# Best Enterprise Customer Data Platforms (CDP) *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, enterprise business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Enterprise 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 Enterprise 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 Enterprise Business Customer Data Platforms (CDP) category, a product must have at least 10 reviews left by a reviewer from an enterprise business. ## Category Overview **Total Products under this Category:** 288 ## Trust & Credibility Stats **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 23,600+ Authentic Reviews - 288+ 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** ### AiSDR AiSDR is a fully autonomous AI sales agent that sends deeply researched high converting outreach. AiSDR runs every stage of outreach—from pinpointing high-intent prospects with buyer readiness signals to holding two-way conversations over email and LinkedIn, as well as generating tailored call scripts for human-powered calling with Aircall. Trusted by 200 + companies, AiSDR sits among the top three AI SDR platforms according to TechCrunch because of its ability to understand and adjust to context to run meaningful conversations in each client's tone, and delivering replies in under 10 minutes. This way teams are protected from pipeline poverty, and can focus on closing deals. Why clients choose AiSDR: 1. Advanced ICP profiling & research – For every lead, AiSDR analyzes 323 + real-time signals (online behavior, interests, tone of voice, decision style, recent role changes, public activity) to craft messages that feel 1-to-1. 2. IP-protected AI configuration – AiSDR team prompts the AI for each client to mirror their playbooks and outreach logic. 3. Prospecting with buyer-intent signals – Live AI search lets you use any publicly available information for qualifying leads and building lists on demand. Technologies in use, hiring momentum, news mentions, funding/ARR data, web search trends and more are combined to gauge purchase readiness and personalize copy automatically. 4. Granular website-visitor tracking – Our enriched match logic de-anonymises ~25 % of traffic with 97 % accuracy, turning anonymous visits into live campaigns. 5. Social-signal prospecting on LinkedIn – Track profile visits, likes, comments on any public post—competitor, influencer, or your own—and route engaged users straight into sequences. 6. AI Strategist - Generate GTM plays tailored to your business with the AI and launch them in a single click. 7. Most flexible sequence builder on the market - Create custom sequences with adjustable times between steps and number of touchpoints, uniting emails, LinkedIn DMs and InMail, and call steps into one flow. Add AI-powered memes, videos, and voice notes to break through the noise. 8. Software consolidation in one flow – Prospect discovery, email generation, sending, and CRM logging happen inside a single AiSDR pipeline—no stitching of point tools. 9. Pre-configured outreach infrastructure – The AiSDR team supplies warmed mailboxes, persona logic, and best-practice workflows; you launch campaigns with zero prompt writing. Clients can pull leads from AiSDR's database of 300 M + global contacts, triple-verified for \< 5 % bounce rate. 10. Campaign-based GTM automations – Follow-ups, low-intent nurturing, and call-task creation (complete with objection-handling talk tracks) post to HubSpot automatically through native two-way integration. 11. Dedicated GTM engineer – Continuous performance tuning, tactic reviews, and AI tweaks are included for every client—no extra fees. Proven results: - 5-8.5% reply rate - 1-3 meetings booked per each 100 leads - ~15% more revenue from month 1 - AI landed meetings for the clients with Disney, Netflix, Wells Fargo, Klarna, Versace, Gucci, Delta, Jack in the Box, Bank of America, MasterCard, Airbnb, and more! AiSDR unites prospecting, personalization, engagement, and qualification in one platform, generating reliable pipeline by automating a variety of GTM sales plays, so you can book more and stress less. [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%5Bdisplayable_resource_id%5D=1389&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=1674&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1340444&secure%5Bresource_id%5D=1202&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fcustomer-data-platform-cdp%2Fsmall-business&secure%5Btoken%5D=3827d8d31cacbad2a499531498444bf40bc0e00006a6998c1b32c0670ea8030d&secure%5Burl%5D=https%3A%2F%2Faisdr.com%2Fai-sales-assistant%2F%3Futm_source%3Dppc%26utm_medium%3Dg2%26utm_campaign%3Dclicks%2F&secure%5Burl_type%5D=custom_url) --- ## Top-Rated Products (Ranked by G2 Score) ### 1. [Salesforce Data 360 (formerly Data Cloud)](https://www.g2.com/products/salesforce-data-360-formerly-data-cloud/reviews) Salesforce