# Best Customer Data Platforms (CDP) for Medium-Sized Businesses - 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, medium-sized business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Medium-Sized 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 Medium-Sized 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 Medium-Sized Business Customer Data Platforms (CDP) category, a product must have at least 10 reviews left by a reviewer from a medium-sized 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 (296 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 (1,392 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 | [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)" | | 5 | [Customer.io](https://www.g2.com/products/customer-io/reviews) | 4.4/5.0 (830 reviews) | Behavior-triggered lifecycle messaging with unified CDP | "[Powerful Automation with Excellent Personalization Capabilities](https://www.g2.com/survey_responses/customer-io-review-12798023)" | | 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 (1,193 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 (929 reviews) | Post-sales customer health data unification | "[Flexible enough to build what our business actually needs](https://www.g2.com/survey_responses/planhat-review-13060808)" | | 10 | [D·engage](https://www.g2.com/products/d-engage/reviews) | 4.6/5.0 (132 reviews) | Omnichannel journey orchestration with unified CDP | "[5 years, 3 implementations: journey builder and remote segments stood out](https://www.g2.com/survey_responses/d-engage-review-13070856)" | ## 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=19103&focus%5B%5D=24829&focus%5B%5D=22329&focus%5B%5D=1759&focus%5B%5D=18316&focus%5B%5D=54136) Highlighted products: Insider One, Salesforce Data 360 (formerly Data Cloud), Bloomreach, Planhat, Klaviyo, Dotdigital, Customer.io, and Tealium Customer Data Hub. 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=bloomreach-bloomreach&focus%5B%5D=planhat&focus%5B%5D=klaviyo&focus%5B%5D=dotdigital&focus%5B%5D=customer-io&focus%5B%5D=tealium-customer-data-hub&segment=mid-market) ## 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**: imagino (+0.87%) - Among all products in this category, imagino recorded the largest rating increase compared to last month *Last updated: July 16, 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** ### Act-On Act-On Software is a Marketing Automation Platform that provides solutions to empower marketers to engage marketing targets at every step of the customer lifecycle. Act-On makes customer data actionable so marketers can dream big and build smart, effective marketing automation programs to grow their businesses and generate higher customer lifetime value – all with the fastest time-to-value. Get a Demo: https://act-on.com/demo/ Act-On empowers marketers to: • Grow and expand their businesses at scale through B2B demand generation, B2C sales and transactions, and customer marketing features. Orchestrate and optimize the entire customer journey — from awareness to advocacy — by building continuous, customized engagement that transforms visitors into prospects, prospects into qualified leads, and qualified leads into lifetime customers. • Deliver exceptional brand experiences throughout the customer lifecycle by automating buying journeys, personalizing communications and campaigns, and improving brand affinity and loyalty. Leverage Act-On’s automated capabilities to attract new prospects, engage your contacts, and guide leads toward more frequent and more lucrative purchasing decisions. • Drive measurable product adoption and customer retention through executing comprehensive onboarding and training programs, product adoption and customer retention strategies, and new products and services promotions. From new contacts to loyal partners, you can use Act-On to engage your audience, turn them into brand ambassadors, and keep them coming back for more. With interactive and dynamic reporting and analytics to assess, showcase, and improve performance, the Act-On Platform is designed to deliver growth marketing value for businesses and marketers of any size, shape, location, and scale. Platform features include: • Automated and adaptable buying journeys • Deep integrations with leading CRM systems and web conferencing • Website visitor engagement tracking and intent reporting • Dynamic lead scoring, segmenting, and nurturing • Social media listening, prospecting, publishing, and advocacy • Easy-to-design web forms, landing pages, and email templates • Event-triggered and transactional emailing • Active contact-based pricing for actual usage billing We get marketing. We understand your challenges. And we’re here to help you excel with every customer and every campaign. [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=2026-07-16T09%3A05%3A26Z&secure%5Bdisplayable_resource_id%5D=1224&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%5Bplacement_resource_ids%5D%5B%5D=1224&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1171&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%2Fmid-market%3Fpage%3D2&secure%5Btoken%5D=503fd2c4e6ac6a0f74abdfa467f0a7cec231d457d7047a26f7ec09be62effb9c&secure%5Burl%5D=https%3A%2F%2Fact-on.com%2F%3Futm_channel%3Dpaid_ppc%26utm_medium%3Dppc_g2%26utm_campaign%3Dppc_g2_2026Q2%26offerAsset_topic%3DOther%26offerAsset_type%3Dother&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 (56 reviews) - Attribution Accuracy (45 reviews) - Analytics (43 reviews) - Helpful (40 reviews) - Ease of Use (37 reviews) **Cons:** - Learning Curve (24 reviews) - Missing Features (14 reviews) - Inadequate Reporting (11 reviews) - Not Intuitive (11 reviews) - Poor Reporting (10 reviews) ### What Do G2 Reviewers Say About Dreamdata? *AI-generated summary from verified user reviews* **Pros:** - Users value the **visualization of the B2B buyer journey** with Dreamdata, enabling precise campaign adjustments and ROI tracking. - Users value the **attribution accuracy** of Dreamdata, enabling optimized marketing efforts through precise journey mapping. - Users find **analytics visualization** in Dreamdata invaluable for optimizing marketing efforts and understanding the buyer journey. - Users value the **all-in-one platform** of Dreamdata, offering integrated insights for improved marketing and sales strategies. - Users value the **ease of use** of Dreamdata, praising its intuitive interface and seamless implementation features. **Cons:** - Users report a **steep learning curve** due to the complexity and depth of Dreamdata's features and insights. - Users note the **lack of essential features** like ABM reports and custom dashboards, impacting overall user experience. - Users express frustration with **inadequate reporting** , highlighting challenges in setup and navigation, affecting overall usability. - Users find Dreamdata's interface **not intuitive** , leading to a steep learning curve and inefficient navigation. - Users express frustration with **poor reporting** capabilities, noting that manual setup hampers efficiency and usability. #### 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. [D&B Rev.Up ABX](https://www.g2.com/products/dnbrevupabx/reviews) D&B Rev.Up ABX is an open RevTech platform designed to help marketing and sales teams grown revenue by consolidating accounts, contacts, campaigns, and sales plays. With D&B Rev.Up ABX, you get the power to: •Learn: with a full view of buyers and customers, better understand their behavior, their journeys, and when they're likely to buy •Target: With AI-driven insights, prioritize the audiences most likely to buy - or customers at risk of leaving •Engage: Turn on and run personalized, data-backed campaigns in the channels where your buyers and customers are most likely to respond •Win: Uncover all of the points in your buyers' journeys where they're likely to engage to help your team reach them at the right times - and get through the door first **Average Rating:** 4.4/5.0 **Total Reviews:** 109 **How Do G2 Users Rate D&B Rev.Up ABX?** - **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:** 9.4/10 (Category avg: 8.6/10) - **Expandability:** 8.9/10 (Category avg: 8.6/10) **Who Is the Company Behind D&B Rev.Up ABX?** - **Seller:** [Dun & Bradstreet](https://www.g2.com/sellers/dun-bradstreet) - **HQ Location:** Short Hills, NJ - **Twitter:** @DunBradstreet (22,541 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2385/ (5,747 employees on LinkedIn®) - **Ownership:** NYSE: DNB - **Total Revenue (USD mm):** $1,738 **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 40% Mid-Market, 32% Small-Business #### What Are D&B Rev.Up ABX's Pros and Cons? **Pros:** - Analytics (2 reviews) - Audience Targeting (2 reviews) - Data Accuracy (2 reviews) - Data Quality (2 reviews) - Effective (2 reviews) **Cons:** - Learning Curve (2 reviews) - Poor Customer Support (2 reviews) - Slow Performance (2 reviews) - Automation Difficulty (1 reviews) - Call Management (1 reviews) ### What Do G2 Reviewers Say About D&B Rev.Up ABX? *AI-generated summary from verified user reviews* **Pros:** - Users value the **comprehensive access to rich business data** provided by D&B Rev.Up ABX for effective targeting. - Users value the **targeted audience insights** from D&B Rev.Up ABX, enhancing their marketing efforts significantly. - Users value the **exceptional data accuracy** of D&B Rev.Up ABX, enhancing marketing targeting and personalization significantly. - Users value the **rich business data** from D&B Rev.Up ABX, enhancing targeting and personalization in marketing efforts. - Users highlight the **data-driven insights** of D&B Rev.Up ABX, enhancing targeted marketing and sales strategies significantly. **Cons:** - Users find the **difficult learning curve** of D&B Rev.Up ABX challenging, especially without prior ABM experience. - Users find the **learning curve challenging** , making it difficult for new users to grasp the platform effectively. - Users report a **difficult learning curve** for new users, making it challenging to effectively utilize D&B Rev.Up ABX. - Users are frustrated by the **difficulties in automation** , lacking real-time insights and timely engagement tracking for effective marketing. - Users find the **learning curve difficult** , making it challenging for new users to effectively utilize D&B Rev.Up ABX. #### What Are Recent G2 Reviews of D&B Rev.Up ABX? **"[Review for D&B Rev.UP ABX](https://www.g2.com/survey_responses/d-b-rev-up-abx-review-9405710)"** **Rating:** 4.