer](https://www.g2.com/sellers/lexer) - **Year Founded:** 2010 - **HQ Location:** Melbourne, Australia - **Twitter:** @lexer (930 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/lexer/ (62 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Retail, Apparel & Fashion - **Company Size:** 42% Small-Business, 34% Mid-Market #### What Are Lexer's Pros and Cons? **Pros:** - Customer Support (2 reviews) - AI Technology (1 reviews) - Analytics (1 reviews) - Analytics Expertise (1 reviews) - Communication Efficiency (1 reviews) **Cons:** - Bugs (1 reviews) - Frustration (1 reviews) - Learning Curve (1 reviews) - Learning Difficulty (1 reviews) - Not User-Friendly (1 reviews) ### What Do G2 Reviewers Say About Lexer? *AI-generated summary from verified user reviews* **Pros:** - Users value the **responsive customer support** from Lexer, which enhances their experience and understanding of the platform. - Users recognize the **strong AI integrations** of Lexer, valuing their effectiveness and contributions to the product's functionality. - Users value the **unlimited insights and analytics** from Lexer, appreciating the support for actionable findings. - Users value the **analytics expertise** of Lexer, gaining unlimited insights and actionable takeaways from their customer data. - Users value the **communication efficiency** of Lexer, benefiting from clear insights and actionable support for their analytics. **Cons:** - Users report encountering **bugs** in Lexer that disrupt functionality and hinder overall user experience. - Users face frequent **frustration** when the page refreshes, causing them to lose their ongoing responses. - Users find the **learning curve challenging** , making it daunting for infrequent users despite ongoing improvements to simplify the experience. - Users feel that there are occasional **learning difficulties** with Lexer, especially for infrequent users, despite efforts to simplify. - Users find Lexer **not user-friendly** , often feeling it's daunting for those unfamiliar with the platform. #### What Are Recent G2 Reviews of Lexer? **"[Easy and responsive](https://www.g2.com/survey_responses/lexer-review-10837207)"** **Rating:** 4.5/5.0 stars *— Ronilo Junior Y.* [Read full review](https://www.g2.com/survey_responses/lexer-review-10837207) --- **"[Solutions for all problems](https://www.g2.com/survey_responses/lexer-review-10870150)"** **Rating:** 4.5/5.0 stars *— Verified User in Retail* [Read full review](https://www.g2.com/survey_responses/lexer-review-10870150) --- #### What Are G2 Users Discussing About Lexer? - [What is Lexer used for?](https://www.g2.com/discussions/what-is-lexer-used-for) ### 13. [Hull](https://www.g2.com/products/hull/reviews) Hull allows sales, marketing and customer success teams to make sense of the whole customer journey and use all customer data that’s otherwise locked up and siloed away in dozens of separate tools and databases. It puts everyone customer-facing in your organization on the same page by creating one common set of customer data across the whole customer journey. **Average Rating:** 4.6/5.0 **Total Reviews:** 41 **How Do G2 Users Rate Hull?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10) - **Predictive Modeling:** 2.5/10 (Category avg: 8.0/10) - **Data Enrichment:** 9.3/10 (Category avg: 8.6/10) - **Expandability:** 8.9/10 (Category avg: 8.6/10) **Who Is the Company Behind Hull?** - **Seller:** [Hull](https://www.g2.com/sellers/hull) - **Year Founded:** 2013 - **HQ Location:** Atlanta, GA - **Twitter:** @hull (2,501 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2853032/ (50 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Financial Services - **Company Size:** 49% Small-Business, 49% Mid-Market #### What Are Recent G2 Reviews of Hull? **"[Flexibility of connectors is amazing](https://www.g2.com/survey_responses/hull-review-6799854)"** **Rating:** 4.0/5.0 stars *— Verified User in Marketing and Advertising* [Read full review](https://www.g2.com/survey_responses/hull-review-6799854) --- **"[Hull is awesome to connect all kind of data but reliability...](https://www.g2.com/survey_responses/hull-review-4442394)"** **Rating:** 4.5/5.0 stars *— Jordan C.* [Read full review](https://www.g2.com/survey_responses/hull-review-4442394) --- ### 14. [Revotas](https://www.g2.com/products/revotas/reviews) Revotas is an insights-led customer experience platform trusted by over 1,000 global consumer brands such as Miele, Beşiktaş, Little Caesars, Toyota, Elite World Hotels and more. Digital-first and Enterprise brands from 20+ countries use Revotas to power digital marketing experiences for over 1 billion customers monthly and send 2.2 billion messages daily.   Revotas was recognized as a High Performer in G2 Winter 2024. Revotas has also recognized in four categories that include Customer Data Platform, E-commerce Personalization, Marketing Automation, Personalization. Product Description:   Customer Data Platform Revotas’s Customer Data Platform (CDP) is a specialized type of software designed to help businesses collect, consolidate, and manage customer data from various sources, and make this data accessible for marketing and customer engagement purposes. Revotas is a critical tool for businesses looking to deliver more personalized and effective marketing campaigns, as well as improve customer experiences.     Customer Engagement Platform Revotas based on artificial intelligence (AI) is a system that uses AI and machine learning technologies to enhance and optimize various aspects of email communication. Revotas can categorize and prioritize emails for users. It can identify important emails, filter out spam, and sort messages into different folders or categories. Automation Platform Revotas’ Marketing Automation Platform is a software solution designed to streamline, automate, and measure marketing tasks and workflows, allowing businesses to more effectively market their products and services to their target audiences. **Average Rating:** 4.8/5.0 **Total Reviews:** 58 **How Do G2 Users Rate Revotas?** - **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.1/10) - **Predictive Modeling:** 9.9/10 (Category avg: 8.0/10) - **Data Enrichment:** 10.0/10 (Category avg: 8.6/10) - **Expandability:** 9.9/10 (Category avg: 8.6/10) **Who Is the Company Behind Revotas?** - **Seller:** [Revotas](https://www.g2.com/sellers/revotas) - **Year Founded:** 2009 - **HQ Location:** Boston, MA - **Twitter:** @RevotasHQ (58 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/revotas/ (41 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising, Textiles - **Company Size:** 53% Mid-Market, 47% Small-Business #### What Are Revotas's Pros and Cons? **Pros:** - Customer Support (5 reviews) - Helpful (3 reviews) - Customer Engagement (2 reviews) - Ease of Use (2 reviews) - Easy Setup (2 reviews) **Cons:** - Complex Reporting (1 reviews) - Dashboard Issues (1 reviews) - Inadequate Reporting (1 reviews) - Learning Curve (1 reviews) - Learning Difficulty (1 reviews) ### What Do G2 Reviewers Say About Revotas? *AI-generated summary from verified user reviews* **Pros:** - Users commend the **quick and reliable customer support** of Revotas, highlighting their professionalism and helpfulness. - Users appreciate the **helpful and responsive support team** of Revotas, enhancing their daily workflow and productivity. - Users value the **quick and reliable customer engagement** of Revotas, enhancing their marketing content production effectively. - Users love the **ease of use** of Revotas, praising its flexibility for segmentation and helpful customer support. - Users praise the **easy setup** of Revotas, appreciating its flexible usability and responsive support team. **Cons:** - Users find the **complex reporting** screens challenging initially, impacting the ease of use for newcomers to Revotas. - Users find the **dashboard issues** can hinder initial use, though it improves with familiarity over time. - Users find the **reporting inadequate** , indicating a need for better integration and development in this area. - Users find the **learning curve steep** for some reporting screens, requiring time to adapt before enjoying the benefits. - Users note a **learning difficulty** with some reporting screens, requiring time to become familiar before effective use. #### What Are Recent G2 Reviews of Revotas? **"[Performance Marketing Specialist](https://www.g2.com/survey_responses/revotas-review-11221784)"** **Rating:** 5.0/5.0 stars *— Ömer Y.* [Read full review](https://www.g2.com/survey_responses/revotas-review-11221784) --- **"[Professional, innovative and supportive](https://www.g2.com/survey_responses/revotas-review-11228882)"** **Rating:** 4.5/5.0 stars *— Cem S.* [Read full review](https://www.g2.com/survey_responses/revotas-review-11228882) --- ### 15. [Actito](https://www.g2.com/products/actito/reviews) Actito is a SaaS customer engagement platform designed to help marketing teams independently create and orchestrate personalized omnichannel experiences. This innovative solution empowers businesses to engage their customers effectively across various channels, ensuring that marketing efforts are not only cohesive but also tailored to individual preferences and behaviors. Targeted primarily at mid-sized to large companies, Actito serves organizations that require a comprehensive and unified approach to their marketing activities. By consolidating customer data into a single platform, Actito enables marketing teams to manage their campaigns more efficiently. The platform is particularly beneficial for businesses looking to enhance their customer engagement strategies through real-time, personalized messaging across multiple channels, including email, SMS, push notifications, WhatsApp, RCS, Wallet, ad audiences, call centers, and print. One of the standout features of Actito is its ability to centralize and activate customer data. This functionality allows users to design and target messages that resonate with their audience, enhancing the overall effectiveness of marketing campaigns. The integration of artificial intelligence further streamlines the marketing process, making it more agile and responsive to changing customer needs. By leveraging AI, Actito helps marketers analyze data trends and optimize their strategies, ultimately driving growth and improving customer relationships. Additionally, Actito's secure European infrastructure ensures that customer data is handled with the utmost care, adhering to strict privacy regulations. This focus on data security is particularly appealing to companies operating within the EU or those that prioritize compliance with data protection laws. With headquarters in Belgium and offices in France and Spain, Actito has established a strong presence in the European market and currently supports over 250 clients worldwide. In summary, Actito is more than just a marketing tool; it is a comprehensive platform that supports businesses in transforming their marketing efforts into significant growth drivers. By offering a unified solution for managing customer engagement across various channels, Actito enables organizations to create personalized experiences that foster customer loyalty and drive business success. **Average Rating:** 4.3/5.0 **Total Reviews:** 174 **How Do G2 Users Rate Actito?