Data Cloud unlocks the full value of your enterprise data by powering Customer 360 apps, Agentforce, and enhancing your existing data lake and warehouse investments with real-time insights and intelligent action. Natively built on the Salesforce Platform, Data Cloud is designed to complement—not replace—your current systems. It acts as a smart data bridge, unifying structured and unstructured data from lakes, warehouses, and business applications using low-code tools. With Zero Copy architecture and deep partnerships with Amazon, Snowflake, Databricks, and Google, you can maximize existing data investments and activate data seamlessly across the Salesforce ecosystem. **Average Rating:** 4.3/5.0 **Total Reviews:** 236 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.0/10) - **Predictive Modeling:** 8.7/10 (Category avg: 8.0/10) - **Data Enrichment:** 9.0/10 (Category avg: 8.6/10) - **Expandability:** 9.2/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce) - **Company Website:** https://www.salesforce.com/ - **Year Founded:** 1999 - **HQ Location:** San Francisco, CA - **Twitter:** @salesforce (581,281 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3185/ (88,363 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Salesforce Developer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 40% Mid-Market, 35% Enterprise #### Pros & Cons **Pros:** - Platform Integration (79 reviews) - Ease of Use (56 reviews) - Easy Integration (53 reviews) - Data Discovery (39 reviews) - Integrations (38 reviews) **Cons:** - Learning Curve (53 reviews) - Expensive (44 reviews) - Difficult Learning (37 reviews) - Complexity (36 reviews) - Complex Setup (34 reviews) ### 2. [Insider One](https://www.g2.com/products/insider-one/reviews) Insider One is the #1 platform that brings everything marketing and customer engagement teams need in one place so they can reach their peak potential and become unstoppable. With AI at its core and an integrated Customer Data Platform (CDP), Insider One unites data, personalization, and journey orchestration across the most extensive set of natively supported channels, including WhatsApp, SMS, Email, Web, App, and Site Search. Insider One provides the ultimate vendor experience, proven in fifteen industries and more than 30 countries for more than a decade, to help teams be first, be focused, and be progressive, redefining what it means to lead in customer engagement. Trusted by 2,000+ customers, including some of the world’s most loved brands like Samsung, L’Oréal, Unilever, Allianz, ING Group, Toyota, Singapore Airlines, and GAP, to accelerate growth, build customer love, and become a market leader. Loved by customers, recognized by analysts, Insider One is the only vendor recognized as the #1 leader in all the capabilities marketing and customer engagement teams need, including AI, Customer Data Management, Cross-Channel Journey Orchestration, and Personalization, offering brands unrivaled product excellence within a single consolidated platform. Accolades include: Leader in the IDC MarketScape: Worldwide AI-Enabled Marketing Platforms for Enterprise Companies 2025 2025 Leader in the Gartner Magic Quadrant for Personalization Engines #1 Customer Choice: 2025 Gartner Voice of the Customer for Personalization Engines Leader in the Forrester Wave for Experience Optimization Platforms, Q4 2024 The Gartner Customers’ Choice for Multichannel Marketing Hubs in 2025 The #1 G2 Leader in 11 categories, including CDP, Personalization Engines, Mobile Marketing, Customer Journey Analytics, SMS Marketing, WhatsApp Marketing, eCommerce Search, and eCommerce Personalization, with a perfect 100/100 user satisfaction score. Today, Insider One is powered by 1,500+ team members representing 50+ nationalities across 30+ offices. The company is woman-founded and predominantly women-owned, with 70% of senior executive roles, including the CEO, CMO, CHRO, and CFO, held by women. Through initiatives such as 100 Cities, 100 Projects, Young Engineers Club, SheCodes, and SheLeads, Insider One continues to expand its positive impact across global communities, driving opportunities, inclusion, education, and equity for this and future generations." **Average Rating:** 4.8/5.0 **Total Reviews:** 1,329 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.0/10) - **Predictive Modeling:** 9.4/10 (Category avg: 8.0/10) - **Data Enrichment:** 9.5/10 (Category avg: 8.6/10) - **Expandability:** 9.5/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Insider One](https://www.g2.com/sellers/insider-one) - **Company Website:** https://useinsider.com - **Year Founded:** 2012 - **HQ Location:** Global - **Twitter:** @insiderone (1 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/insiderone/ (1,525 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Digital Marketing Specialist, Marketing Manager - **Top Industries:** Retail, Apparel & Fashion - **Company Size:** 45% Mid-Market, 28% Small-Business #### Pros & Cons **Pros:** - Ease of Use (222 reviews) - Customer Engagement (205 reviews) - Personalization (181 reviews) - Engagement (169 reviews) - Customer Support (162 reviews) **Cons:** - Learning Curve (81 reviews) - Difficult Learning (38 reviews) - Time-Consuming (37 reviews) - High Learning Curve (31 reviews) - Integration Issues (29 reviews) ### 3. [Tealium Customer Data Hub](https://www.g2.com/products/tealium-customer-data-hub/reviews) The Tealium Customer Data Hub (CDH) is a sophisticated customer data management solution designed to facilitate real-time connections among customer engagement data across an organization. By integrating data from various channels into a single, comprehensive view of the customer, the CDH empowers brands to make informed decisions and drive targeted actions based on insights derived from all available data sources. This unified approach enables organizations to create personalized customer experiences that resonate with their audience. The CDH is particularly beneficial for marketing teams, data analysts, and IT professionals who seek to harness customer data effectively. It serves as a central repository for customer information, allowing businesses to build actionable customer profiles that can be utilized across various marketing channels. This capability is essential for organizations looking to enhance customer engagement and improve overall marketing effectiveness. By leveraging the insights generated from the CDH, teams can tailor their strategies to meet the specific needs and preferences of their customers. Key features of the Tealium Customer Data Hub include tag management, an API Hub, a customer data platform with predictive insights, and a robust data management solution that incorporates embedded analytics for reporting and dashboarding. The tag management feature simplifies the process of managing and deploying marketing tags, ensuring that data collection is streamlined and efficient. The API Hub facilitates seamless integration with other tools and platforms, enhancing the overall functionality of the system. Additionally, the predictive insights offered by the customer data platform allow organizations to anticipate customer behavior and preferences, further refining their engagement strategies. One of the standout benefits of the CDH is its ability to ensure that all teams and tools operate from a unified set of customer data in real time. This real-time data access is crucial for organizations that require up-to-date information to make timely decisions. The CDH is designed to empower business users to leverage data for customer engagement while also providing technical resources with the capabilities needed for more complex data management tasks. This dual focus on usability and technical robustness makes the Tealium Customer Data Hub a versatile solution for organizations aiming to enhance their customer engagement efforts through data-driven insights. **Average Rating:** 4.3/5.0 **Total Reviews:** 439 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.0/10) - **Predictive Modeling:** 7.0/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.3/10 (Category avg: 8.6/10) - **Expandability:** 8.7/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Tealium](https://www.g2.com/sellers/tealium) - **Company Website:** https://www.tealium.com - **Year Founded:** 2011 - **HQ Location:** San Diego, CA - **Twitter:** @tealium (4,740 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/211380/ (578 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Web Analyst - **Top Industries:** Financial Services, Retail - **Company Size:** 49% Enterprise, 28% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (59 reviews) - Data Management (56 reviews) - Integrations (53 reviews) - Real-Time Processing (50 reviews) - Easy Integration (48 reviews) **Cons:** - Learning Curve (64 reviews) - Difficult Learning (47 reviews) - Complexity (42 reviews) - Learning Difficulty (33 reviews) - Steep Learning Curve (33 reviews) ### 4. [Adobe Real-Time CDP](https://www.g2.com/products/adobe-real-time-cdp/reviews) Real-Time CDP is a single system for enterprises to manage person and account profiles that can be activated across the customer lifecycle. Real-time CDP is built with data governance and privacy at the center so your enterprise can build customer trust through responsible management and protection of customer data across your enterprise. Features include: - Actionable unified profiles: Unify and normalize known and pseudonymous customer data from all online and offline sources to create real-time, actionable B2B and B2C customer profiles. Ensure enterprise systems and teams use consistent data to understand customers across their devices, improving