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/d-b-rev-up-abx-review-9405710) --- **"[Cuts Through the Noise with Analytics-Based Targeting](https://www.g2.com/survey_responses/d-b-rev-up-abx-review-12778511)"** **Rating:** 4.5/5.0 stars *— ISHAN P.* [Read full review](https://www.g2.com/survey_responses/d-b-rev-up-abx-review-12778511) --- #### What Are G2 Users Discussing About D&B Rev.Up ABX? - [What is D&B Rev.Up ABX used for?](https://www.g2.com/discussions/what-is-d-b-rev-up-abx-used-for) ### 3. [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:** 646 **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, 27% 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 find AdRoll ABM's **ease of use** exceptional, aided by helpful support and seamless onboarding experiences. - Users value the **precise audience targeting** of AdRoll ABM, enabling effective engagement throughout the customer journey. - Users value the **precise targeting capabilities** of AdRoll ABM, enhancing their marketing effectiveness across multiple channels. - Users appreciate the **intent data** of AdRoll ABM for its precise targeting and account-level insights, enhancing campaign effectiveness. - Users value the **great customer support** from AdRoll ABM, which simplifies onboarding and enhances usability. **Cons:** - Users find the **steep learning curve** of AdRoll ABM challenging, especially for those unfamiliar with ad platforms. - Users note the **limited features** of AdRoll ABM, with a desire for expanded native advertising options and simplified reporting. - Users express concern about **limited features** , particularly regarding filter selection and segmenting capabilities for campaigns. - Users express frustration with **campaign issues** , citing poor lead generation and inconsistent reporting from AdRoll ABM. - Users find the **targeting limitations** frustrating, as they can't reach specific individuals within companies 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) --- **"[User-Friendly List Building, Excellent Media Center, and Fast, Knowledgeable Support](https://www.g2.com/survey_responses/adroll-abm-formerly-rollworks-review-12664248)"** **Rating:** 4.0/5.0 stars *— Melissa G.* [Read full review](https://www.g2.com/survey_responses/adroll-abm-formerly-rollworks-review-12664248) --- #### 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) ### 4. [Manago AI](https://www.g2.com/products/manago-ai/reviews) Manago AI is a Customer Engagement Platform that helps marketers connect their data, understand every customer, communicate on every channel and drive results. Trusted by 2,000+ brands, Manago AI gives marketers the speed, clarity and confidence to move from idea to live campaign in minutes across email, SMS, WhatsApp and web. No technical resource required. **Average Rating:** 4.4/5.0 **Total Reviews:** 298 **How Do G2 Users Rate Manago AI?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10) - **Predictive Modeling:** 8.2/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.4/10 (Category avg: 8.6/10) - **Expandability:** 8.6/10 (Category avg: 8.6/10) **Who Is the Company Behind Manago AI?** - **Seller:** [Manago AI](https://www.g2.com/sellers/manago-ai) - **Year Founded:** 2011 - **HQ Location:** Kraków, PL - **LinkedIn® Page:** https://www.linkedin.com/company/5134015/ (347 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Marketing Automation Specialist, Marketing Manager - **Top Industries:** Marketing and Advertising, Retail - **Company Size:** 56% Small-Business, 36% Mid-Market #### What Are Manago AI's Pros and Cons? **Pros:** - Automation (15 reviews) - Automation Efficiency (14 reviews) - Customer Support (14 reviews) - Features (12 reviews) - Helpful (11 reviews) **Cons:** - Learning Curve (10 reviews) - Not Intuitive (8 reviews) - Complex Usability (7 reviews) - Complexity (5 reviews) - Feature Issues (5 reviews) ### What Do G2 Reviewers Say About Manago AI? *AI-generated summary from verified user reviews* **Pros:** - Users value the **flexibility and adaptability** of SALESmanago, enhancing their marketing automation capabilities effortlessly. - Users praise the **automation efficiency** of Manago AI, highlighting its adaptability and seamless integration for enhanced marketing processes. - Users value the **responsive customer support** of Manago AI, which greatly enhances their implementation and marketing success. - Users admire the **advanced campaign automation and seamless integration** of Manago AI, enhancing their marketing strategies significantly. - Users appreciate the **intuitive email builder** and responsive support, enhancing customer communication and workflow efficiency. **Cons:** - Users find the **learning curve** challenging, as setup can be time-consuming and initially not intuitive. - Users find Manago AI's interface **not intuitive** , with features difficult to locate and a cluttered user experience. - Users encounter **complex usability** in some areas of SALESmanago, but find support helpful for navigation. - Users find the system's **complexity** challenging, making it difficult to utilize all features effectively. - Users face **feature issues** , such as poor SMS integration and hidden functionalities, affecting overall usability and support experience. #### What Are Recent G2 Reviews of Manago AI? **"[Intuitive, Feature-Rich Newsletter Builder with Reliable Automations and Great Support](https://www.g2.com/survey_responses/manago-ai-review-12970320)"** **Rating:** 4.0/5.0 stars *— Paulina .* [Read full review](https://www.g2.com/survey_responses/manago-ai-review-12970320) --- **"[Intuitive and Effective for Marketing Automation](https://www.g2.com/survey_responses/manago-ai-review-1910860)"** **Rating:** 5.0/5.0 stars *— Oscar G.* [Read full review](https://www.g2.com/survey_responses/manago-ai-review-1910860) --- #### What Are G2 Users Discussing About Manago AI? - [What is SALESmanago used for?](https://www.g2.com/discussions/what-is-salesmanago-used-for) ### 5. [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) - Helpful (98 reviews) - Customer Support (95 reviews) - Efficiency (94 reviews) - Customization (93 reviews) **Cons:** - Learning Curve (83 reviews) - Integration Issues (62 reviews) - Missing Features (54 reviews) - Limited Customization (47 reviews) - Steep Learning Curve (46 reviews) ### What Do G2 Reviewers Say About Totango? *AI-generated summary from verified user reviews* **Pros:** - Users find Totango to be **easy to use and set up** , greatly enhancing their account tracking and management. - Users appreciate the **helpful functionality** of Totango, streamlining their tasks and enhancing customer engagement effectively. - Users value the **exceptional customer support** of Totango, enhancing their experience and facilitating efficient account management. - Users benefit from the **efficiency** of Totango, streamlining workflows and enabling quick access to customer insights anytime, anywhere. - Users value the **customization features** of Totango, enhancing account management and improving customer onboarding processes. **Cons:** - Users find the **steep learning curve** challenging due to overwhelming data and a lack of educational resources. - Users face **integration issues** with Salesforce and APIs, making the experience less seamless than desired. - Users find the **missing features** in Totango limiting, with requests for improved analysis tools and notifications. - Users find **limited customization** options in Totango, which can hinder their ability to personalize the experience effectively. - Users find the **steep learning curve** of Totango challenging, citing overwhelming features and a lack of educational resources. #### 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 ### 6. [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 (30 reviews) - Ease of Use (21 reviews) - Helpful (21 reviews) - Email Marketing (16 reviews) - Automation Efficiency (14 reviews) **Cons:** - Learning Curve (16 reviews) - Not Intuitive (11 reviews) - Complexity (7 reviews) - Difficult Learning (7 reviews) - Limited Features (7 reviews) ### What Do G2 Reviewers Say About Listrak? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **exceptional customer support** from Listrak, valuing their responsiveness and commitment to success. - Users commend Listrak for its **ease of use** , enabling seamless setup and effective targeting without extensive developer help. - Users highlight the **exceptional account management support** from Listrak, making them feel valued and well-cared for. - Users praise Listrak for its **effective targeting and optimization** , enhancing customer engagement and improving email marketing performance. - Users praise Listrak for its **automation efficiency** , enabling seamless marketing with minimal effort and significant growth. **Cons:** - Users experience a **steep learning curve** with Listrak's complex interface, making initial navigation challenging without assistance. - Users find Listrak's interface **not intuitive** , requiring support and technical knowledge for effective use. - Users find Listrak's **complexity** overwhelming, often relying on support to navigate its confusing interface and features. - Users find the **difficult learning curve** for Listrak's Journeys and content structure frustrating at times. - Users find Listrak's **limited features** a barrier, particularly for mobile integration and HTML editing capabilities. #### 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) ### 7. [Appier AIRIS (formerly Woopra)](https://www.g2.com/products/appier-airis-formerly-woopra/reviews) Woopra is a Customer Journey Analytics solution that is redefining how companies understand, analyze, engage and