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10) - **Predictive Modeling:** 8.2/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.9/10 (Category avg: 8.6/10) - **Expandability:** 8.8/10 (Category avg: 8.6/10) **Who Is the Company Behind Actito?** - **Seller:** [Ibexa](https://www.g2.com/sellers/ibexa) - **Company Website:** https://www.ibexa.co/ - **Year Founded:** 1999 - **HQ Location:** Oslo, Norway - **Twitter:** @IBEXA (2 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/ibexa (159 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Retail, Marketing and Advertising - **Company Size:** 47% Mid-Market, 34% Small-Business #### What Are Actito's Pros and Cons? **Pros:** - Customer Support (7 reviews) - Ease of Use (6 reviews) - Automation (5 reviews) - Helpful (5 reviews) - Automation Efficiency (4 reviews) **Cons:** - Integration Issues (4 reviews) - Learning Curve (4 reviews) - Complexity (3 reviews) - Integration Difficulties (3 reviews) - Integration Difficulty (3 reviews) ### What Do G2 Reviewers Say About Actito? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **helpful and supportive customer support** of Actito, enhancing their overall experience with the tool. - Users find Actito's **ease of use** invaluable, allowing for effortless customization and effective marketing campaign management. - Users value Actito's **powerful automation features** that enhance customer engagement and streamline marketing efforts. - Users highlight the **exceptional support** from Actito, which enhances their experience and facilitates achieving business goals. - Users appreciate the **automation efficiency** of Actito, making campaign management and customer engagement seamless and effective. **Cons:** - Users find **integration issues** with Actito, noting slow implementation and the need for more native connectors. - Users find the **learning curve steep** due to complex features and a less intuitive interface affecting usability. - Users find **complexity in automation and integration** , requiring extra knowledge and support, making it less intuitive. - Users encounter **integration difficulties** due to slow implementation and lack of native connectors, complicating system connectivity. - Users find the **integration difficulty** with Actito problematic, highlighting slow implementation and lack of native connectors. #### What Are Recent G2 Reviews of Actito? **"[Precise Customer Tracking and Powerful Automated Outreach](https://www.g2.com/survey_responses/actito-review-12870721)"** **Rating:** 5.0/5.0 stars *— Laverne N.* [Read full review](https://www.g2.com/survey_responses/actito-review-12870721) --- **"[Fast, Secure, No-Code Campaigns with a Straightforward Drag-and-Drop Builder](https://www.g2.com/survey_responses/actito-review-12853358)"** **Rating:** 4.5/5.0 stars *— Naomi M.* [Read full review](https://www.g2.com/survey_responses/actito-review-12853358) --- #### What Are G2 Users Discussing About Actito? - [What is Actito used for?](https://www.g2.com/discussions/what-is-actito-used-for) ### 16. [Ortto](https://www.g2.com/products/ortto/reviews) Autopilot is now Ortto. Ortto, a complete marketing automation and analytics platform, empowers marketers to execute impressive campaigns that drive business growth. By combining three powerful tools into one platform underpinned by AI, teams finally benefit from their marketing automation, customer data, and analytics working together. Sophisticated yet easy-to-use, customers trust Ortto to understand their impact, discover their next marketing opportunity, and continuously iterate to deliver great customer experiences at scale. **Average Rating:** 4.4/5.0 **Total Reviews:** 610 **How Do G2 Users Rate Ortto?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10) - **Predictive Modeling:** 6.6/10 (Category avg: 8.0/10) - **Data Enrichment:** 7.7/10 (Category avg: 8.6/10) - **Expandability:** 8.1/10 (Category avg: 8.6/10) **Who Is the Company Behind Ortto?** - **Seller:** [Ortto](https://www.g2.com/sellers/ortto) - **Company Website:** https://ortto.com/ - **Year Founded:** 2015 - **HQ Location:** Sydney, Australia - **Twitter:** @ortto (180 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/ortto (25 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Marketing Manager, CEO - **Top Industries:** Marketing and Advertising, Computer Software - **Company Size:** 71% Small-Business, 27% Mid-Market #### What Are Ortto's Pros and Cons? **Pros:** - Ease of Use (32 reviews) - Customer Support (26 reviews) - Intuitive (24 reviews) - Features (22 reviews) - Integrations (20 reviews) **Cons:** - Expensive (13 reviews) - Learning Curve (12 reviews) - Limited Features (12 reviews) - Limited Customization (10 reviews) - Steep Learning Curve (10 reviews) ### What Do G2 Reviewers Say About Ortto? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Ortto, making marketing automation and customer data management effortless. - Users commend the **responsive support team** of Ortto, enhancing their experience with efficient problem-solving and assistance. - Users love the **intuitive interface** of Ortto, making it easy to manage customer journeys and launch campaigns quickly. - Users love Ortto for its **powerful marketing features** , simplifying automation, lead management, and analytics in one platform. - Users value Ortto's **robust data integration** capabilities, enhancing marketing strategies and facilitating informed decision-making. **Cons:** - Users find Ortto **expensive** , especially as pricing increases with contact growth and essential features are behind a paywall. - Users find the **learning curve steep** , particularly for complex automations, requiring additional training for effective use. - Users find Ortto's **limited features** hinder effective reporting, customization, and overall functionality for advanced needs. - Users express frustration with the **limited customization options** in Ortto, hindering their ability to tailor reports effectively. - Users find that Ortto has a **steep learning curve** , requiring extensive training to unlock its full potential. #### What Are Recent G2 Reviews of Ortto? **"[Automation options are incredible](https://www.g2.com/survey_responses/ortto-review-8022737)"** **Rating:** 5.0/5.0 stars *— Diana C.* [Read full review](https://www.g2.com/survey_responses/ortto-review-8022737) --- **"[Extensive Features, Fast Support, Great Value](https://www.g2.com/survey_responses/ortto-review-12951693)"** **Rating:** 5.0/5.0 stars *— Kenji S.* [Read full review](https://www.g2.com/survey_responses/ortto-review-12951693) --- #### What Are G2 Users Discussing About Ortto? - [What is Ortto used for?](https://www.g2.com/discussions/ortto-what-is-ortto-used-for) - 1 comment - [What's another word for autopilot?](https://www.g2.com/discussions/what-s-another-word-for-autopilot) - [What does it mean to be on autopilot?](https://www.g2.com/discussions/what-does-it-mean-to-be-on-autopilot) ### 17. [Totango](https://www.g2.com/products/totango/reviews) Totango is a Customer Growth platform for driving customer value and revenue at scale, combining scalable customer management, predictive revenue intelligence, and a strategic, value-based post-sales methodology to transform how companies prove customer ROI, drive retention, and earn expansion. The Customer Growth Platform includes Totango Customer Success and Unison Customer Intelligence. Each of these solutions plays a distinct role in the Customer-Led Growth through value realization methodology. Totango Customer Success focuses on tracking customer health and engagement, enabling teams to proactively address potential issues and foster long-term relationships. Unison Customer Intelligence aggregates data from multiple sources, offering insights that help organizations understand customer behavior and preferences. Totango's target audience and target buyers include mid-sized to large enterprises across various industries that prioritize customer retention, renewals, and expansion and that generally rely on subscription-based models, where maintaining customer loyalty is critical to their revenue growth. Key features of Totango include customizable dashboards, real-time analytics, and automated workflows. These tools enable users to visualize customer data effectively, monitor key performance indicators, and automate routine tasks, thereby enhancing efficiency. The platform also supports collaboration among teams, allowing for seamless communication and alignment on customer goals. By providing actionable insights, Totango empowers organizations to refine their revenue strategies and make informed decisions that drive growth. Overall, Totango stands out as a leader in the Customer Success category by offering a holistic approach to managing customer relationships. Its integration of various tools and functionalities allows enterprises to gain a deeper understanding of their customers, ultimately leading to improved satisfaction and loyalty. By investing in Totango, organizations can position themselves for long-term success in an increasingly competitive landscape. **Average Rating:** 4.3/5.0 **Total Reviews:** 1,140 **How Do G2 Users Rate Totango?** - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.1/10) - **Predictive Modeling:** 7.2/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.1/10 (Category avg: 8.6/10) - **Expandability:** 8.1/10 (Category avg: 8.6/10) **Who Is the Company Behind Totango?** - **Seller:** [Totango](https://www.g2.com/sellers/totango) - **Company Website:** https://www.totango.com - **Year Founded:** 2010 - **HQ Location:** New York, NY - **LinkedIn® Page:** https://www.linkedin.com/company/760976/ (124 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Customer Success Manager, CSM - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 57% Mid-Market, 22% Small-Business #### What Are Totango's Pros and Cons? **Pros:** - Ease of Use (202 reviews) - Customer Support (98 reviews) - Helpful (98 reviews) - Customization (97 reviews) - Efficiency (94 reviews) **Cons:** - Learning Curve (83 reviews) - Integration Issues (65 reviews) - Missing Features (57 reviews) - Limited Customization (49 reviews) - Steep Learning Curve (49 reviews) ### What Do G2 Reviewers Say About Totango? *AI-generated summary from verified user reviews* **Pros:** - Users find Totango's interface **easy to use and set up** , enhancing their ability to track accounts efficiently. - Users value the **excellent customer support** from Totango, enhancing their management experience with valuable insights. - Users appreciate the **functionality** of Totango, enabling seamless tracking, campaign setup, and reporting in one application. - Users appreciate the **customization options** in Totango, enhancing their ability to track metrics and engage customers effectively. - Users value the **efficiency** of Totango, enhancing productivity with seamless integrations and streamlined workflows for customer management. **Cons:** - Users find the **steep learning curve** challenging due to overwhelming data and a lack of educational resources. - Users find **integration issues** with Totango challenging, as they can be manual and difficult to maintain. - Users find the **missing features** in Totango frustrating, particularly for managing complex business models and drafts. - Users find **limited customization** in Totango, making it challenging to tailor the experience without technical assistance. - Users find the **steep learning curve** challenging, struggling with collaboration and functionality in Totango's interface. #### What Are Recent G2 Reviews of Totango? **"[Risk evaluation and health scoring](https://www.g2.com/survey_responses/totango-review-9508942)"** **Rating:** 4.0/5.0 stars *— Dragomir L.