engagement and streaming data for real-time insights and faster time to market - Audience management for enterprise: End-to-end audience management allows you to enrich and segment unified profiles in real time with AI-powered insights to create complete audiences for targeted and relevant campaigns. Boost efficiency with prebuilt workflows that understand data sources and activate them downstream. Find new customers and respond quickly to changing behaviors with look-alike audiences and propensity scoring. Centrally manage audiences, including those built in other applications, and augment them with profiles federated from AWS Redshift, Azure Synapse, Databricks, Google BigQuery, and Snowflake. - Customer acquisition in a cookieless era: Boost marketing effectiveness across the funnel with data-rich audiences. Retain scale by associating durable identifiers with customer profiles. Securely collaborate on first-party data and audiences with trusted partners. Reach your audience with advertising-focused integrations that don’t rely on outdated identifiers. - Data governance and privacy: Data governance tools for the enterprise allow you to manage customer data across all business lines from a centralized platform. Stay compliant with transparent tools for consent collection, data labeling, policy creation, and data usage enforcement. Prevent activation of sensitive data and manage consumer data requests with both an API and user-friendly interface. View data sources and policies before activating audiences - Activation: Deliver relevant and real-time customer experiences across channels by activating B2C and B2B audiences in real time on Adobe and non-Adobe marketing applications. Deliver targeted customer experiences and in-the-moment personalization. Strengthen cross-channel campaigns by activating both known and unknown data. Orchestrate customer journeys on an easy-to-use canvas, leveraging partner data, use-case playbooks, and an AI Assistant for better audience activation. Deliver relevant and real-time customer experiences across channels by activating B2C and B2B audiences in real time on Adobe and non-Adobe marketing applications. Deliver targeted customer experiences and in-the-moment personalization. Strengthen cross-channel campaigns by activating both known and unknown data. Orchestrate customer journeys on an easy-to-use canvas, leveraging partner data, use-case playbooks, and an AI Assistant for better audience activation. **Average Rating:** 4.1/5.0 **Total Reviews:** 162 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.0/10) - **Predictive Modeling:** 8.3/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.4/10 (Category avg: 8.6/10) - **Expandability:** 8.0/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Adobe](https://www.g2.com/sellers/adobe) - **Company Website:** https://adobe.com - **Year Founded:** 1982 - **HQ Location:** San Jose, CA - **Twitter:** @Adobe (956,297 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1480/ (41,539 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Financial Services, Computer Software - **Company Size:** 32% Enterprise, 31% Small-Business #### Pros & Cons **Pros:** - Ease of Use (68 reviews) - Personalization (65 reviews) - Data Management (62 reviews) - Data Insights (44 reviews) - Integrations (41 reviews) **Cons:** - Learning Curve (70 reviews) - Complex Setup (50 reviews) - Difficult Setup (43 reviews) - Expensive (39 reviews) - Steep Learning Curve (30 reviews) ### 5. [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) Bloomreach is the agentic platform for personalization. Powering autonomous search, conversational shopping, and autonomous marketing, Bloomreach personalizes the entire customer experience. From retail to financial services, hospitality to gaming, businesses create experiences that drive higher growth and lasting loyalty. Bloomreach drives personalization for 1,400+ brands around the world, including American Eagle, Sonepar, and Pandora. The target audience for Bloomreach encompasses commerce businesses of all sizes that are looking to optimize customer interactions and drive sales growth. Its suite of products is particularly beneficial for marketers, content creators, and ecommerce managers who aim to improve customer engagement and conversion rates. Bloomreach is well-suited for brands operating across multiple channels, as it provides a cohesive strategy to connect with customers effectively. Use cases include personalized marketing campaigns, enhanced product discovery, streamlined content management, and AI-driven customer service, making it a versatile tool for various business needs. Key features of Bloomreach include its Engagement platform, which offers robust marketing automation capabilities that enable businesses to deliver personalized messages and offers based on customer behavior. The