retain their customers. The platform is designed to fuel optimization and growth throughout the entire customer lifecycle. Leveraging individual-level data to aggregate analytics reports for full lifecycle insights that bridge departmental gaps. Woopra’s proprietary tracking technology tracks usage across your website, product and mobile applications. In addition, the platform offers 51+ one-click integrations with partners such as Salesforce, Marketo, Intercom and Segment to seamlessly unify disparate data points across tools and teams. As data flows into Woopra, People Profiles reveal a full behavioral history for each user, from their first touch to conversion and beyond. Making every engagement an opportunity to create more personalized experiences and support. Advanced analytics features include non-linear Customer Journeys, Trends and Retention reports powered by consolidated data. Translating numbers into people and opening entirely new views of the who, the what and the how in your data. Finally, Woopra's Triggers empower teams to take real-time action on their data. Automatically personalize page content, trigger a chat message, enrolls segments drip campaigns, update a lead status or customize a promotion with zero latency. Combined with powerful behavioral and demographic data, companies are able to deliver personalized experiences through the right channel, at the right time. With more than 200,000 users and 1,000 innovative customers across the world, Woopra provides the first unified analytics solution that is used by SaaS, eCommerce and On-Demand services for understanding, engaging and connecting with customers through data. **Average Rating:** 4.4/5.0 **Total Reviews:** 197 **How Do G2 Users Rate Appier AIRIS (formerly Woopra)?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10) **Who Is the Company Behind Appier AIRIS (formerly Woopra)?** - **Seller:** [Appier](https://www.g2.com/sellers/appier) - **Year Founded:** 2012 - **HQ Location:** Taipei, Taiwan - **Twitter:** @GoAppier (1,230 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/appier/ (869 employees on LinkedIn®) - **Ownership:** TYO: 4180 **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 53% Small-Business, 34% Mid-Market #### What Are Appier AIRIS (formerly Woopra)'s Pros and Cons? **Pros:** - Insights (9 reviews) - Ease of Use (8 reviews) - Features (8 reviews) - Insights Generation (8 reviews) - Analytics (7 reviews) **Cons:** - Limitations (5 reviews) - Steep Learning Curve (4 reviews) - Learning Curve (3 reviews) - Complexity (2 reviews) - Complex Setup (2 reviews) ### What Do G2 Reviewers Say About Appier AIRIS (formerly Woopra)? *AI-generated summary from verified user reviews* **Pros:** - Users value the **real-time analytics** of Appier AIRIS, enhancing decision-making and understanding of customer interactions effectively. - Users enjoy the **user-friendly interface** of Appier AIRIS, making customer data analysis seamless and efficient. - Users appreciate the **user-friendly interface and real-time analytics** of Appier AIRIS, enhancing data collection and insights. - Users value the **real-time insights** from Appier AIRIS, enhancing their understanding of customer behavior for better decision-making. - Users value the **real-time analytics** of Appier AIRIS, enabling timely decisions and actionable insights into customer behavior. **Cons:** - Users express disappointment over **limited data capture and customization options** , impacting their analytical capabilities effectively. - Users experience a **steep learning curve** with Appier AIRIS, particularly those new to analytics and data management. - Users face a **steep learning curve** with Appier AIRIS, especially if they lack data analytics experience. - Users find the **onboarding and calculation complexity** of AIRIS to be challenging, impacting their overall experience. - Users find the **setup process complex** , wishing for better guidance and support during onboarding and integrations. #### What Are Recent G2 Reviews of Appier AIRIS (formerly Woopra)? **"[" Irreplaceable; Technique Tool for Marketing"](https://www.g2.com/survey_responses/appier-airis-formerly-woopra-review-7817933)"** **Rating:** 5.0/5.0 stars *— Verified User in Education Management* [Read full review](https://www.g2.com/survey_responses/appier-airis-formerly-woopra-review-7817933) --- **"[Excellent customer support and easy to use](https://www.g2.com/survey_responses/appier-airis-formerly-woopra-review-11756368)"** **Rating:** 4.0/5.0 stars *— Vicky Fang 房華娟 .* [Read full review](https://www.g2.com/survey_responses/appier-airis-formerly-woopra-review-11756368) --- #### What Are G2 Users Discussing About Appier AIRIS (formerly Woopra)? - [What is Woopra used for?](https://www.g2.com/discussions/what-is-woopra-used-for) - [What does Woopra do?](https://www.g2.com/discussions/what-does-woopra-do) - 1 comment - [How do I track a user journey on my website?](https://www.g2.com/discussions/how-do-i-track-a-user-journey-on-my-website) - 1 comment - [What is woopra com?](https://www.g2.com/discussions/what-is-woopra-com) - 1 comment - [How do you use Woopra?](https://www.g2.com/discussions/how-do-you-use-woopra) - 1 comment ### 8. [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 praise the **helpful and supportive customer support** of Actito, enhancing their overall experience with the tool. - Users find Actito's **ease of use** exceptional, allowing intuitive customization and effective marketing campaign execution. - Users value the **effective automation** capabilities of Actito, enhancing customer engagement and campaign personalization effortlessly. - Users find Actito's **helpful support team** invaluable, enhancing their marketing automation experience and achieving business goals. - Users are impressed by the **automation efficiency** of Actito, enhancing campaign management and improving customer engagement effectively. **Cons:** - Users find the **integration issues** with Actito frustrating, particularly regarding speed and lack of native connectors. - Users find the **learning curve steep** for Actito, citing complexity and the need for additional knowledge and support. - Users find the **complexity of advanced features** in Actito challenging, requiring extra knowledge and support for effective use. - Users find **integration difficulties** with Actito, citing slow implementation and lack of native connectors as significant concerns. - Users find **integration difficult** , as it requires time and lacks native connectors for seamless connectivity. #### 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) ### 9. [Custify](https://www.g2.com/products/custify/reviews) Custify is the customer success platform designed to help SaaS businesses reduce churn, boost customer lifetime value, and deliver world-class customer experiences. With an intuitive interface and powerful features, Custify empowers Customer Success teams to manage every aspect of the customer journey—from seamless onboarding to proactive renewal and expansion—using real-time health scores, automated alerts, and predictive analytics. Custify integrates data across your entire tech stack, providing a centralized, single source of truth for each customer. This allows teams to quickly spot churn risks, capitalize on upsell opportunities, and deliver personalized customer interactions at scale. With automated workflows, customizable playbooks, and intelligent segmentation, Custify streamlines routine tasks, enabling your team to focus on building relationships and driving customer success outcomes that matter. Setting up Custify is a breeze with our concierge onboarding service, ensuring you’re up and running in hours—not weeks. Our platform integrates effortlessly with your CRM, support systems, and other essential tools, giving you unmatched visibility and collaboration across teams. Custify’s powerful analytics and customizable dashboards make it easy to monitor key metrics, track customer health, and measure the success of your initiatives. Join leading SaaS companies that trust Custify to optimize their Customer Success operations and drive sustainable growth. Deliver exceptional customer experiences, reduce churn, and maximize customer lifetime value with the best Customer Success platform for your SaaS business. Book a demo today to see how Custify transforms your customer success strategy at scale. **Average Rating:** 4.7/5.0 **Total Reviews:** 508 **How Do G2 Users Rate Custify?** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10) - **Predictive Modeling:** 7.1/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.5/10 (Category avg: 8.6/10) - **Expandability:** 8.5/10 (Category avg: 8.6/10) **Who Is the Company Behind Custify?** - **Seller:** [Custify](https://www.g2.com/sellers/custify) - **Year Founded:** 2017 - **HQ Location:** Bucharest, Romania - **Twitter:** @CustifySRL (628 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/18314355/ (43 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:** 64% Small-Business, 33% Mid-Market #### What Are Custify's Pros and Cons? **Pros:** - Ease of Use (121 reviews) - Customer Support (82 reviews) - Intuitive (54 reviews) - Automation (48 reviews) - Integrations (48 reviews) **Cons:** - Missing Features (29 reviews) - Email Functionality (20 reviews) - Limited Customization (20 reviews) - Learning Curve (17 reviews) - Not Intuitive (17 reviews) ### What Do G2 Reviewers Say About Custify? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Custify, benefiting from its intuitive features for customer management. - Users praise the **exceptional customer support** from Custify, always available and responsive to their needs. - Users find Custify **intuitive and user-friendly** , enabling seamless use across various departments with minimal support required. - Users value the **robust automation** in Custify, enhancing collaboration and efficiency in customer success management. - Users value the **seamless integration options** offered by Custify, enhancing their adaptability and data management capabilities. **Cons:** - Users note **missing features** like improved tracking, communication options, and documentation, limiting overall effectiveness of Custify. - Users highlight the **limited email functionality** of Custify, noting the need for better tracking and reporting features. - Users face **limited customization** options in Custify, hindering their ability to optimize the interface and data management. - Users find the **learning curve steep** , making initial setup and understanding usage challenging for some businesses. - Users find Custify's interface **not intuitive** , struggling with navigation, customizations, and overloaded settings. #### What Are Recent G2 Reviews of Custify? **"[Custify’s AI Summaries and Sentiment Analysis Save Us Time](https://www.g2.com/survey_responses/custify-review-13101484)"** **Rating:** 5.0/5.0 stars *— Marja K.* [Read full review](https://www.g2.com/survey_responses/custify-review-13101484) --- **"[Custify Streamlines Customer Data with Intuitive, Actionable Automation](https://www.g2.com/survey_responses/custify-review-13094699)"** **Rating:** 5.0/5.0 stars *— Jan W.* [Read full review](https://www.g2.com/survey_responses/custify-review-13094699) --- #### What Are G2 Users Discussing About Custify? - [What is Custify used for?](https://www.g2.com/discussions/what-is-custify-used-for) ### 10. [mParticle by Rokt](https://www.g2.com/products/mparticle-by-rokt/reviews) Rokt mParticle is a hybrid customer data platform (CDP) that combines real-time streaming architecture with composable, warehouse-native architecture in a single platform. It is purpose-built for enterprise teams who need both: activating customer data in real time from streaming pipelines and directly from their cloud data warehouse, without rebuilding infrastructure or duplicating data. With hundreds of API-based integrations, Rokt mParticle makes data flow seamlessly across every channel so marketing, product, and data teams can move faster with less hassle. Core capabilities include Customer 360 identity resolution, AI-powered audience segmentation, predictive analytics, and end-to-end data governance with built-in privacy controls. Rokt mParticle connects to 300+ native integrations, routing customer data across marketing, product, and analytics tools without data loss or latency. Global brands including HBO Max, JetBlue, SoFi, Burger King, Chick-fil-A, Spotify, and Klarna use Rokt mParticle to improve identity match rates, grow high-value audiences, lower customer acquisition costs, and drive measurable revenue lift across channels. **Average Rating:** 4.4/5.0 **Total Reviews:** 175 **How Do G2 Users Rate mParticle by Rokt?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10) - **Predictive Modeling:** 7.0/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.2/10 (Category avg: 8.6/10) - **Expandability:** 8.8/10 (Category avg: 8.6/10) **Who Is the Company Behind mParticle by Rokt?** - **Seller:** [ROKT](https://www.g2.com/sellers/rokt) - **Company Website:** https://rokt.com - **Year Founded:** 2012 - **HQ Location:** New York, US - **Twitter:** @ROKT (1,134 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/rokt/ (752 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Product Manager, Data Analyst - **Top Industries:** Financial Services, Information Technology and Services - **Company Size:** 53% Mid-Market, 27% Small-Business #### What Are mParticle by Rokt's Pros and Cons? **Pros:** - Ease of Use (4 reviews) - Insights (4 reviews) - Automation Efficiency (2 reviews) - Collaboration (2 reviews) - Easy Creation (2 reviews) **Cons:** - Complex Configuration (2 reviews) - Complexity (2 reviews) - Complexity Issues (2 reviews) - Learning Curve (2 reviews) - Steep Learning Curve (2 reviews) ### What Do G2 Reviewers Say About mParticle by Rokt? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of mParticle, simplifying customer data management and integration across platforms. - Users appreciate the **centralized organization of customer data** in mParticle, streamlining their analytics and integrations effectively. - Users value the **automation efficiency** of mParticle, significantly reducing manual effort and streamlining customer data management. - Users appreciate the **collaboration capabilities** of mParticle, simplifying data organization and audience sharing across platforms. - Users appreciate the **easy creation** of audiences in mParticle, enhancing their workflow and collaboration across platforms. **Cons:** - Users face a **steep learning curve** with mParticle, making configuration and navigating the platform frustrating for newcomers. - Users experience a **steep learning curve** with mParticle, making it challenging to navigate and utilize effectively. - Users struggle with the **complexity issues** of mParticle, facing a steep learning curve and confusing configurations. - Users struggle with the **steep learning curve** of mParticle, finding it challenging to navigate and utilize effectively. - Users struggle with a **steep learning curve** , finding it difficult to grasp concepts and navigate the complex interface. #### What Are Recent G2 Reviews of mParticle by Rokt? **"[Love the tool mParticle – but with some troubles](https://www.g2.com/survey_responses/mparticle-by-rokt-review-12086424)"** **Rating:** 4.0/5.0 stars *— Ayur M.* [Read full review](https://www.g2.com/survey_responses/mparticle-by-rokt-review-12086424) --- **"[A tool that covers all the essentials to enable multi-channel marketing](https://www.g2.com/survey_responses/mparticle-by-rokt-review-12460934)"** **Rating:** 4.0/5.0 stars *— Ben D.* [Read full review](https://www.g2.com/survey_responses/mparticle-by-rokt-review-12460934) --- #### What Are G2 Users Discussing About mParticle by Rokt? - [What is Indicative used for?](https://www.g2.com/discussions/what-is-indicative-used-for) - [What is mParticle used for?](https://www.g2.com/discussions/what-is-mparticle-used-for) ### 11. [Nvecta](https://www.g2.com/products/nvecta/reviews) Nvecta is an AI-powered marketing automation and CDP solution. It provides an omnichannel experience that helps you reach your desired audience through email, SMS, push notifications, pop-ups, and much more. With Nvecta, you can send automated campaigns to target your audience at the right time. Moreover, it allows you to send personalized campaigns to connect with your audience on a more personal level. Its easy-to-use interface, along with a drag-and-drop editor, makes it easier to customize your campaigns and journeys. Its in-depth campaign analytics help you measure campaign performance and adjust your campaigns accordingly. Key Features Real-time Data & Personalization Segmentation & Targeting Omnichannel Communication A/B Testing Analytics & Reporting Exit-Intent Targeting Drip Campaigns Dynamic Content Injection Seamless Third-Party App Integration **Average Rating:** 4.8/5.0 **Total Reviews:** 335 **How Do G2 Users Rate Nvecta?** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10) - **Predictive Modeling:** 9.5/10 (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 Nvecta?** - **Seller:** [Nvecta](https://www.g2.com/sellers/nvecta) - **Year Founded:** 2011 - **HQ Location:** Delhi, IN - **LinkedIn® Page:** https://www.linkedin.com/company/nvecta/ (58 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Search Engine Optimization Executive, Search Engine Optimization Specialist - **Top Industries:** Marketing and Advertising, Computer Software - **Company Size:** 69% Small-Business, 28% Mid-Market #### What Are Nvecta's Pros and Cons? **Pros:** - Helpful (128 reviews) - Automation (121 reviews) - Ease of Use (116 reviews) - Customer Engagement (95 reviews) - Customer Support (92 reviews) **Cons:** - Learning Curve (50 reviews) - Missing Features (48 reviews) - Expensive (41 reviews) - Limited Customization (34 reviews) - Not Intuitive (32 reviews) ### What Do G2 Reviewers Say About Nvecta? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **user-friendly interface** of NotifyVisitors, making marketing campaigns effortless and efficient. - Users appreciate the **automation capabilities** of NotifyVisitors, enabling seamless client journeys with minimal effort and maximum efficiency. - Users love the **ease of use** of Nvecta, praising its user-friendly interface and simple onboarding process. - Users commend the **exceptional customer engagement** of Nvecta, praising its user-friendly interface and responsive support team. - Users highlight the **excellent customer support** of Nvecta, appreciating the fast and helpful assistance available. **Cons:** - Users find the **learning curve challenging** , making it difficult for new users to fully grasp the tool's features. - Users are frustrated by **missing features** like limited customization and difficult navigation in Nvecta's system. - Users find Nvecta to be **extremely costly** , making it difficult for new businesses to afford its services. - Users note the **limited customization** options in Nvecta, hindering flexibility and usability as the firm develops. - Users find the **interface not intuitive** , struggling with customization and navigation in the Nvecta platform. #### What Are Recent G2 Reviews of Nvecta? **"[Effortlessly Activates Customer Data into Personalized Campaigns](https://www.g2.com/survey_responses/nvecta-review-12189652)"** **Rating:** 4.0/5.0 stars *— sakthivel 2.* [Read full review](https://www.g2.com/survey_responses/nvecta-review-12189652) --- **"[All-in-One Engagement Platform That's Easy for Beginners](https://www.g2.com/survey_responses/nvecta-review-12103392)"** **Rating:** 4.5/5.0 stars *— Nishant S.