* [Read full review](https://www.g2.com/survey_responses/totango-review-9508942) --- **"[Beautiful, Visual Customer Data Platform That Beats Spreadsheets](https://www.g2.com/survey_responses/totango-review-12594697)"** **Rating:** 4.5/5.0 stars *— Verified User in Computer Software* [Read full review](https://www.g2.com/survey_responses/totango-review-12594697) --- #### What Are G2 Users Discussing About Totango? - [What is Totango used for?](https://www.g2.com/discussions/what-is-totango-used-for) - 1 upvote ### 18. [Raptor by Ibexa](https://www.g2.com/products/raptor-by-ibexa/reviews) Raptor Services is a specialized Personalization and Customer Data Platform (CDP) designed to assist brands in understanding and engaging with their customers more effectively. By leveraging advanced data analytics and user behavior recognition across multiple channels, Raptor empowers businesses to deliver tailored experiences that resonate with their audience. Raptor's CDP is particularly valuable for brands seeking to enhance customer interactions and drive conversion rates through personalized marketing strategies. The target audience for Raptor includes marketing and CRM teams, e-commerce businesses, and customer experience professionals who are focused on optimizing their engagement strategies. With the increasing demand for personalized content and recommendations, brands that utilize Raptor can effectively harness customer data to create meaningful interactions. This is especially crucial in today’s competitive market, where understanding consumer behavior is key to retaining customers and fostering loyalty. Raptor offers a variety of use cases that cater to different aspects of customer engagement. For instance, brands can utilize the platform to analyze user behavior across various touchpoints, allowing for the identification of trends and preferences. This insight enables companies to craft personalized recommendations that enhance the shopping experience. Additionally, the platform facilitates seamless data activation across channels, ensuring that marketing efforts are cohesive and targeted, ultimately leading to improved conversion rates and customer satisfaction. Key features of Raptor include robust data integration capabilities, real-time analytics, and customizable user interfaces. The platform allows businesses to consolidate data from various sources, providing a holistic view of customer interactions. Real-time analytics enable brands to respond promptly to user behavior, making it possible to adjust marketing strategies on the fly. Furthermore, the customizable interface allows users to tailor the platform to their specific needs, ensuring that they can access the information and tools necessary for their unique marketing objectives. By offering a comprehensive solution for personalization and data management, Raptor Services stands out in the market as a vital tool for brands aiming to enhance their customer engagement strategies. The ability to recognize and respond to user behavior across channels not only improves workflows but also enriches the overall user experience, making it an essential resource for any brand looking to thrive in a data-driven landscape. **Average Rating:** 4.7/5.0 **Total Reviews:** 94 **How Do G2 Users Rate Raptor by Ibexa?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10) - **Predictive Modeling:** 8.2/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.7/10 (Category avg: 8.6/10) - **Expandability:** 8.7/10 (Category avg: 8.6/10) **Who Is the Company Behind Raptor by Ibexa?** - **Seller:** [Ibexa](https://www.g2.com/sellers/ibexa) - **Company Website:** https://www.ibexa.co/ - **Year Founded:** 1999 - **HQ Location:** Oslo, Norway - **Twitter:** @IBEXA (2 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/ibexa (159 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Retail, Marketing and Advertising - **Company Size:** 46% Mid-Market, 36% Small-Business #### What Are Raptor by Ibexa's Pros and Cons? **Pros:** - Customer Support (14 reviews) - Helpful (11 reviews) - Personalization (11 reviews) - Customization (8 reviews) - Ease of Use (8 reviews) **Cons:** - Complex Implementation (2 reviews) - Delays (2 reviews) - Expensive (2 reviews) - Filtering Issues (2 reviews) - Implementation Delays (2 reviews) ### What Do G2 Reviewers Say About Raptor by Ibexa? *AI-generated summary from verified user reviews* **Pros:** - Users value the **exceptional customer support** from Raptor, consistently praising their professional and responsive assistance. - Users commend Raptor for its **helpful support** and effective solutions that enhance their business operations and customer experience. - Users value the **personalization capabilities** of Raptor, enhancing customer experiences through tailored recommendations and insights. - Users value the **extensive customization** options of Raptor, enhancing their business's effectiveness and customer experience. - Users praise the **ease of use** of Raptor, highlighting its quick installation and effective personalization tools. **Cons:** - Users experience **complex implementation** challenges with Raptor, leading to confusion and extended development times during setup. - Users experience **delays** with Raptor's implementation and updates, leading to confusion and extra development work. - Users find the **cost to be steep** , especially for small businesses and those new to personalization. - Users note the **lack of auto-generated audiences** in Raptor complicates initial data setup and usage for customer insights. - Users experience **implementation delays** with Raptor, finding it slower to integrate with existing systems compared to competitors. #### What Are Recent G2 Reviews of Raptor by Ibexa? **"[A professional partnership – even when things get tough](https://www.g2.com/survey_responses/raptor-by-ibexa-review-11942206)"** **Rating:** 4.5/5.0 stars *— Anette B.* [Read full review](https://www.g2.com/survey_responses/raptor-by-ibexa-review-11942206) --- **"[The smart and simple way to do personalisation](https://www.g2.com/survey_responses/raptor-by-ibexa-review-11941605)"** **Rating:** 4.0/5.0 stars *— Nikolaj E.* [Read full review](https://www.g2.com/survey_responses/raptor-by-ibexa-review-11941605) --- ### 19. [Treasure Data Customer Data Platform](https://www.g2.com/products/treasure-data-customer-data-platform/reviews) Treasure AI moves marketing and data teams beyond legacy martech SaaS toward autonomous, ROI-driven AI agents that operate continuously, while keeping the human in the loop. With built-in governance, Treasure AI is powered by an always-up-to-date understanding of each customer for AI to act on. The result is always-on marketing execution that compounds over time: smarter engagement, stronger retention, and measurable growth. Treasure AI’s agentic experience platform is available across web, mobile, and desktop — bringing your customer intelligence to every workflow, wherever your team works. **Average Rating:** 4.5/5.0 **Total Reviews:** 158 **How Do G2 Users Rate Treasure Data Customer Data Platform?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10) - **Predictive Modeling:** 7.8/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.3/10 (Category avg: 8.6/10) - **Expandability:** 8.7/10 (Category avg: 8.6/10) **Who Is the Company Behind Treasure Data Customer Data Platform?** - **Seller:** [Treasure AI](https://www.g2.com/sellers/treasure-ai) - **Company Website:** https://www.treasure.ai/ - **Year Founded:** 2011 - **HQ Location:** Mountain View, CA - **Twitter:** @treasuredata (7,887 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2569123/ (518 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Engineer - **Top Industries:** Marketing and Advertising, Food & Beverages - **Company Size:** 39% Enterprise, 36% Mid-Market #### What Are Treasure Data Customer Data Platform's Pros and Cons? **Pros:** - Ease of Use (11 reviews) - Easy Integration (11 reviews) - Integrations (10 reviews) - Customer Support (7 reviews) - Platform Integration (7 reviews) **Cons:** - Technical Expertise Required (7 reviews) - Learning Curve (6 reviews) - Difficult Learning (4 reviews) - Poor Support Services (4 reviews) - Expensive (3 reviews) ### What Do G2 Reviewers Say About Treasure Data Customer Data Platform? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **ease of use** of Treasure Data CDP, simplifying integration and daily operational tasks for teams. - Users praise the **easy integration** of Treasure Data CDP, facilitating swift connections with numerous tools and services. - Users value the **seamless integrations** of Treasure Data CDP, enhancing data usability across teams and tools. - Users value the **quick and helpful customer support** from Treasure Data, enhancing their troubleshooting experience globally. - Users value the **seamless integration with various platforms** , enhancing data usability and collaboration across teams. **Cons:** - Users find the platform **not user-friendly** without technical expertise, facing a steep learning curve and complex features. - Users find the platform has a **steep learning curve** , making it complex for non-technical users to navigate. - Users often find the platform has a **steep learning curve** , making it challenging for non-technical users to navigate. - Users express concerns over **poor support services** , highlighting delays and lack of satisfying answers from technical support. - Users find the **costs expensive** , especially with additional add-ons and complicated pricing structures that complicate budgeting. #### What Are Recent G2 Reviews of Treasure Data Customer Data Platform? **"[Unified Customer Data and Powerful Insights for Teams](https://www.g2.com/survey_responses/treasure-data-customer-data-platform-review-12181544)"** **Rating:** 4.0/5.0 stars *— Luca V.* [Read full review](https://www.g2.com/survey_responses/treasure-data-customer-data-platform-review-12181544) --- **"[Robust Multi-Layer Data Workflow with Powerful Audience Segmentation](https://www.g2.com/survey_responses/treasure-data-customer-data-platform-review-12941741)"** **Rating:** 5.0/5.0 stars *— Reetika P.