Discovery solution enhances the search experience on ecommerce sites, ensuring that customers can easily find products that match their interests. Additionally, the Content product functions as a headless content management system (CMS), allowing for flexible content delivery across various platforms. The Clarity tool, an AI-powered conversational shopping assistant, further enriches the customer experience by facilitating real-time interactions and support. The integration of Loomi, Bloomreach's AI for ecommerce, significantly amplifies the platform's capabilities by enabling rapid data processing and analysis. This results in new pathways for customers to engage with products, ultimately leading to increased profitability and accelerated business growth. Bloomreach is designed to simplify complex tasks, offering advanced customer journeys, social ad retargeting, omnichannel support, and AI-powered optimization. This comprehensive feature set provides a holistic view of the customer, optimizing experiences across all channels. The platform is also cost-effective and faster to deploy compared to competitors, reducing reliance on third-party solutions and lowering the total cost of ownership. With high ratings in customer reviews, Bloomreach is recognized for the quality of its user guides, support, and overall reliability, making it a valuable asset for businesses seeking to enhance their ecommerce strategies. **Average Rating:** 4.6/5.0 **Total Reviews:** 752 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.0/10) - **Predictive Modeling:** 7.8/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.6/10 (Category avg: 8.6/10) - **Expandability:** 8.7/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Bloomreach](https://www.g2.com/sellers/bloomreach) - **Company Website:** https://www.bloomreach.com - **Year Founded:** 2009 - **HQ Location:** Mountain View, CA - **Twitter:** @bloomreach_tm (10,410 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/bloomreach/ (1,124 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** CRM Manager, Marketing Manager - **Top Industries:** Retail, Marketing and Advertising - **Company Size:** 49% Mid-Market, 28% Small-Business #### Pros & Cons **Pros:** - Ease of Use (116 reviews) - Features (106 reviews) - Helpful (94 reviews) - Customer Support (90 reviews) - Customer Engagement (79 reviews) **Cons:** - Learning Curve (91 reviews) - Learning Difficulty (61 reviews) - Missing Features (59 reviews) - Limited Features (54 reviews) - Difficult Learning (51 reviews) ### 6. [GrowthLoop](https://www.g2.com/products/growthloop/reviews) GrowthLoop is a Compound Marketing Engine. It drives compound marketing growth by accelerating the marketing cycle, using Agentic AI powered by your first-party data. It accelerates today’s slow marketing cycles, where manual processes are required to build audiences, customer journeys, channel plans and performance reports, leading to slow iterations and slow growth. GrowthLoop’s Agentic AI uses an organization’s first-party data – their customer, business and marketing data – to: Propose audiences, customer journeys and channels for campaigns Execute those campaigns under marketing’s direction. Learn from the performance data and continuously improve. Marketing controls this process: it sets objectives up front, and approves and edits recommendations throughout. We call this ‘Compound Marketing.’ With compound marketing, CMOs improve and accelerate their marketing cycles with agentic AI trained on their first-party data - leading to fast iterations and rapidly compounding growth. Join thousands of enterprise marketers & data teams who trust GrowthLoop and compound marketing to accelerate their growth. Learn more at GrowthLoop.com **Average Rating:** 4.7/5.0 **Total Reviews:** 108 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.9/10 (Category avg: 9.0/10) - **Predictive Modeling:** 6.9/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.4/10 (Category avg: 8.6/10) - **Expandability:** 8.8/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [GrowthLoop (Flywheel Software)](https://www.g2.com/sellers/growthloop-flywheel-software) - **Company Website:** https://www.growthloop.com/ - **Year Founded:** 2015 - **HQ Location:** San Francisco, US - **Twitter:** @growthloop (71 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/growthloop-co/ (94 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Sports, Marketing and Advertising - **Company Size:** 59% Enterprise, 33% Mid-Market #### Pros & Cons **Pros:** - Customer Support (35 reviews) - Ease of Use (34 reviews) - Features (18 reviews) - Easy Integration (13 reviews) - Marketing Personalization (13 reviews) **Cons:** - Slow Performance (5 reviews) - Learning Curve (4 reviews) - UX Improvement (4 reviews) - Data Management (3 reviews) - Error Reporting (3 reviews) ### 