* [Read full review](https://www.g2.com/survey_responses/nvecta-review-12103392) --- #### What Are G2 Users Discussing About Nvecta? - [What is NotifyVisitors used for?](https://www.g2.com/discussions/what-is-notifyvisitors-used-for) - 1 upvote ### 12. [SAP Customer Data Platform](https://www.g2.com/products/sap-customer-data-platform/reviews) SAP Customer Data Platform (CDP) is an enterprise-grade, cloud-native data management platform designed to unify customer data scattered across the front office (marketing, sales) and the back office (ERP, supply chain). By integrating transactional and operational data from SAP S/4HANA with interaction data, CDP creates a single, unified, and real-time customer profile. This provides a 360-degree view and allows organizations to segment audiences, fuel hyper-personalized marketing and sales engagements across all touchpoints, and, critically, ensure compliance with global data privacy regulations like GDPR and CCPA. **Average Rating:** 4.4/5.0 **Total Reviews:** 50 **How Do G2 Users Rate SAP Customer Data Platform?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10) - **Predictive Modeling:** 9.1/10 (Category avg: 8.0/10) - **Data Enrichment:** 9.3/10 (Category avg: 8.6/10) - **Expandability:** 9.1/10 (Category avg: 8.6/10) **Who Is the Company Behind SAP Customer Data Platform?** - **Seller:** [SAP](https://www.g2.com/sellers/sap) - **Year Founded:** 1972 - **HQ Location:** Walldorf - **Twitter:** @SAP (297,052 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/sap/ (141,955 employees on LinkedIn®) - **Ownership:** NYSE:SAP **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 50% Enterprise, 39% Mid-Market #### What Are SAP Customer Data Platform's Pros and Cons? **Pros:** - Analytics (1 reviews) - Collaboration (1 reviews) - Ease of Use (1 reviews) - Integrations (1 reviews) - Simple (1 reviews) **Cons:** - Complex Setup (1 reviews) - Expensive (1 reviews) - High Licensing Costs (1 reviews) - Integration Issues (1 reviews) - Limited Features (1 reviews) ### What Do G2 Reviewers Say About SAP Customer Data Platform? *AI-generated summary from verified user reviews* **Pros:** - Users value the **extensive analytical capabilities** of SAP Customer Data Platform for in-depth data insights. - Users value the **seamless omni-channel integration** of SAP Customer Data Platform for enhancing customer engagement and satisfaction. - Users find the **ease of use** of SAP Customer Data Platform improves significantly as they become familiar with it. - Users appreciate the **seamless omni-channel integration** of SAP Customer Data Platform, enhancing customer satisfaction and engagement. - Users find SAP Customer Data Platform to be **simple to use** after initial learning, enhancing their experience significantly. **Cons:** - Users find the **integration complexity** of SAP Customer Data Platform challenging, requiring significant IT resources and budget considerations. - Users find the **implementation and maintenance costs** of SAP Customer Data Platform to be a significant budget constraint. - Users find the **high licensing costs** of SAP Customer Data Platform to be a significant budget constraint for implementation. - Users find **integration issues** with SAP Customer Data Platform challenging, requiring extensive IT resources and budget considerations. - Users find that there are **certain product limitations** with SAP Customer Data Platform that hinder the overall experience. #### What Are Recent G2 Reviews of SAP Customer Data Platform? **"[PERFECT CUSTOMER INSIGHTS](https://www.g2.com/survey_responses/sap-customer-data-platform-review-8131877)"** **Rating:** 5.0/5.0 stars *— Santosh P.* [Read full review](https://www.g2.com/survey_responses/sap-customer-data-platform-review-8131877) --- **"[Advanced customer Insights and Analytics](https://www.g2.com/survey_responses/sap-customer-data-platform-review-8258724)"** **Rating:** 4.0/5.0 stars *— Bhavesh G.* [Read full review](https://www.g2.com/survey_responses/sap-customer-data-platform-review-8258724) --- #### What Are G2 Users Discussing About SAP Customer Data Platform? - [What is SAP Customer Data Platform used for?](https://www.g2.com/discussions/what-is-sap-customer-data-platform-used-for) ### 13. [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 commend Raptor Services for their **exceptional customer support** , ensuring a tailored and efficient experience. - Users commend Raptor Services for their **reliable technology and excellent customer support** , enhancing overall business effectiveness. - Users value the **personalization capabilities** of Raptor Services, enhancing customer experiences with tailored recommendations and easy integration. - Users value the **customization options** of Raptor Services, enhancing their business setups and customer engagement. - Users highlight the **ease of use** of Raptor Services, appreciating its quick installation and user-friendly interface. **Cons:** - Users find the **complex implementation** process of Raptor Services can lead to confusion and extended development time. - Users experience **delays** during implementation with Raptor Services, leading to confusion and increased development efforts. - Users find the **cost of Raptor Services to be steep** , especially for small businesses entering data collection. - Users find the **filtering issues** in Raptor Services hinder effective audience creation and data utilization. - Users find that **implementation delays** with Raptor Services can be longer compared to other CDPs in the market. #### 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) --- ### 14. [CaliberMind](https://www.g2.com/products/calibermind/reviews) CaliberMind is the GTM Intelligence and Multi-Touch Attribution platform for enterprise marketers seeking to make data-driven decisions. The platform solves the critical challenge of fragmented and siloed data by unifying disconnected marketing and sales engagement signals into a single, reliable view of the buyer journey. By connecting prospect activities directly to outcomes, CaliberMind delivers a complete picture of go-to-market performance attributing it to the hard unit of measure that business cares about - the revenue dollars. Our AI-assisted reporting features leverage this unified data foundation to streamline creation of role-based dashboards and aggregation of buyer journey summaries, turning data chaos into clear, actionable insights. This empowers marketing teams to confidently prove their impact, optimize campaign performance, and shift their focus from manual reporting to making the strategic decisions that drive predictable revenue. We help Marketing Operations, Sales Operations and Revenue Operations Teams to Deploy Analytics and Custom Reporting At Scale. The era of spreadsheet scrambles, ad-hoc report pulls, and data guesswork that takes days is over. MOps teams shouldn’t be buried in tickets and manual rework — and Marketing leadership shouldn’t have to wait for their reports and then wonder if the numbers are right. CaliberMind helps you solve for both: Our dashboards deliver executive-ready insights, powered by harmonized data — no stitching, no second-guessing. Say goodbye to double-counting, under-reporting, and data wrangling. Say hello to “give me five minutes to check that.” **Average Rating:** 4.5/5.0 **Total Reviews:** 189 **How Do G2 Users Rate CaliberMind?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10) - **Predictive Modeling:** 7.9/10 (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 CaliberMind?** - **Seller:** [CaliberMind](https://www.g2.com/sellers/calibermind) - **Company Website:** https://www.CaliberMind.com - **Year Founded:** 2016 - **HQ Location:** Boulder, CO - **Twitter:** @calibermind (640 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/6439916/ (32 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Account Executive - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 49% Mid-Market, 44% Enterprise #### What Are CaliberMind's Pros and Cons? **Pros:** - Ease of Use (42 reviews) - Insights (40 reviews) - Attribution Accuracy (37 reviews) - Helpful (36 reviews) - Analytics (35 reviews) **Cons:** - Learning Curve (42 reviews) - Complexity (20 reviews) - Steep Learning Curve (19 reviews) - Limitations (14 reviews) - Not Intuitive (14 reviews) ### What Do G2 Reviewers Say About CaliberMind? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of CaliberMind, facilitating effortless navigation and streamlined reporting across platforms. - Users value the **clarity in marketing performance** that CaliberMind provides, enhancing visibility into campaign effectiveness and pipeline influence. - Users value the **attribution accuracy** of CaliberMind, enabling precise insights into campaign performance and strategic decision-making. - Users value the **responsive customer support** of CaliberMind, appreciating the team's dedication and effective communication. - Users value the **analytics capabilities** of CaliberMind for delivering deep insights into campaign performance and marketing influence. **Cons:** - Users find the **steep learning curve** of CaliberMind challenging, especially for those new to attribution concepts. - Users find the **complexity in data sharing and learning curve** to be challenges with CaliberMind's functionality. - Users note a **steep learning curve** with CaliberMind, especially for new marketers, though support is helpful. - Users find **engagement limitations** in CaliberMind, citing organization, loading speed, and unnecessary features as drawbacks. - Users find CaliberMind **not intuitive** due to complex setups, learning curves, and inefficient data visualization features. #### What Are Recent G2 Reviews of CaliberMind? **"[Flexible Attribution Models with Insightful Journey Reporting and Great Support](https://www.g2.com/survey_responses/calibermind-review-12946187)"** **Rating:** 5.0/5.0 stars *— Verified User in Computer Software* [Read full review](https://www.g2.com/survey_responses/calibermind-review-12946187) --- **"[Clear Multi-Channel Revenue Impact Insights in One UI](https://www.g2.com/survey_responses/calibermind-review-12706399)"** **Rating:** 4.5/5.0 stars *— Kaitlyn H.