* [Read full review](https://www.g2.com/survey_responses/treasure-data-customer-data-platform-review-12941741) --- #### What Are G2 Users Discussing About Treasure Data Customer Data Platform? - [What is Treasure Data Customer Data Platform used for?](https://www.g2.com/discussions/what-is-treasure-data-customer-data-platform-used-for) - [How does a customer data platform work?](https://www.g2.com/discussions/how-does-a-customer-data-platform-work) - 1 comment, 1 upvote - [What is Treasuredata?](https://www.g2.com/discussions/what-is-treasuredata) - 1 comment, 1 upvote - [What is ARM treasure data?](https://www.g2.com/discussions/what-is-arm-treasure-data) - 1 comment, 1 upvote - [What does a customer data platform do?](https://www.g2.com/discussions/what-does-a-customer-data-platform-do) - 1 comment, 1 upvote ### 20. [Xtremepush](https://www.g2.com/products/xtremepush/reviews) Xtremepush is the leading CRM & Loyalty Marketing solution powered by InfinityAI. We enable iGaming companies to leverage real-time data, gamification and omnichannel engagement to turn visitors into loyal players. All with one unified solution. Headquartered in Dublin, and with offices in London, São Paulo and New York, the company helps operators all around the world understand their customers and improve player experiences. Prominent partners include Livescore, Oddschecker, FanDuel, Golden Nugget, Groupe Dynamite, Betsson, Betsul, The Pools, Kaizen, and William Hill. **Average Rating:** 4.4/5.0 **Total Reviews:** 260 **How Do G2 Users Rate Xtremepush?** - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10) - **Predictive Modeling:** 6.6/10 (Category avg: 8.0/10) - **Data Enrichment:** 7.7/10 (Category avg: 8.6/10) - **Expandability:** 7.8/10 (Category avg: 8.6/10) **Who Is the Company Behind Xtremepush?** - **Seller:** [Xtremepush](https://www.g2.com/sellers/xtremepush) - **Company Website:** https://xtremepush.com/ - **Year Founded:** 2012 - **HQ Location:** Dublin - **Twitter:** @XtremePush (11,098 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3334885/ (139 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Marketing Manager, CRM Manager - **Top Industries:** Gambling & Casinos, Marketing and Advertising - **Company Size:** 45% Mid-Market, 37% Small-Business #### What Are Xtremepush's Pros and Cons? **Pros:** - Ease of Use (48 reviews) - Helpful (28 reviews) - Customer Support (23 reviews) - User-Friendly (22 reviews) - Analytics (21 reviews) **Cons:** - User Interface (19 reviews) - Learning Curve (18 reviews) - Missing Features (16 reviews) - Limited Features (15 reviews) - Difficult Learning (14 reviews) ### What Do G2 Reviewers Say About Xtremepush? *AI-generated summary from verified user reviews* **Pros:** - Users find Xtremepush's **ease of use** remarkable, praising the intuitive interface and engaged support team. - Users appreciate the **helpful campaign management** features of Xtremepush, making targeted messaging seamless and efficient. - Users commend the **responsive and knowledgeable customer support** of Xtremepush, appreciating their quick assistance with issues. - Users appreciate the **user-friendly interface** of Xtremepush, finding it simple and straightforward to navigate. - Users appreciate the **real-time analytics** of Xtremepush, enhancing campaign optimization and user engagement significantly. **Cons:** - Users find the **user interface not intuitive** , making navigation and report reading a complex experience. - Users find the **learning curve steep** , as advanced features and integrations require significant time and training. - Users find **missing features** in Xtremepush, such as limited journey builder and lack of push management options. - Users express frustration with the **limited features** of Xtremepush, including inadequate analytics and lack of essential tools. - Users find Xtremepush's **difficult learning curve** a barrier, particularly for advanced features and analytics navigation. #### What Are Recent G2 Reviews of Xtremepush? **"[Intuitive, Powerful Segmentation with Real-Time Data That Optimizes Campaigns Fast](https://www.g2.com/survey_responses/xtremepush-review-12369332)"** **Rating:** 5.0/5.0 stars *— Raúl A.* [Read full review](https://www.g2.com/survey_responses/xtremepush-review-12369332) --- **"[Easy Setup and Various Options, with Potential for Improvement in UI](https://www.g2.com/survey_responses/xtremepush-review-12369277)"** **Rating:** 5.0/5.0 stars *— Verified User in Gambling & Casinos* [Read full review](https://www.g2.com/survey_responses/xtremepush-review-12369277) --- #### What Are G2 Users Discussing About Xtremepush? - [What is Xtremepush used for?](https://www.g2.com/discussions/what-is-xtremepush-used-for) ### 21. [Listrak](https://www.g2.com/products/listrak/reviews) Listrak is the person-first marketing automation platform built to help retailers and ecommerce brands deliver hyper-personalized customer experiences at scale. By seamlessly integrating data, identity, and cross-channel messaging, Listrak empowers marketers to unify the customer journey and activate real-time engagement strategies that drive measurable growth and revenue. Designed for enterprise-level businesses across verticals like fashion, beauty, sporting goods, and more, Listrak goes beyond traditional marketing tools. It offers a truly unified platform that eliminates silos between channels—email, SMS, push notifications, and web—giving marketers full control over how, when, and where they connect with customers. With Listrak, brands can segment audiences with precision, personalize messaging based on predictive insights, and orchestrate campaigns that resonate deeply with individual customer needs. At the heart of Listrak’s platform is Listrak Intelligence, a suite of AI-powered capabilities including identity resolution, predictive segmentation, and recommendation engines. These tools enable marketers to anticipate customer behavior, tailor experiences in real time, and increase conversions while improving retention. Whether reactivating lapsed contacts or nurturing long-term loyalty, Listrak’s lifecycle marketing capabilities ensure brands stay connected with their customers beyond the first purchase. Listrak also stands out for its strategic partnership model. More than just a technology provider, Listrak offers hands-on guidance from retail experts who work as an extension of your team. From compliance support to campaign optimization, this collaborative approach helps brands navigate complexity and maximize impact. Efficiency is another core advantage. With an intuitive user interface, pre-built automation workflows, and real-time analytics, Listrak enables marketers to execute faster, make smarter decisions, and scale seamlessly. Its enterprise-grade infrastructure ensures reliability, security, and scalability—delivering billions of messages across channels with confidence. Ultimately, Listrak is built for marketers who demand results. Every feature is designed to increase engagement, reduce churn, and accelerate profitability. By turning insights into action and delivering deeply personalized experiences, Listrak helps brands build stronger customer relationships and achieve lasting business success. **Average Rating:** 4.5/5.0 **Total Reviews:** 299 **How Do G2 Users Rate Listrak?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10) - **Predictive Modeling:** 7.1/10 (Category avg: 8.0/10) - **Data Enrichment:** 7.7/10 (Category avg: 8.6/10) - **Expandability:** 7.9/10 (Category avg: 8.6/10) **Who Is the Company Behind Listrak?** - **Seller:** [Listrak](https://www.g2.com/sellers/listrak) - **Company Website:** https://www.listrak.com - **Year Founded:** 1999 - **HQ Location:** Lititz, PA - **Twitter:** @Listrak (3,182 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/118908/ (247 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Marketing Manager, Digital Marketing Manager - **Top Industries:** Retail, Consumer Goods - **Company Size:** 56% Mid-Market, 33% Small-Business #### What Are Listrak's Pros and Cons? **Pros:** - Customer Support (32 reviews) - Ease of Use (23 reviews) - Helpful (23 reviews) - Email Marketing (17 reviews) - Automation Efficiency (16 reviews) **Cons:** - Learning Curve (17 reviews) - Not Intuitive (11 reviews) - Difficult Learning (8 reviews) - Limited Features (8 reviews) - Slow Performance (8 reviews) ### What Do G2 Reviewers Say About Listrak? *AI-generated summary from verified user reviews* **Pros:** - Users commend Listrak for its **exceptional customer support** , praising their knowledgeable and responsive team dedicated to client success. - Users find Listrak to be **easy to navigate** , efficiently consolidating marketing efforts across multiple channels in one platform. - Users value the **exceptional account management support** from Listrak, fostering strong partnerships and enhancing their marketing efforts. - Users appreciate Listrak for its **unified cross-channel experience** , enhancing marketing efficiency through integrated email and SMS capabilities. - Users value the **automation efficiency** of Listrak, streamlining marketing efforts through a seamless cross-channel experience. **Cons:** - Users often find the **learning curve steep** , requiring significant support to navigate Listrak's complex features. - Users find Listrak's interface **not intuitive** , leading to cumbersome navigation and frustrating user experiences. - Users find Listrak to have a **difficult learning curve** , requiring extensive support and technical knowledge for effective use. - Users find Listrak's **limited features** challenging, especially for advanced design and campaign setup without technical support. - Users report **slow performance** in Listrak, affecting usability and the effectiveness of product recommendations across browsers. #### What Are Recent G2 Reviews of Listrak? **"[Game-Changer for B2B E-Commerce Automation](https://www.g2.com/survey_responses/listrak-review-12448237)"** **Rating:** 4.0/5.0 stars *— Hagner H.* [Read full review](https://www.g2.com/survey_responses/listrak-review-12448237) --- **"[Unifies E-commerce Marketing, Boosting Sales](https://www.g2.com/survey_responses/listrak-review-12449307)"** **Rating:** 4.0/5.0 stars *— Sebastian R.* [Read full review](https://www.g2.com/survey_responses/listrak-review-12449307) --- #### What Are G2 Users Discussing About Listrak? - [What is Listrak used for?](https://www.g2.com/discussions/what-is-listrak-used-for) ### 22. [Netcore Customer Engagement Platform](https://www.g2.com/products/netcore-customer-engagement-platform/reviews) Netcore is an agentic marketing platform trusted by 6,500+ brands across 40 countries for customer engagement, marketing automation, and personalization. We help marketing teams in ecommerce, retail, BFSI, large enterprise, and D2C build profitable growth through meaningful, data-driven customer connections. Our all-in-one MarTech platform brings together everything marketers need to engage, convert, and retain customers across channels: email marketing, WhatsApp marketing, push notifications, SMS, in-app messaging, and web personalization. With customer data platform (CDP) capabilities, customer journey orchestration, AI-led product recommendations, and onsite search, Netcore puts the customer at the core of every campaign. Netcore brings AI agents into the marketer's workflow to automate campaign creation, customer segmentation, and 1:1 personalization at scale. With predictive analytics, A/B testing, and autonomous optimization, our agents help brands lift engagement rates, improve conversions, and maximize marketing ROI. Customers using our platform report measurable results, including up to 6X revenue uplift, 70X marketing-generated ROI, and 5X digital engagement. At global scale, Netcore powers 50 billion+ emails, 5 billion+ push notifications, 200 million+ WhatsApp messages, and 1 million+ AI-driven interactions every month. From email service provider capabilities to a complete customer lifecycle management (CLM) and customer engagement suite, Netcore helps you deliver the right message, on the right channel, at the right time. Looking for a fullstack customer engagement platform with agentic capabilities? Explore Netcore. **Average Rating:** 4.5/5.0 **Total Reviews:** 564 **How Do G2 Users Rate Netcore Customer Engagement Platform?