7. [Zeta Marketing Platform](https://www.g2.com/products/zeta-marketing-platform/reviews) Zeta Global (NYSE: ZETA) is the AI Marketing Cloud that leverages advanced artificial intelligence and trillions of consumer signals to make it easier for marketers to acquire, grow, and retain customers more efficiently. Through the Zeta Marketing Platform (ZMP), our vision is to make sophisticated marketing simple by unifying identity, intelligence, and omnichannel activation into a single platform – powered by one of the industry’s largest proprietary databases and AI. Our enterprise customers across multiple verticals are empowered to personalize experiences with consumers at an individual level across every channel, delivering better results for marketing programs. Zeta was founded in 2007 by David A. Steinberg and John Sculley and is headquartered in New York City with offices around the world. The Zeta Marketing Platform (ZMP) is a fully integrated solution that empowers marketers to create individualized customer experiences across channels and devices. Composed of Zeta CDP, Zeta ESP, and Zeta Activation, the ZMP enables brands to unify customer data, personalize engagement, and execute omnichannel campaigns with precision. Our native CDP solution leverages Zeta’s expansive identity graph (240M+ global identities) to recognize and engage real people, while our industry-leading ESP delivers real-time, cross-channel experiences beyond the inbox. Zeta Activation allows marketers to discover and reach the right audiences with deterministic data and intent signals. With Zeta, brands achieve a persistent, unified view of customers and prospects, seamlessly orchestrating every interaction with AI-driven insights. By combining a proprietary deterministic data set, industrial-strength identity resolution, and advanced omnichannel orchestration, the ZMP delivers measurable performance with maximum efficiency and a lower total cost of ownership. Whether optimizing acquisition, nurturing customer relationships, or enhancing personalization, Zeta provides the intelligence and automation needed to drive business growth. **Average Rating:** 4.1/5.0 **Total Reviews:** 101 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.0/10 (Category avg: 9.0/10) - **Predictive Modeling:** 6.9/10 (Category avg: 8.0/10) - **Data Enrichment:** 7.5/10 (Category avg: 8.6/10) - **Expandability:** 7.5/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Zeta Global](https://www.g2.com/sellers/zeta-global) - **Company Website:** https://zetaglobal.com/ - **Year Founded:** 2007 - **HQ Location:** New York, NY - **Twitter:** @ZetaGlobal (16,410 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/zetaglobal/posts/?feedView=all (2,760 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Marketing and Advertising, Automotive - **Company Size:** 46% Mid-Market, 36% Enterprise #### Pros & Cons **Pros:** - Ease of Use (24 reviews) - Customer Support (19 reviews) - Features (18 reviews) - Helpful (17 reviews) - Performance Results (15 reviews) **Cons:** - Learning Curve (14 reviews) - Campaign Issues (9 reviews) - Missing Features (9 reviews) - Complex Usability (8 reviews) - Poor Usability (8 reviews) ### 8. [Zeotap CDP](https://www.g2.com/products/zeotap-cdp/reviews) Zeotap is the AI-powered Customer Data Platform that helps enterprises unlock the true value of their customer data - faster, smarter, and with enterprise-grade precision. With plug-and-play connectors and a flexible, modular design, Zeotap integrates effortlessly into existing ecosystems, delivering 3x faster time-to-value than traditional CDPs. Trusted by leading global brands, Zeotap combines the industry’s most advanced ID Extension and identity resolution with AI-powered orchestration - enabling unmatched match rates, smarter segmentation, and real-time activation. Designed for business teams and loved by IT, Zeotap makes it easy to unify, activate, and scale customer data - while staying fully compliant with global privacy regulations. Smarter data. Stronger outcomes. Built for business. **Average Rating:** 4.4/5.0 **Total Reviews:** 52 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.0/10) - **Predictive Modeling:** 7.0/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.6/10 (Category avg: 8.6/10) - **Expandability:** 8.1/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Zeotap](https://www.g2.com/sellers/zeotap) - **Year Founded:** 2014 - **HQ Location:** Berlin, Berlin - **Twitter:** @zeotap (1,949 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/zeotap/ (175 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Marketing and Advertising, Consumer Goods - **Company Size:** 47% Enterprise, 27% Small-Business #### Pros & Cons **Pros:** - Customer Support (5 reviews) - Ease of Use (5 reviews) - Customer Engagement (4 reviews) - User Identification (2 reviews) - User Interface (2 reviews) **Cons:** - Data Management (2 reviews) - Limited Functionality (2 reviews) - Poor Usability (2 reviews) - Bugs (1 reviews) - Data Discovery (1 reviews) ### 9. [Treasure Data Customer Data Platform](https://www.g2.com/products/treasure-data-customer-data-platform/reviews) Treasure AI moves marketing and data teams beyond legacy martech SaaS toward autonomous, ROI-driven AI agents that operate continuously, while keeping the human in the loop. With built-in governance, Treasure AI is powered by an always-up-to-date understanding of each customer for AI to act on. The result is always-on marketing execution that compounds over time: smarter engagement, stronger retention, and measurable growth. Treasure AI’s agentic experience platform is available across web, mobile, and desktop — bringing your customer intelligence to every workflow, wherever your team works. **Average Rating:** 4.5/5.0 **Total Reviews:** 157 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.0/10) - **Predictive Modeling:** 7.8/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.3/10 (Category avg: 8.6/10) - **Expandability:** 8.7/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Treasure AI](https://www.g2.com/sellers/treasure-ai) - **Company Website:** https://www.treasure.ai/ - **Year Founded:** 2011 - **HQ Location:** Mountain View, CA - **Twitter:** @treasuredata (7,898 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2569123/ (507 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Data Engineer - **Top Industries:** Marketing and Advertising, Food & Beverages - **Company Size:** 40% Enterprise, 36% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (11 reviews) - Easy Integration (11 reviews) - Integrations (10 reviews) - Customer Support (7 reviews) - Platform Integration (7 reviews) **Cons:** - Technical Expertise Required (7 reviews) - Learning Curve (6 reviews) - Difficult Learning (4 reviews) - Poor Support Services (4 reviews) - Expensive (3 reviews) ### 10. [SAS Customer Intelligence 360](https://www.g2.com/products/sas-customer-intelligence-360-sas/reviews) SAS Customer Intelligence 360 is a sophisticated Customer Engagement Platform designed to assist marketers in transforming insights into actionable strategies that foster seamless and personalized customer experiences. This platform serves as a comprehensive solution for businesses seeking to enhance their marketing efforts by moving beyond outdated MarTech systems. By enabling tailored interactions that respond to real-time customer needs, SAS Customer Intelligence 360 empowers organizations to engage effectively with their audience. Targeted primarily at marketing professionals and organizations looking to optimize their customer engagement strategies, SAS Customer Intelligence 360 is particularly beneficial for those who require a robust tool for audience segmentation, campaign design, and personalization. The platform is designed to cater to a variety of use cases, including the need for detailed customer profiling and the integration of both online and offline interactions. By consolidating these interactions, marketers gain a 360-degree view of customer behavior, allowing for more informed decision-making and enhanced customer engagement. One of the key features of SAS Customer Intelligence 360 is its user-friendly interface, which simplifies complex tasks such as audience segmentation and campaign management. This accessibility enables marketers to act swiftly and effectively without needing extensive technical expertise. The platform’s ability to dynamically connect known and unknown digital activities further enriches customer profiles, providing marketers with deeper insights into customer preferences and behaviors. Additionally, SAS Customer Intelligence 360 stands out due to its seamless integration capabilities. It can connect with data residing in various environments, whether in the cloud, on-premises, or within other MarTech tools. This flexibility eliminates the need for costly migrations and allows organizations to leverage their existing data infrastructure. The platform captures detailed customer behaviors, including purchase intent and significant life events, facilitating personalized and targeted communications across multiple channels. Advanced decision-making methodologies, ranging from traditional business rules to sophisticated AI models, ensure that every customer interaction is relevant and impactful. This capability not only enhances the effectiveness of marketing campaigns but also fosters stronger relationships between brands and their customers. By utilizing SAS Customer Intelligence 360, organizations can elevate their marketing efforts, delivering meaningful and personalized experiences that resonate with their audience. **Average Rating:** 4.3/5.0 **Total Reviews:** 