* [Read full review](https://www.g2.com/survey_responses/calibermind-review-12706399) --- #### What Are G2 Users Discussing About CaliberMind? - [How do you use Calibermind?](https://www.g2.com/discussions/how-do-you-use-calibermind) - [What is the use of Calibermind?](https://www.g2.com/discussions/what-is-the-use-of-calibermind) - 1 comment - [What is Leadspace?](https://www.g2.com/discussions/what-is-leadspace) - [What does CaliberMind do?](https://www.g2.com/discussions/what-does-calibermind-do) - 1 comment ### 15. [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 love the **intuitive interface** of Catalyst, which simplifies account management and enhances customer engagement efficiency. - Users value the **automation features** of Catalyst, enhancing efficiency and proactive engagement in customer success management. - Users appreciate how Catalyst enhances **customer engagement** through intuitive tools and effective automation for relationship building. - Users appreciate the **seamless integrations** of Catalyst, enhancing data consistency and simplifying customer success operations. - Users value the **intuitive interface** of Catalyst, praising its clean design and ease of navigation for effective customer success. **Cons:** - Users note a significant **learning curve** with Catalyst, particularly for those new to customer success platforms. - Users face **integration issues** with Catalyst, hindering effective tracking and communication across different systems. - Users note **missing features** in Catalyst, particularly lacking integrations and limited customization, hindering overall productivity. - Users find the **interface not intuitive** , struggling with basic tasks and experiencing frequent complications in usage. - Users find **customization options limited** , wishing for more flexibility in dashboard and integration setup. #### 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) ### 16. [RudderStack](https://www.g2.com/products/rudderstack/reviews) RudderStack’s agentic CDP enables you to collect, unify, and activate customer data from an integrated platform that wraps around your data warehouse as the system of record. Our infrastructure is battle tested with proven reliability at peak loads up to 1M events/second and 99.95% uptime. Proactive governance tools enable you to enforce data quality and compliance in pipeline, so downstream systems always get activation ready data. And our AI capabilities transform both how you work with customer data and what you can do with it. With RudderStack, your whole business can trust and use customer data. Data teams ship faster, business teams self-serve rich customer context, and agents consistently deliver powerful, privacy safe experiences. Over 30,000 sites and apps run RudderStack including Crate & Barrel, Foot Locker, Glassdoor, Stripe, Allbirds, and more. RudderStack acquired Blendo in 2020 **Average Rating:** 4.7/5.0 **Total Reviews:** 51 **How Do G2 Users Rate RudderStack?** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10) - **Predictive Modeling:** 5.2/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.4/10 (Category avg: 8.6/10) - **Expandability:** 8.7/10 (Category avg: 8.6/10) **Who Is the Company Behind RudderStack?** - **Seller:** [RudderStack](https://www.g2.com/sellers/rudderstack) - **Company Website:** https://www.rudderstack.com - **Year Founded:** 2019 - **HQ Location:** San Francisco, California - **Twitter:** @RudderStack (1,695 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/rudderlabs/about (129 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 54% Mid-Market, 46% Small-Business #### What Are RudderStack's Pros and Cons? **Pros:** - Ease of Use (18 reviews) - Customer Support (16 reviews) - Easy Integration (11 reviews) - Easy Setup (9 reviews) - Easy Integrations (8 reviews) **Cons:** - Learning Curve (10 reviews) - Limited Customization (5 reviews) - Complexity (4 reviews) - Insufficient Guidance (4 reviews) - Onboarding Difficulties (4 reviews) ### What Do G2 Reviewers Say About RudderStack? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **ease of use** of RudderStack, enjoying a smooth learning curve and intuitive interface. - Users appreciate the **excellent customer support** from RudderStack, with responsive and professional help available when needed. - Users find **easy integration** with RudderStack, allowing seamless connections across multiple sources and destinations effortlessly. - Users enjoy the **easy setup** of RudderStack, allowing quick connections and seamless integrations with tools and warehouses. - Users value the **easy integrations** of RudderStack, allowing quick connections and seamless data management across tools. **Cons:** - Users find the **learning curve challenging** , particularly with the confusing interface and initial setup complexities. - Users find **limited customization options** hinder their ability to tailor RudderStack to their individual workflows and preferences. - Users find the **complexity of event planning and interface** can lead to challenges in usability and debugging. - Users feel there is **insufficient guidance** in documentation, affecting their ability to effectively integrate and utilize RudderStack. - Users face **onboarding difficulties** with RudderStack, especially lacking resources and encountering documentation issues. #### What Are Recent G2 Reviews of RudderStack? **"[Smooth migration from Segment](https://www.g2.com/survey_responses/rudderstack-review-11236491)"** **Rating:** 5.0/5.0 stars *— Steven C.* [Read full review](https://www.g2.com/survey_responses/rudderstack-review-11236491) --- **"[The Modern Data stack's secret weapon ](https://www.g2.com/survey_responses/rudderstack-review-10282067)"** **Rating:** 5.0/5.0 stars *— Venkata M.* [Read full review](https://www.g2.com/survey_responses/rudderstack-review-10282067) --- ### 17. [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 value the **quick and reliable customer support** of Revotas, highlighting their professionalism and effectiveness in service. - Users commend the **helpful and responsive support team** at Revotas, enhancing their marketing efficiency and experience. - Users value the **quick and reliable customer engagement** that enhances their marketing content production process. - Users love the **ease of use** of Revotas, enjoying its flexibility for automation and responsive support. - Users value the **easy setup** of Revotas, enhancing workflow with quick implementation and responsive support. **Cons:** - Users find the **complex reporting** screens challenging initially, needing time to adapt for better usability. - Users find occasional **dashboard issues** that require time to adapt, suggesting a need for a more intuitive layout. - Users find the **inadequate reporting** of Revotas limits its integration and overall effectiveness in their systems. - Users find the **learning curve challenging** , as some reporting screens take time to master effectively. - Users find the **learning difficulty** frustrating, as some reporting screens require time to navigate effectively. #### 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) --- ### 18. [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 (35 reviews) - Ease of Use (26 reviews) - Helpful (25 reviews) - Automation (16 reviews) - Integrations (16 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 value the **exceptional customer support** from Maestra, enjoying tailored assistance that enhances their workflow efficiency. - Users appreciate the **ease of use** in Maestra, highlighted by its intuitive interface and dedicated support. - Users appreciate the **exceptional support** from Maestra's Success Managers, making integration and workflow management seamless. - Users appreciate the **powerful automation** in Maestra, enabling personalized marketing that feels human and scalable. - Users appreciate the **seamless integrations** offered by Maestra, enhancing their workflow and ease of use across platforms. **Cons:** - Users experience a **steep learning curve** with Maestra due to insufficient training materials and complex features. - Users find Maestra's interface **not intuitive** , leading to a steep learning curve and difficulty in setup. - Users experience **segmentation issues** due to complex filters and a steep learning curve for advanced features. - Users find the **complex navigation** of Maestra daunting, affecting ease of use and clarity in data management. - Users note the **limited features** , lacking comprehensive integrations and advanced tools compared to larger platforms like Klaviyo. #### 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) --- ### 19. [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 and supportive customer service** from Lexer, enhancing their overall platform experience and insights. - Users commend Lexer's **powerful AI integrations** , enhancing their overall experience and delivering impressive performance. - Users value the **unlimited insights and analytics** from Lexer, enhancing understanding and driving actionable takeaways. - Users value Lexer's **analytics expertise** , praising its detailed insights and supportive guidance for actionable outcomes. - Users value the **communication efficiency** of Lexer, enhancing their understanding of customer insights and analytics. **Cons:** - Users report frequent **bugs** in Lexer that disrupt functionality and hinder smooth user experience. - Users often face **frustration** with Lexer due to inconsistent performance and occasional errors that hinder usability. - Users find the **learning curve steep** for occasional users of Lexer, needing support to navigate the platform effectively. - Users find the **learning difficulty** of Lexer challenging at times, though the team is improving user experience. - Users find the platform **daunting for infrequent users** , though improvements have been made for simpler navigation. #### 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) ### 20. [Dynamics 365 Customer Insights](https://www.g2.com/products/dynamics-365-customer-insights/reviews) Dynamics 365 Customer Insights is a powerful, real-time customer data platform (CDP) brings together transactional, behavioral, and demographic data to create multi‑dimensional profiles. Activate real‑time insights across the customer journey and on destinations including analytics, marketing, advertising, and customer engagement platforms through turnkey integrations with Microsoft and third‑party applications. **Average Rating:** 4.0/5.0 **Total Reviews:** 16 **How Do G2 Users Rate Dynamics 365 Customer Insights?