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10) - **Predictive Modeling:** 7.6/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.2/10 (Category avg: 8.6/10) - **Expandability:** 8.3/10 (Category avg: 8.6/10) **Who Is the Company Behind Netcore Customer Engagement Platform?** - **Seller:** [Netcore Private Limited](https://www.g2.com/sellers/netcore-private-limited) - **Company Website:** https://netcorecloud.com/ - **Year Founded:** 1998 - **HQ Location:** Mumbai, Maharashtra - **Twitter:** @netcore_cloud (1,828 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/netcore-solutions/ (1,278 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Marketing Manager, Digital Marketing Manager - **Top Industries:** Financial Services, Insurance - **Company Size:** 49% Mid-Market, 33% Enterprise #### What Are Netcore Customer Engagement Platform's Pros and Cons? **Pros:** - Ease of Use (166 reviews) - Helpful (119 reviews) - Engagement (113 reviews) - Customer Support (103 reviews) - Features (100 reviews) **Cons:** - Missing Features (49 reviews) - Learning Curve (38 reviews) - Slow Performance (38 reviews) - Slow Loading (34 reviews) - Limited Features (27 reviews) ### What Do G2 Reviewers Say About Netcore Customer Engagement Platform? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **ease of use** of Netcore's platform, especially the intuitive drag-and-drop journey builder. - Users value the **helpful support** provided by Netcore, enhancing engagement strategies and ensuring smooth implementation. - Users appreciate the **intelligent automation and personalization** capabilities of Netcore's platform for seamless omnichannel engagement. - Users value the **responsive and dedicated customer support** of Netcore, enhancing their overall experience with the platform. - Users value the **intelligent automation and personalization features** of Netcore, enhancing customer engagement across multiple channels. **Cons:** - Users face challenges due to **missing features** like timely reporting and comprehensive error explanations in campaigns. - Users find a **slight learning curve** with the interface, noting challenges in usability and journey creation. - Users experience **slow performance** when uploading large data or during peak email delivery times, affecting overall efficiency. - Users report **slow loading times** , which hinder performance and detract from the overall experience with the platform. - Users find the **limited features** of the Netcore platform restrict their ability to implement complex marketing strategies. #### What Are Recent G2 Reviews of Netcore Customer Engagement Platform? **"[Netcore Delivers Speed to Value with Seamless, Powerful Omnichannel Journeys](https://www.g2.com/survey_responses/netcore-customer-engagement-platform-review-12828108)"** **Rating:** 5.0/5.0 stars *— Yash G.* [Read full review](https://www.g2.com/survey_responses/netcore-customer-engagement-platform-review-12828108) --- **"[Unified Customer Data and AI Personalization That Boosts Engagement](https://www.g2.com/survey_responses/netcore-customer-engagement-platform-review-11460423)"** **Rating:** 5.0/5.0 stars *— Rishabh P.* [Read full review](https://www.g2.com/survey_responses/netcore-customer-engagement-platform-review-11460423) --- #### What Are G2 Users Discussing About Netcore Customer Engagement Platform? - [When was Netcore founded?](https://www.g2.com/discussions/when-was-netcore-founded) - [What is Netcore email?](https://www.g2.com/discussions/what-is-netcore-email) - [What is Smartech Netcore?](https://www.g2.com/discussions/what-is-smartech-netcore) ### 23. [Retention Science](https://www.g2.com/products/retention-science/reviews) Retention Science is the best way to target, engage and retain your customers. Our data-driven, SaaS-based Retention Marketing platform predicts customer behavior and delivers targeted multi-channel communications that increase revenue and encourage customer advocacy. We make sophisticated data science and marketing automation simple and accessible for marketing teams of all sizes. Retention Science, a Constant Contact company, is a provider of ecommerce-focused digital marketing services powered by intelligent technology and customer support to help sell more in less time. Our data-driven platform sends the right messages to the right customers at the right time and delivers personalized, multi-channel communications that help drive big results. Learn more at retentionscience.com. **Average Rating:** 4.5/5.0 **Total Reviews:** 34 **How Do G2 Users Rate Retention Science?** - **Has the product been a good partner in doing business?:** 8.0/10 (Category avg: 9.1/10) - **Predictive Modeling:** 8.9/10 (Category avg: 8.0/10) - **Data Enrichment:** 9.2/10 (Category avg: 8.6/10) - **Expandability:** 9.3/10 (Category avg: 8.6/10) **Who Is the Company Behind Retention Science?** - **Seller:** [Constant Contact](https://www.g2.com/sellers/constant-contact-5aaee82b-8325-4eeb-b7b7-15fada778076) - **Year Founded:** 1995 - **HQ Location:** Waltham, US - **Twitter:** @ConstantContact (67,137 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/constant-contact/ (1,147 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 44% Small-Business, 38% Mid-Market #### What Are Retention Science's Pros and Cons? **Pros:** - AI Technology (2 reviews) - Automation Efficiency (2 reviews) - Analytics Expertise (1 reviews) - Automation Features (1 reviews) - Customer Engagement (1 reviews) **Cons:** - Campaign Issues (2 reviews) - Learning Curve (2 reviews) - Complex Reporting (1 reviews) - Feature Limitations (1 reviews) - High Complexity (1 reviews) ### What Do G2 Reviewers Say About Retention Science? *AI-generated summary from verified user reviews* **Pros:** - Users value Retention Science for its **automated intelligent decision-making** that enhances customer retention and marketing efficiency. - Users value the **automation efficiency** of Retention Science, streamlining customer targeting and campaign personalization effortlessly. - Users value the **analytics expertise** of Retention Science, noting improved campaign insights and conversion rates. - Users value the **automation features** of Retention Science, enabling efficient and intelligent customer retention strategies. - Users value the **effective customer engagement** of Retention Science, enhancing lead outreach and conversion rates successfully. **Cons:** - Users note **limited transparency and customization** in Retention Science, affecting trust and usability in campaign workflows. - Users find the **learning curve steep** due to complex UI and limited transparency in AI decision-making. - Users find **reporting options complex** , lacking detail on campaign performance and making analysis challenging. - Users find the **limited pre-built US fintech compliance templates** insufficient for their specific retention needs. - Users find the **website design overly complex** , making it challenging for new employees to navigate effectively. #### What Are Recent G2 Reviews of Retention Science? **"[US-Focused Churn Prediction with Strong Compliance Features](https://www.g2.com/survey_responses/retention-science-review-12292953)"** **Rating:** 4.0/5.0 stars *— Hayden L.* [Read full review](https://www.g2.com/survey_responses/retention-science-review-12292953) --- **"[Automates Customer Retention with Predictive Precision](https://www.g2.com/survey_responses/retention-science-review-12320824)"** **Rating:** 4.0/5.0 stars *— padma k.* [Read full review](https://www.g2.com/survey_responses/retention-science-review-12320824) --- #### What Are G2 Users Discussing About Retention Science? - [How do you use Retention Science?](https://www.g2.com/discussions/how-do-you-use-retention-science) - [What is ReSci?](https://www.g2.com/discussions/what-is-resci) - [What is retention science definition?](https://www.g2.com/discussions/what-is-retention-science-definition) - [What does Retention Science do?](https://www.g2.com/discussions/what-does-retention-science-do) ### 24. [Catalyst](https://www.g2.com/products/totango-catalyst/reviews) Catalyst, now part of Totango, empowers teams to identify and capitalize on expansion and upsell opportunities, driving recurring revenue growth. Built to simplify complex strategies, it helps businesses achieve sustainable success by aligning each action with your customer’s key objectives, ensuring they achieve their desired outcomes for your product or service. Catalyst unlocks your team’s potential to deliver smarter, faster, and scalable results, paving the way for long-term success. Learn more here! **Average Rating:** 4.5/5.0 **Total Reviews:** 656 **How Do G2 Users Rate Catalyst?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10) - **Predictive Modeling:** 7.8/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.2/10 (Category avg: 8.6/10) - **Expandability:** 8.3/10 (Category avg: 8.6/10) **Who Is the Company Behind Catalyst?** - **Seller:** [Totango](https://www.g2.com/sellers/totango) - **Company Website:** https://www.totango.com - **Year Founded:** 2010 - **HQ Location:** New York, NY - **LinkedIn® Page:** https://www.linkedin.com/company/760976/ (124 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Customer Success Manager, Senior Customer Success Manager - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 75% Mid-Market, 13% Small-Business #### What Are Catalyst's Pros and Cons? **Pros:** - Ease of Use (37 reviews) - Automation (19 reviews) - Customer Engagement (19 reviews) - Integrations (19 reviews) - User Interface (19 reviews) **Cons:** - Learning Curve (14 reviews) - Integration Issues (13 reviews) - Missing Features (11 reviews) - Not Intuitive (11 reviews) - Limited Customization (10 reviews) ### What Do G2 Reviewers Say About Catalyst? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **intuitive interface** of Catalyst, enabling efficient customer management and clear, practical problem-solving. - Users appreciate the **automation features** of Catalyst, enhancing efficiency and ensuring proactive customer engagement. - Users value the **exceptional customer engagement** capabilities of Catalyst, enhancing relationships and driving meaningful outcomes. - Users appreciate the **seamless integrations** of Catalyst, enhancing efficiency and centralizing customer success data effectively. - Users find Catalyst's interface to be **intuitive and clean** , making navigation and report pulling effortless. **Cons:** - Users note a notable **learning curve** with Catalyst, especially for those new to customer success platforms. - Users find significant **integration issues** with Catalyst, hindering workflow efficiency and complicating customer communication. - Users are frustrated with the **missing integrations and limited features** in Catalyst, hindering effective workflow management. - Users find Catalyst to be **not intuitive** , complicating simple tasks and leading to frustration with its functionality. - Users find the **limited customization** options in Catalyst restrict their ability to tailor dashboards to specific needs. #### What Are Recent G2 Reviews of Catalyst? **"[Chat and Email-to-File Features Make Workflows Effortless](https://www.g2.com/survey_responses/catalyst-review-12459474)"** **Rating:** 5.0/5.0 stars *— Kelli W.* [Read full review](https://www.g2.com/survey_responses/catalyst-review-12459474) --- **"[Customer Health Monitoring That Simplifies Usage Tracking and Renewals](https://www.g2.com/survey_responses/catalyst-review-12905872)"** **Rating:** 4.0/5.0 stars *— Jai M.* [Read full review](https://www.g2.com/survey_responses/catalyst-review-12905872) --- #### What Are G2 Users Discussing About Catalyst? - [What makes Cisco different?](https://www.g2.com/discussions/what-makes-cisco-different) - [Do you need smartnet to upgrade IOS?](https://www.g2.com/discussions/do-you-need-smartnet-to-upgrade-ios) - [What is a Cisco switch used for?](https://www.g2.com/discussions/what-is-a-cisco-switch-used-for) - [What is Catalyst in networking?](https://www.g2.com/discussions/what-is-catalyst-in-networking) ### 25. [Omeda](https://www.g2.com/products/omeda/reviews) Omeda is the only audience engagement platform built for organizations that rely on audience relationships to drive their business. With a suite of products combining customer data platforms (CDP), marketing automation, and subscription management, Omeda enables media companies and publishers to unify and harness the power of first-party data from every channel to deliver new products and programs that engage audiences and advertisers — all from one platform. Omeda has over 40 years of experience in audience relationship management. We send over 5.5 billion emails annually, manage over 25,000 brands and products, and cleanse and manage millions of records for our clients. **Average Rating:** 4.5/5.0 **Total Reviews:** 48 **How Do G2 Users Rate Omeda?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10) - **Predictive Modeling:** 8.3/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.1/10 (Category avg: 8.6/10) - **Expandability:** 7.9/10 (Category avg: 8.6/10) **Who Is the Company Behind Omeda?** - **Seller:** [Omeda](https://www.g2.com/sellers/omeda) - **Year Founded:** 1978 - **HQ Location:** Chicago, Illinois - **LinkedIn® Page:** https://www.linkedin.com/company/omeda/ (155 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Publishing, Media Production - **Company Size:** 53% Mid-Market, 45% Small-Business #### What Are Recent G2 Reviews of Omeda? **"[Very educational](https://www.g2.com/survey_responses/omeda-review-8077446)"** **Rating:** 5.0/5.0 stars *— Drew L.* [Read full review](https://www.g2.com/survey_responses/omeda-review-8077446) --- **"[Omeda is apart of my life everyday!](https://www.g2.com/survey_responses/omeda-review-4914474)"** **Rating:** 4.5/5.0 stars *— Verified User in Marketing and Advertising* [Read full review](https://www.g2.com/survey_responses/omeda-review-4914474) --- #### What Are G2 Users Discussing About Omeda? - [What is Omeda used for?](https://www.g2.com/discussions/what-is-omeda-used-for) ## What Is Customer Data Platforms (CDP)? [Marketing Software](https://www.g2.com/categories/marketing) ## What Software Categories Are Similar to Customer Data Platforms (CDP)? - [Marketing Automation Software](https://www.g2.com/categories/marketing-automation) - [Customer Journey Analytics Software](https://www.g2.com/categories/customer-journey-analytics) - [Personalization Software](https://www.g2.com/categories/personalization) --- ## How Do You Choose the Right Customer Data Platforms (CDP)? ### What You Should Know About Customer Data Platform (CDP) Software ### Customer data platforms buying insights at a glance [Customer data platforms (CDPs)](https://www.g2.com/categories/customer-data-platform-cdp) help businesses collect, unify, and activate customer data across marketing, sales, service, and analytics functions. CDPs enable centralized customer data management, audience segmentation, real-time engagement, and analytics-driven personalization. Organizations primarily use customer data platforms to create unified customer profiles, break down data silos, automate customer journeys, and deliver personalized marketing experiences across channels like email, SMS, digital ads, and ecommerce platforms. Most cdp software follows tiered pricing models based on data volume, number of customer profiles, or usage. Entry-level CDPs typically start at $1,000 to $3,000 per month for core functionality, while mid-market to enterprise solutions range from $5,000 to $20,000 or more per month depending on advanced features, scalability, and support. If you’re evaluating CDP software, consider your organization’s data complexity, integration needs, pricing flexibility, feature depth, ease of use, and vendor support quality. Essential questions include: - What is included in your pricing tiers, and how does pricing scale with data growth? - What onboarding, training, and customer success resources do you provide? - What pre-built integrations and API capabilities are available? - How responsive is the vendor’s customer support and technical assistance? - Does the CDP offer real-time engagement, personalization, or AI-driven recommendations? G2's top-rated Customer data platforms currently include Insider, Bloomreach, WebEngage, Fullstory, and Planhat. According to G2’s Customer Data Statistics, 94% of business leaders say understanding customer needs is essential to delivering personalized experiences, and 78% of organizations say data silos are a major challenge—further validating the need for CDPs with specialized capabilities. ([_Source 1_](https://www.g2.com/articles/customer-data-statistics)) ### What are customer data platforms? G2 defines a [customer data platform](https://www.g2.com/categories/customer-data-platform-cdp) as a software system that collects, unifies, and organizes customer data from various sources into a single, centralized database. Its core purpose is to create a real-time, comprehensive view of each customer to help businesses deliver personalized marketing experiences and make data-driven decisions. Unlike traditional databases or marketing tools, CDP software automatically integrates both online and offline data, including first-party data such as website activity, mobile interactions, email engagement, transaction history, and sometimes third-party data from external sources. Customer data platforms are designed to be used primarily by marketing teams, requiring minimal technical support, and offer the ability to segment customers, track behavior over time, and trigger automated actions based on that behavior. What makes a CDP unique is its ability to continuously update customer profiles as new data becomes available, structuring that information in a way that is actionable, whether for targeting ads, personalizing communications, or analyzing campaign performance. A CDP is different from a CRM, data warehouse, or [DMP](https://www.g2.com/categories/data-management-platform-dmp). CRMs are generally focused on sales workflows and rely heavily on manual data entry, while CDPs automatically gather and maintain a broader range of behavioral and demographic data. Data warehouses are typically IT-managed systems for storing and querying historical data, lacking the real-time agility and marketing focus defining CDPs. DMPs, on the other hand, are built for advertising and primarily use anonymous third-party data to improve targeting, whereas CDPs focus on identifiable individuals and long-term relationship building. By pulling together fragmented data from across platforms such as websites, mobile apps, social channels, and offline sources, a CDP empowers marketers to better understand customer journeys, personalize experiences, and drive long-term customer value. The global customer data platform market is experiencing rapid growth as businesses prioritize unified customer data management and personalized marketing strategies. According to Fortune Business Insights, the CDP market was valued at USD 2.65 billion in 2024 and is projected to grow from USD 3.28 billion in 2025 to USD 12.96 billion by 2032, reflecting a compound annual growth rate (CAGR) of 21.7% during the forecast period. ([_Source 3_](https://www.fortunebusinessinsights.com/industry-reports/customer-data-platform-market-100633)) G2 currently covers 263 CDP products, with 1,521 reviews published in the last 12 months, making it one of the most reviewed and comprehensive software categories on our platform. ([_Source 2_](https://documentation.g2.com/docs/research-scoring-methodologies)) ### What are the top reviewed customer data platforms on G2? Here are the five highest-reviewed CDP products on G2 in this category: #### 1. [Insider](https://www.g2.com/products/insider/reviews) - Number of Reviews: 765 - Satisfaction: 100 - Market Presence: 99 - G2 Score: 100 #### 2. [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) - Number of Reviews: 463 - Satisfaction: 76 - Market Presence: 93 - G2 Score: 85 #### 3. [WebEngage](https://www.g2.com/products/webengage/reviews) - Number of Reviews: 174 - Satisfaction: 84 - Market Presence: 70 - G2 Score: 77 #### 4. [Fullstory](https://www.g2.com/products/fullstory/reviews) - Number of Reviews: 179 - Satisfaction: 74 - Market Presence: 77 - G2 Score: 75 #### 5. [Planhat](https://www.g2.com/products/planhat/reviews) - Number of Reviews: 312 - Satisfaction: 79 - Market Presence: 64 - G2 Score: 71 These rankings are determined by combining verified user ratings and publicly available web search popularity data: - The **Satisfaction Score** measures user satisfaction with software products based on user feedback, review quality, quantity, and recency. It helps buyers easily understand how well a product meets user expectations. ([_Source 2_](https://documentation.g2.com/docs/research-scoring-methodologies)) - The **Market Presence Score** measures a product's prominence in its market. It combines data from G2 user reviews and external sources, focusing primarily on product-specific factors to reflect real-world popularity and vendor influence. ([_Source 2_](https://documentation.g2.com/docs/research-scoring-methodologies)) - G2 ranks products using a unique scoring system called the **G2 Score** , calculated from real user reviews, online data, and social signals. This score makes it easy to compare and evaluate different software products within each G2 category. ([_Source 2_](https://documentation.g2.com/docs/research-scoring-methodologies)) ### Customer data platform pricing and cost considerations Customer Data Platform (CDP) pricing can vary widely based on vendor offerings, business size, data volume, and the required features. Most CDPs follow a tiered pricing model, with costs typically scaling based on the number of customer profiles, data processed, or additional features like real-time personalization, advanced analytics, or integrations. According to G2 data, the average annual price per license for CDPs is approximately _$1,294.70_. Pricing generally ranges from a minimum annual price of _$598.80_ per license to a maximum of _$4,272.00_ per license, depending on the product edition and feature