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10) - **Predictive Modeling:** 8.3/10 (Category avg: 8.0/10) - **Data Enrichment:** 9.2/10 (Category avg: 8.6/10) - **Expandability:** 8.3/10 (Category avg: 8.6/10) **Who Is the Company Behind Dynamics 365 Customer Insights?** - **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft) - **Year Founded:** 1975 - **HQ Location:** Redmond, Washington - **Twitter:** @microsoft (13,091,739 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/microsoft/ (231,632 employees on LinkedIn®) - **Ownership:** MSFT **Who Uses This Product?** - **Company Size:** 68% Mid-Market, 21% Small-Business #### What Are Recent G2 Reviews of Dynamics 365 Customer Insights? **"[Microsoft](https://www.g2.com/survey_responses/dynamics-365-customer-insights-review-8633943)"** **Rating:** 5.0/5.0 stars *— Nirjal S.* [Read full review](https://www.g2.com/survey_responses/dynamics-365-customer-insights-review-8633943) --- **"[Customer Insight - Tresure Hunt Made easy](https://www.g2.com/survey_responses/dynamics-365-customer-insights-review-6980828)"** **Rating:** 4.5/5.0 stars *— Nayan T.* [Read full review](https://www.g2.com/survey_responses/dynamics-365-customer-insights-review-6980828) --- ### 21. [SuperAGI](https://www.g2.com/products/superagi/reviews) SuperAGI is an AI-native CRM platform that unifies sales, marketing, and customer service teams under one intelligent system. It automates high-impact workflows and continuously learns to personalize every customer touchpoint. By replacing multiple tools with autonomous agents, SuperAGI streamlines operations and drives predictable revenue growth. 1) Sales - CRM → CRM items + Tasks An AI-Native CRM that tracks actions by both reps and AI agents, auto-organizes pipeline, and surfaces the next best action. You get enriched records, real-time insights, role-based access, and a “Streamlined Task Play” to fly through prioritized to-dos without tab-hopping. The LinkedIn plugin and our native integrations keep data fresh and actionable. - Prospect → Prospects & Data Enrichment Prospect from an agent-verified contact/company database and auto-enrich records with verified emails and phones. Keep profiles updated with AI, import or export cleanly, and add leads from LinkedIn directly into CRM so you can email or call immediately. Build granular lists, and push them straight into outreach. Upload CSVs for waterfall enrichment, adding leads to lists, sequences, or CRM in one go. - Signals A single signal deanonymizes website visitors, enriches them, scores intent, and explains the “reason to engage.” Alerts land in Slack/email, and you can push accounts into sequences or tasks automatically so sellers hit peak-interest moments, not inbox dead zones. - Cold Outreach Automate LinkedIn + email outreach with copy tuned to persona and context, protect deliverability with mailbox rotation, and run multi-step, multi-channel sequences that book meetings even while you are away. Review or override messages as needed; the system learns what wins and scales it. - Sequences → Sequences + Conversations + Email Orchestrate email, calls, SMS, and LinkedIn in one place, with AI-written variants and A/B tests to lift conversion. Keep stakeholder replies stitched in one email thread, auto-log every touch in CRM, and get sentiment insights to handle objections faster. - AI Dialer Run high-throughput calling with international numbers and parallel dialing (up to multiple lines at once). The system drops unanswered calls, connects reps instantly, and auto-captures notes and activity so talk time goes up while admin time goes down. - Meetings Apply SLAs and rules to route by territory/AEs, convert website and campaign interest into booked slots, and automate SDR→AE handoffs so nothing slips. It’s built to turn traffic into pipeline with less back-and-forth. - Workflows Define automation plays across sales and marketing, e.g., signal detected → enrich → route → trigger sequence → create task → update CRM—so execution is consistent and fast. Works hand-in-hand with AI Journeys and Journey Orchestration to keep motions coordinated. Analytics See pipeline health, cohort conversion, channel impact, and rep performance in one pane. AI explains drivers and recommends actions (double-down, fix, or re-route), helping teams forecast better and remove bottlenecks before they stall deals. CPQ Define price books, approvals, discounts, and quote templates natively. Generate branded quotes with one click from deals, route approvals automatically, and sync accepted quotes straight back to pipeline—so selling stays in one flow. 2) Marketing - Campaigns Build segmented audiences, personalize journeys, and run coordinated touchpoints across email, SMS/WhatsApp, push, and more. Measure lift across channels and feed results back into Signals and Sales so marketing and pipeline stay perfectly in sync. - Customer Journeys Goodbye templatized automation flows! Let AI build the most optimal customer engagement workflows & customer journeys based on their recent interactions to maximize your ROI. - Customer Segmentation: Orchestrate highly personalized and targeted customer interactions based on behavioral data, demographics & recent actions on the website. - Analytics Get granular visibility of your customer behavior, campaign performance, and overall business intelligence along with AI-generated insights, recommendations, and autonomous reporting. - Customer Engagement Deliver a seamless brand experience to your customers via chat across Facebook/Instagram/WhatsApp and make phone calls directly from a single dashboard. - Ads (Coming soon) Create audience syncs from CRM segments, push to ad platforms, and let AI recommend budgets, creatives, and negative-keyword hygiene. Close the loop by attributing pipeline and revenue—not just clicks—back to source. - Social (Coming soon) Publish across networks, monitor intent cues, and turn comments/DMs into sequences, tickets, or meetings with a click. One content calendar; full attribution to pipeline. 3) Support - AI Live Chat Give customers real-time answers, deflect repeats with knowledge-base automation, and escalate to humans when needed—still in one thread. Tie conversations to CRM objects and SLAs, and keep an AI Support Inbox running for always-on assistance. Voice Support (Coming soon) Use voice agents that integrate with live data and your CRM: authenticate callers, update records, send follow-up texts, or book time with a rep. Guardrails keep calls on-brand while the agent scales to hundreds of simultaneous conversations. **Average Rating:** 4.5/5.0 **Total Reviews:** 439 **How Do G2 Users Rate SuperAGI?** - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.1/10) - **Predictive Modeling:** 8.1/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.3/10 (Category avg: 8.6/10) - **Expandability:** 8.3/10 (Category avg: 8.6/10) **Who Is the Company Behind SuperAGI?** - **Seller:** [SuperAGI](https://www.g2.com/sellers/superagi) - **Company Website:** https://superagi.com/ - **Year Founded:** 2023 - **HQ Location:** Palo Alto, California, United States - **Twitter:** @_superAGI (6,088 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/superagi/ (163 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Founder - **Top Industries:** Apparel & Fashion, Consumer Goods - **Company Size:** 82% Small-Business, 18% Mid-Market #### What Are SuperAGI's Pros and Cons? **Pros:** - Ease of Use (273 reviews) - Helpful (181 reviews) - Customer Support (179 reviews) - Features (124 reviews) - Automation (105 reviews) **Cons:** - Missing Features (72 reviews) - Limitations (63 reviews) - Technical Issues (47 reviews) - Bugs (42 reviews) - Limited Features (39 reviews) ### What Do G2 Reviewers Say About SuperAGI? *AI-generated summary from verified user reviews* **Pros:** - Users find SuperAGI to be incredibly **easy to use** , simplifying processes and enhancing overall productivity. - Users find SuperAGI **helpful** for its intuitive design, facilitating smooth onboarding and effective audience engagement. - Users commend the **helpful customer support** of SuperAGI, enhancing their experience and improving sales through effective solutions. - Users love the **user-friendly interface** and appreciate accessing all essential features from a single account. - Users appreciate the **powerful automation tools** of SuperAGI, greatly enhancing efficiency in sales processes. **Cons:** - Users feel the need for **missing features** like analytics and promotional options to enhance SuperAGI's functionality. - Users find the **limited features and UI issues** of SuperAGI hinder usability and overall experience. - Users often face **bugs and glitches** in SuperAGI, which can disrupt their automations and functionality. - Users experience occasional **bugs and glitches** that disrupt functionality and hinder automation processes. - Users note the **limited features** of SuperAGI, expressing hope for future enhancements to improve functionality. #### What Are Recent G2 Reviews of SuperAGI? **"[Efficient Sales Automation with Room for Customization](https://www.g2.com/survey_responses/superagi-review-11312934)"** **Rating:** 4.5/5.0 stars *— Nicolás V.* [Read full review](https://www.g2.com/survey_responses/superagi-review-11312934) --- **"[SuperAGI is the hidden Gem of the CRM world in my opinion. It blows my mind that is has no reviews.](https://www.g2.com/survey_responses/superagi-review-11261861)"** **Rating:** 4.5/5.0 stars *— Jon S.