set. Entry-level CDPs for small to mid-sized businesses often start around _$600 to $1,200 per year_ per license. These plans typically include core features such as data collection, customer segmentation, and basic integrations with marketing tools. Pricing can increase significantly for mid-market and enterprise-grade organizations, with advanced plans reaching _$4,000 or more per year_ per license. Higher pricing reflects support for larger data volumes, additional users, enhanced privacy and compliance features, AI-powered recommendations, and extensive customization options. Beyond subscription costs, businesses should consider additional fees such as: - Data storage overages - Access to premium analytics or reporting modules - API usage beyond included limits - Implementation and onboarding services (which may range from several thousand to tens of thousands of dollars) When evaluating CDP pricing, it’s important to factor in not only the base subscription fees but also the total cost of ownership. This includes internal resource requirements, training, integration complexity, and potential cost savings from replacing multiple disconnected systems with a unified customer data platform. ### Types of customer data providers on G2 The customer data platform market has matured, leading to the emergence of different types of platforms built for specific use cases. While all CDPs collect and unify customer data, they vary in how much functionality they provide beyond data management. Most fall into one of three categories: - [Multiple Devices CDPs](https://www.g2.com/categories/customer-data-platform-cdp/f/multiple-devices): Multiple Devices CDPs are built to deliver consistent and personalized customer experiences across any device or channel. They help businesses track customer interactions across smartphones, tablets, desktops, and other connected devices to maintain a unified customer view. This type of CDP is best suited for organizations aiming to create seamless cross-device engagement, ensuring customers receive relevant messaging and experiences no matter how or where they interact with the brand. - [Marketing Metrics-Focused CDPs](https://www.g2.com/categories/customer-data-platform-cdp/f/marketing-metrics): Marketing Metrics-focused CDPs provide advanced analytics and reporting capabilities that help businesses measure marketing performance and ROI. They enable organizations to track customer engagement, campaign effectiveness, and revenue attribution across multiple channels. This type of CDP is ideal for companies looking to gain deeper insights into their marketing efforts, optimize strategies, and make data-driven decisions while managing customer data in a centralized platform. - [Recommendation Engine CDPs](https://www.g2.com/categories/customer-data-platform-cdp/f/recommendation-engine): Recommendation Engine CDPs use artificial intelligence and machine learning to deliver personalized content, product recommendations, and next-best actions across customer touchpoints. By analyzing customer behavior, preferences, and purchase history, they help businesses increase engagement and drive conversions. This type of CDP is well-suited for organizations aiming to enhance personalization strategies, improve product discovery, and deliver relevant experiences in real time across marketing channels. - [Content Marketing CDPs](https://www.g2.com/categories/customer-data-platform-cdp/f/content-marketing): Content Marketing CDPs combine customer data management with content delivery tools to support personalized marketing at scale. They enable businesses to create, manage, and distribute content tailored to customer profiles, behaviors, and preferences. This type of CDP is ideal for organizations focused on automating content-driven campaigns, delivering targeted messaging across multiple channels, and driving customer engagement with personalized, data-informed content experiences. - **Integration with AI Assistants** : As businesses adopt AI-powered customer service tools, CDPs provide accurate customer profiles and history. This integration enables AI assistants to offer more relevant, efficient, personalized interactions, enhancing overall customer satisfaction. ### Top customer data companies on G2 features rated by G2 reviewers There is no single best customer data platform for every business. Different CDP features offer unique benefits depending on the organization’s goals, data complexity, and marketing maturity. These features can support users in several ways: - Data enrichment: Use external data sources to enhance and complete customer profiles. - Expandability: Add new data sources and adapt to changing data requirements over time. - Content marketing: Manage and deliver content as part of personalized customer journeys. - Multiple devices: Deliver consistent, personalized experiences across all customer devices. - Marketing metrics: Measure the performance and ROI of marketing programs and campaigns. - Predictive modeling: Forecast customer behaviors and outcomes using statistical models. - Recommendation engine: Suggest next-best actions or products based on customer data and AI. ### Top CDP benefits identified by G2 reviewers Effective customer data platform implementation can deliver a range of strategic business benefits, including: **Ease of Use** : Users often highlight that these CDPs are intuitive and user-friendly, reducing the learning curve. _“A customer data platform is a very potent, all-in-one platform that functions smoothly like clockwork. It has proven highly capable and effective for us, and we have witnessed consistent growth in CTR using their Smart Recommender.”_ - [Hung Ho, Digital Transformation Executive](https://www.g2.com/products/insider/reviews/insider-review-6920189) **Data Management** : The ability to collect, unify, and manage customer data efficiently is a standout feature. _“A customer data platform provides analytics and insights to help businesses understand user behavior, measure the performance of their digital experiences, and make data-driven decisions for optimization and personalization.”_ - [Hlengi Khanyile](https://www.g2.com/products/bloomreach-bloomreach/reviews/bloomreach-review-9184260) **Personalization Capabilities:** Many users mention strong functionality around segmentation and delivering personalized customer experiences. _“We send personalized notifications and messages that match each user’s interests and activity. This helps us keep users returning to the app by offering them exactly what they’re looking for. Personalization has made our connection with users stronger and more meaningful.”_ - [Sanjeev Arora, SDE - 1](https://www.g2.com/products/webengage/reviews/webengage-review-10487589) **Automation** : Automating campaigns and data flows is frequently seen as a time-saver and a key value driver. _“The customer portals are invaluable for tracking onboarding objectives with customers, keeping everyone aligned. Its robust automation capabilities allow us to create a wide range of alerts based on real-time data, ensuring we never miss critical updates.”_ - [Rocky Radu, Sr. Operations Engineer](http://ws/planhat-review-10533063) **Customer Support** : Reviewers appreciate responsive and helpful support teams. _“While the application is intuitive, there are a lot of hidden tricks and tips. Whenever I go to my support team with the question I'm trying to answer, they do everything they can to help me answer that question.”_ - [Tim Oliver, Product Director - Analytics & Data Science](https://www.g2.com/products/fullstory/reviews/fullstory-review-9719408) ### Top customer data platform challenges identified by G2 reviewers Implementing a customer data software can drive significant marketing and operational value, but G2 user reviews highlight several common challenges that organizations may encounter. These challenges often relate to pricing, complexity, data integration, feature limitations, and support quality. Below are the most frequently reported hurdles, along with key questions to ask vendors and practical advice to address them: **1. Pricing and cost complexity:** Reviewers frequently mention that CDP software can involve high costs, especially for advanced features, data volume, or enterprise-level use cases. Unclear pricing models or additional costs for integrations and support can be a barrier. - **Essential questions to ask your CDP vendor** : What is included in your pricing tiers? Are there extra costs for data storage, API access, or integrations? How do costs scale with increasing customer profiles or data usage? - **How to overcome the challenge** : Look for transparent pricing models that clearly outline what is included. Choose vendors that offer flexible, scalable pricing options aligned with your data needs and growth plans. **2. Data complexity and steep learning curve:** Customer data platforms often require technical expertise to implement and operate effectively. Users report challenges managing data integration, identity resolution, and advanced segmentation features, especially without dedicated support. - **Essential questions to ask your CDP vendor** : What onboarding, training, and documentation do you provide? Is your platform designed for marketers, or will technical teams need to be heavily involved? What customer success resources are available? - **How to overcome the challenge** : Select CDPs that emphasize ease of use, intuitive interfaces, and strong customer enablement programs. Ensure that adequate training resources are available for both technical and non-technical users. **3. Limited or underdeveloped features:** Many users cite missing features, lack of customization, or limitations in reporting and analytics tools as pain points that hinder their ability to fully leverage the CDP. - **Essential questions to ask your CDP vendor** : What are your platform’s current core features, and how mature are they? Can you provide a product roadmap or outline of upcoming features? Are there limitations or known gaps in key areas like reporting, integrations, or personalization? - **How to overcome the challenge** : Select a CDP vendor that is transparent about its product capabilities and development roadmap. During evaluation, prioritize platforms that actively engage with customer feedback and release regular feature updates. Consider whether the available features align with your highest-priority use cases, and avoid over-investing in platforms that require long wait times for critical functionality. **4. Customer support quality:** Reviewers frequently note slow response times or inadequate assistance when solving technical issues, which negatively impacts their experience with the product. - **Essential questions to ask your CDP vendor** : What support channels do you offer, such as email, live chat, phone, or dedicated account managers? What is your average response time for support inquiries? Do you provide guaranteed service levels through Service Level Agreements (SLAs)? What resources do you offer for onboarding, training, and ongoing customer success support? - **How to overcome the challenge** : Evaluate CDP vendors based on proven customer support performance. Look for platforms with responsive, multi-channel support and clearly defined SLAs. Prioritize vendors that