* [Read full review](https://www.g2.com/survey_responses/superagi-review-11261861) --- ### 22. [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 love the **ease of use** of Forest, enjoying intuitive configuration and seamless daily operations. - Users value the **high level of customization** in Forest, making workflows more efficient and tailored to team needs. - Users value the **intuitive design** of Forest Admin, enhancing efficiency and ease of use for internal workflows. - Users value the **flexible customizability** of Forest, allowing tailored data management and streamlined internal workflows. - Users value the **customization options** in Forest Admin, enhancing efficiency and streamlining internal workflows effectively. **Cons:** - Users feel the design has **limitations** that could lead to confusion and lacks consistency across teams and roles. - Users face **onboarding difficulties** due to technical setup needs, impacting initial integration without engineering support. - Users note that the **poor design** makes it challenging to manage teams and lacks consistent UI across multiple roles. - Users experience **slow performance** , often facing delays in data display and downloads, hindering overall efficiency. - Users often face **update issues** during initial setup, requiring technical assistance for smooth integration and functionality. #### 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) ### 23. [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 the **ease of use** in Xtremepush's platform and campaign builder enhances their experience significantly. - Users value the **helpfulness** of Xtremepush in simplifying campaign management and audience targeting effectively. - Users praise the **responsive and knowledgeable customer support** from Xtremepush, always ready to help with any issues. - Users enjoy the **user-friendly design** of Xtremepush, finding it simple and straightforward to navigate and utilize. - Users appreciate the **real-time analytics** of Xtremepush, enabling efficient campaign optimization and user segmentation. **Cons:** - Users find the **UI/UX unintuitive** and challenging, requiring training for effective navigation and usage. - Users find the **learning curve challenging** , noting that advanced features and integrations require significant time and training. - Users find several **missing features** in Xtremepush, such as lack of Polish language support and a “my pushes” category. - Users are frustrated by the **limited features** of Xtremepush, particularly in analytics and content management. - Users find the **difficult learning curve** challenging, especially for advanced features and navigation on Xtremepush. #### 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) ### 24. [Simon AI](https://www.g2.com/products/simon-ai/reviews) Simon AI helps marketing teams achieve 1:1 personalization. Simon AI combines a composable CDP with agentic AI, allowing marketers to set goals like reducing churn or increasing repeat purchases, and AI handles the rest. It uncovers hidden signals, activates 100x more data, and automates execution across channels, enabling small teams to perform like large ones. Brands like ASOS and SeatGeek trust Simon for faster launches, scalable personalization, and revenue growth. **Average Rating:** 4.2/5.0 **Total Reviews:** 259 **How Do G2 Users Rate Simon AI?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10) - **Predictive Modeling:** 6.4/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.2/10 (Category avg: 8.6/10) - **Expandability:** 8.2/10 (Category avg: 8.6/10) **Who Is the Company Behind Simon AI?** - **Seller:** [Simon AI](https://www.g2.com/sellers/simon-ai) - **Year Founded:** 2014 - **HQ Location:** New York - **Twitter:** @simon_data (672 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10126701/ (70 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Email Marketing Manager, Lifecycle Marketing Manager - **Top Industries:** Retail, Marketing and Advertising - **Company Size:** 55% Mid-Market, 24% Small-Business #### What Are Simon AI's Pros and Cons? **Pros:** - Ease of Use (43 reviews) - Customer Support (25 reviews) - Helpful (20 reviews) - Data Segmentation (17 reviews) - Easy Integration (16 reviews) **Cons:** - Learning Curve (23 reviews) - Data Management (12 reviews) - Slow Performance (12 reviews) - Bugs (10 reviews) - Segmentation Issues (10 reviews) ### What Do G2 Reviewers Say About Simon AI? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **easy and intuitive design** of Simon AI, enabling seamless navigation and quick access to features. - Users commend Simon AI's **responsive customer support** , appreciating the helpful and knowledgeable assistance provided by the team. - Users value the **responsive and helpful support** from Simon AI representatives, enhancing their overall experience and satisfaction. - Users appreciate the **easy audience segmentation** in Simon AI, leveraging accurate data from their data warehouse. - Users praise the **easy integration** of Simon AI with various platforms, enhancing data management and user experience. **Cons:** - Users find the **learning curve steep** initially, but training and improvements help simplify the experience over time. - Users find **data management challenging** , requiring SQL knowledge and facing integration limitations impacting usability and support reliance. - Users experience **slow performance** with Simon AI, affecting loading times and the efficiency of search capabilities. - Users notice **bugs and limitations** in Simon AI's UI/UX and report slow loading segments affecting usability. - Users face **segmentation issues** that often lead to confusion due to complex data layers and slow loading times. #### What Are Recent G2 Reviews of Simon AI? **"[Simon Data is the future of CRM](https://www.g2.com/survey_responses/simon-ai-review-9575408)"** **Rating:** 5.0/5.0 stars *— Michael C.* [Read full review](https://www.g2.com/survey_responses/simon-ai-review-9575408) --- **"[Great platform and quick response](https://www.g2.com/survey_responses/simon-ai-review-9577589)"** **Rating:** 5.0/5.0 stars *— Romani C.* [Read full review](https://www.g2.com/survey_responses/simon-ai-review-9577589) --- #### What Are G2 Users Discussing About Simon AI? - [What is Simon Data used for?](https://www.g2.com/discussions/what-is-simon-data-used-for) ### 25. [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) Find out what is happening in your business and take meaningful action quickly with Splunk Enterprise. Automate the collection, indexing and alerting of machine data that's critical to your operations. Uncover the actionable insights from all your data — no matter the source or format. Leverage artificial intelligence and machine learning for predictive and proactive business decisions. **Average Rating:** 4.3/5.0 **Total Reviews:** 415 **How Do G2 Users Rate Splunk Enterprise?** - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.1/10) - **Predictive Modeling:** 8.3/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.3/10 (Category avg: 8.6/10) - **Expandability:** 8.3/10 (Category avg: 8.6/10) **Who Is the Company Behind Splunk Enterprise?** - **Seller:** [Cisco](https://www.g2.com/sellers/cisco) - **Year Founded:** 1984 - **HQ Location:** San Jose, CA - **Twitter:** @Cisco (720,366 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cisco/ (95,545 employees on LinkedIn®) - **Ownership:** NASDAQ:CSCO **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 64% Enterprise, 27% Mid-Market #### What Are Splunk Enterprise's Pros and Cons? **Pros:** - Ease of Use (46 reviews) - Log Management (31 reviews) - Integrations (26 reviews) - Features (25 reviews) - Dashboards (23 reviews) **Cons:** - Expensive (32 reviews) - Learning Curve (29 reviews) - Slow Performance (19 reviews) - Complexity (18 reviews) - Pricing Issues (18 reviews) ### What Do G2 Reviewers Say About Splunk Enterprise? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Splunk Enterprise, enabling quick access and effective data analysis workflows. - Users value the **robust data ingestion** capabilities of Splunk Enterprise for automated log analysis across diverse sources. - Users value the **seamless integrations** of Splunk Enterprise, enhancing data management across diverse systems effortlessly. - Users value the **flexibility and powerful data analysis features** of Splunk Enterprise for handling diverse large datasets. - Users value the **dynamic dashboards** of Splunk Enterprise, enabling insightful data visualization and effective troubleshooting. **Cons:** - Users find Splunk Enterprise to be **expensive** , particularly for large organizations and new users requiring training. - Users find the **learning curve steep** for Splunk Enterprise, making it challenging for new users to grasp quickly. - Users experience **slow performance** with Splunk Enterprise, sometimes facing crashes and delays in saved searches. - Users find the **complex configuration** of Splunk Enterprise challenging, impacting performance and usability for end users. - Users note the **heavy license costs** of Splunk Enterprise, causing concerns about affordability and performance with large data. #### What Are Recent G2 Reviews of Splunk Enterprise? **"[SPL search and dashboards are really useful](https://www.g2.com/survey_responses/splunk-enterprise-review-12547655)"** **Rating:** 4.0/5.0 stars *— Nishith J.* [Read full review](https://www.g2.com/survey_responses/splunk-enterprise-review-12547655) --- **"[Excellent Enterprise Observability and Log Management Solution for Hybrid Cloud Infrastructure](https://www.g2.com/survey_responses/splunk-enterprise-review-12045230)"** **Rating:** 4.5/5.0 stars *— RaviShankar S.* [Read full review](https://www.g2.com/survey_responses/splunk-enterprise-review-12045230) --- #### What Are G2 Users Discussing About Splunk Enterprise? - [What is Splunk Enterprise used for?](https://www.g2.com/discussions/what-is-splunk-enterprise-used-for) - 1 comment - [What is the difference between Splunk Enterprise and Splunk Enterprise Security?](https://www.g2.com/discussions/splunk-enterprise-what-is-the-difference-between-splunk-enterprise-and-splunk-enterprise-security) - 1 comment - [What are Splunk Enterprise components?](https://www.g2.com/discussions/what-are-splunk-enterprise-components) - 1 comment - [Which apps ship with Splunk Enterprise?](https://www.g2.com/discussions/which-apps-ship-with-splunk-enterprise) - 1 comment - [What does Splunk Enterprise do?](https://www.g2.com/discussions/what-does-splunk-enterprise-do) - 1 comment ## 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