offer proactive customer success programs, training resources, and dedicated support contacts to ensure your team receives guidance during implementation and ongoing use. **5. Data integration complexity:** Many users report difficulties integrating their CDP with existing tools, systems, and data sources. Challenges include limited pre-built connectors, complex API configurations, custom integration requirements, and inconsistent data formatting across platforms. Without seamless integration, a CDP’s ability to unify customer data and deliver insights is significantly reduced. - **Essential questions to ask your CDP vendor** : What pre-built integrations do you offer with common tools like CRMs, marketing automation platforms, e-commerce systems, and analytics tools? How flexible is your API, and what technical resources are required for custom integrations? Do you provide support or services to help with integration setup and troubleshooting? How do you ensure data accuracy and consistency across connected systems? - **How to overcome the challenge** : Prioritize CDPs that offer a wide range of pre-built integrations with your existing tools. Confirm that the platform provides clear API documentation, integration support, and technical resources to streamline setup. Engage internal IT teams early in the evaluation process to assess technical compatibility and avoid unexpected complexity during implementation. ### What are customer data platforms used for? Customer Data Platforms (CDPs) are primarily used to unify customer data, improve marketing performance, and deliver personalized customer experiences. According to G2 reviewers, businesses rely on CDPs to collect and manage customer data from multiple sources and create a single, comprehensive customer view. Common use cases include improving customer engagement, enabling personalized marketing campaigns, and optimizing customer journeys across channels. Many businesses use CDPs to track customer behavior, automate campaign delivery, and segment audiences for targeted messaging. CDPs also support reporting, real-time analytics, and help teams make data-driven decisions. Reviewers frequently mention that CDPs help break down data silos, connect online and offline customer interactions, and increase operational efficiency in marketing, sales, and customer service teams. ### Who uses customer data platforms? Customer data platform solutions are used by businesses to unify customer data, personalize marketing, and improve customer engagement across teams and channels. - **Marketing teams** : Use CDPs to unify customer data, segment audiences, and personalize campaigns across channels. - **Sales teams** : Access real-time customer profiles to identify leads, track activity, and deliver personalized outreach. - **Customer experience teams** : Leverage CDPs to track customer interactions and provide consistent, personalized support. - **Data and analytics teams** : Use CDPs to collect, analyze, and report on customer data from multiple sources. - **Ecommerce and retail businesses** : Rely on CDPs to power personalized product recommendations and optimize customer journeys. - **B2B and B2C companies** : Use CDPs to understand customer behavior, drive engagement, and improve marketing performance. ### Common customer data platform integrations Customer data platforms integrate with a wide range of tools to collect, unify, and activate customer data across systems. Common integrations include: - [CRM systems](https://www.g2.com/categories/crm): Connect customer relationship management tools to sync contact data, sales activity, and customer interactions. - [Marketing automation platforms](https://www.g2.com/categories/marketing-automation): Integrate with email marketing, SMS, and campaign tools to deliver personalized messaging. - [E-Commerce platforms](https://www.g2.com/categories/e-commerce-platforms): Sync product data, purchase history, and customer behavior from online stores. - **Advertising platforms** : Connect with ad networks and social media channels to optimize audience targeting and ad personalization. - [Analytics](https://www.g2.com/categories/analytics-platforms) **and** [BI tools](https://www.g2.com/categories/embedded-business-intelligence): Feed unified customer data into reporting platforms for deeper analysis and insights. - [Data warehouses](https://www.g2.com/categories/data-warehouse) **and** [cloud storage](https://www.g2.com/categories/cloud-file-storage): Integrate with cloud data systems to centralize large volumes of structured and unstructured data. - **Customer support tools** : Connect customer service platforms to provide personalized support based on complete customer profiles. ### **Software and services related to customer data platforms** 1. [Data warehouses](https://www.g2.com/categories/data-warehouse) store large volumes of integrated business data for reporting and analytics. Managed by IT teams, they focus on cross-departmental data rather than marketing-specific customer profiles. 2. [Data Management Platforms (DMP)](https://www.g2.com/categories/data-management-platform-dmp) collect third-party, cookie-based data for audience targeting and digital advertising. Unlike CDPs, DMPs focus on anonymous data and short-term storage for ad campaigns. 3. [CRM software](https://www.g2.com/categories/crm) store customer contact details, sales activity, and interaction history. While CRMs manage known customer records, CDPs unify data from all channels to create a complete customer view for marketing personalization. ### Future of customer data platforms The future of customer data platforms will focus on deeper AI-driven personalization, stronger real-time data processing, expanded privacy and compliance features, and increased integration with emerging technologies to help businesses deliver more connected, predictive, and privacy-first customer experiences. 1. **AI-Powered Personalization** : CDPs are increasingly integrating artificial intelligence and machine learning to deliver hyper-personalized customer experiences in real time. By analyzing behavioral signals and customer preferences, businesses can tailor content, offers, and journeys dynamically. ​ 2. **Real-Time Data Activation** : The growing demand for agility and responsiveness is driving CDPs to process and activate customer data instantly. Real-time decision-making helps brands respond to customer behavior as it happens, enhancing engagement and satisfaction. ​ 3. **Privacy-First Data Collaboration** : With increasing data privacy regulations, CDPs are adopting technologies like data clean rooms that allow companies to analyze shared data sets without exposing personally identifiable information. This approach protects user privacy while maintaining valuable insights. ​ 4. **Cross-Channel Customer Engagement** : CDPs are expanding beyond traditional marketing use cases, enabling personalized engagement across a growing number of touchpoints, including mobile apps, social media, e-commerce, and customer service platforms. This holistic approach ensures consistent messaging and experiences across all customer interactions. ​ 5. **Integration with AI Assistants** : As businesses adopt AI-powered customer service tools, CDPs play a crucial role in providing accurate customer profiles and history. This integration enables AI assistants to offer more relevant, efficient, and personalized interactions, enhancing overall customer satisfaction. ([_Source 4_](https://www.cdpinstitute.org/news/customer-data-platform-growth-shifts-to-new-markets-cdp-institute-report/)) ### Customer Data Platform (CDP) FAQs #### What are customer data platforms? A customer data platform, or CDP, is software that collects customer data from multiple sources such as websites, mobile apps, CRMs, email tools, and advertising platforms, then unifies it into a single, centralized customer profile. The goal of a CDP is to create a complete view of each customer by connecting identity and behavior across channels, even when data is fragmented.  CDPs help teams segment audiences, personalize experiences, and activate customer data in other systems, such as [marketing automation](https://www.g2.com/categories/marketing-automation), [analytics](https://www.g2.com/categories/analytics-platforms), and [ad platforms](https://www.g2.com/categories/digital-advertising-tech), making them a foundational tool for customer-centric marketing and engagement. #### CDP vs CRM: what are the differences? The main difference between a CDP and a CRM is the type of data they manage and how that data is used. A [CRM](https://www.g2.com/categories/crm) is designed mainly for sales and customer service teams to manage relationships with known contacts by tracking communication history, storing contact and account details, and supporting pipeline workflows.  A CDP is designed to unify both known and anonymous data across many systems, including real-time behavioral signals, and turn it into continuously updated customer profiles. While CRMs focus on relationship management and revenue workflows, CDPs focus on data unification, identity resolution, audience building, and activation for personalization and marketing performance. Many companies use both together, with CDPs enriching the CRM and improving targeting and customer engagement. #### What is the best customer data platform? There is no single best customer data platform for every business because the right choice depends on your goals, data complexity, customer journey, and existing tech stack. The best CDPs typically excel at unifying customer data across channels, accurately resolving customer identities, enabling real-time segmentation and activation, integrating smoothly with other tools, and supporting both privacy and governance requirements.  A reliable way to evaluate the best CDP for your needs is to compare platforms based on verified user reviews, feature fit, and performance for companies of a similar size and industry. On G2, the leading CDPs are identified using verified customer feedback and satisfaction signals, which helps buyers see which tools perform best in real-world use cases. The best CDP software are [Salesforce Data 360 (formerly Data Cloud)](https://www.g2.com/products/salesforce-data-360-formerly-data-cloud/reviews), [Insider One](https://www.g2.com/products/insider-one/reviews), and [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews). ### Sources 1. [50+ Customer Data Statistics for Successful Marketing Plans](https://www.g2.com/articles/customer-data-statistics), G2 2. G2 reviews data: G2 reviews are sourced from verified software users and factor in satisfaction ratings, market presence, and real-time popularity data. Rankings in this guide are based on an analysis of G2 user reviews published within the last 12 months. For more details, read [G2’s full scoring methodology](https://documentation.g2.com/docs/research-scoring-methodologies). 3. [Customer Data Platform Market Size, Share & Industry Analysis](https://www.fortunebusinessinsights.com/industry-reports/customer-data-platform-market-100633), Fortune Business Insights 4. [Customer Data Platform Growth Shifts to New Markets](https://www.cdpinstitute.org/news/customer-data-platform-growth-shifts-to-new-markets-cdp-institute-report/), CDP Institute