133 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.2/10 (Category avg: 9.0/10) - **Predictive Modeling:** 8.5/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.8/10 (Category avg: 8.6/10) - **Expandability:** 8.6/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [SAS Institute Inc.](https://www.g2.com/sellers/sas-institute-inc-df6dde22-a5e5-4913-8b21-4fa0c6c5c7c2) - **Company Website:** https://www.sas.com/ - **Year Founded:** 1976 - **HQ Location:** Cary, NC - **Twitter:** @SASsoftware (60,996 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1491/ (18,238 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Marketing and Advertising, Banking - **Company Size:** 47% Mid-Market, 33% Enterprise #### Pros & Cons **Pros:** - Ease of Use (16 reviews) - Insights (16 reviews) - Analytics (12 reviews) - Features (11 reviews) - Capabilities (9 reviews) **Cons:** - Learning Curve (15 reviews) - Expensive (11 reviews) - Integration Issues (11 reviews) - Difficult Setup (7 reviews) - Complexity (6 reviews) ### 11. [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 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.0/10) - **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) **Seller Details:** - **Seller:** [SAP](https://www.g2.com/sellers/sap) - **Year Founded:** 1972 - **HQ Location:** Walldorf - **Twitter:** @SAP (297,227 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/sap/ (141,341 employees on LinkedIn®) - **Ownership:** NYSE:SAP **Reviewer Demographics:** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 50% Enterprise, 39% Mid-Market #### Pros & 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) ### 12. [mParticle by Rokt](https://www.g2.com/products/mparticle-by-rokt/reviews) mParticle, an end-to-end customer data platform (CDP), turns customer data into customer joy by seamlessly orchestrating the entirety of the customer data stack in real time. mParticle’s powerfully-configurable platform combines data activation, security, and AI predictions to help global brands like HBO Max, Marks & Spencer, JetBlue, and SoFi quickly and confidently use data to make decisions. mParticle has raised nearly $300M in funding. Founded in 2013, mParticle is headquartered in New York City with employees around the globe. **Average Rating:** 4.4/5.0 **Total Reviews:** 175 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.0/10) - **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) **Seller Details:** - **Seller:** [ROKT](https://www.g2.com/sellers/rokt) - **Company Website:** https://rokt.com - **Year Founded:** 2012 - **HQ Location:** New York, US - **Twitter:** @ROKT (1,136 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/rokt/ (771 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Product Manager, Data Analyst - **Top Industries:** Financial Services, Information Technology and Services - **Company Size:** 53% Mid-Market, 27% Small-Business #### Pros & Cons **Pros:** - Ease of Use (5 reviews) - Insights (4 reviews) - Customer Support (3 reviews) - User Interface (3 reviews) - Automation Efficiency (2 reviews) **Cons:** - Complexity (3 reviews) - Learning Curve (3 reviews) - Complex Configuration (2 reviews) - Complexity Issues (2 reviews) - Difficult Setup (2 reviews) ### 13. [Optimove](https://www.g2.com/products/optimove/reviews) Optimove, the creator of Positionless Marketing, frees marketing teams from the limitations of fixed roles, giving every marketer the power to execute any marketing task instantly and independently. Positionless Marketing has been proven to improve campaign efficiency by 88%, allowing marketing teams to create more personalized engagement with existing customers. For two years running, Optimove has been positioned as a Visionary in Gartner’s Magic Quadrant for Multichannel Marketing Hubs, recognized for its AI-driven decisioning, prescriptive insights, and proven ability to orchestrate thousands of personalized campaigns in real time across channels. AI-led marketing is a hallmark of Optimove’s visionary leadership. By embedding AI directly into its platform as early as 2012, Optimove paved the way for today’s Positionless Marketing standard. For more information, visit Optimove.com. **Average Rating:** 4.6/5.0 **Total Reviews:** 231 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.0/10) - **Predictive Modeling:** 8.7/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.5/10 (Category avg: 8.6/10) - **Expandability:** 8.5/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Optimove](https://www.g2.com/sellers/optimove) - **Company Website:** https://www.optimove.com - **Year Founded:** 2012 - **HQ Location:** New York - **Twitter:** @Optimove (5,481 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/227901/ (583 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** CRM Manager, CRM Specialist - **Top Industries:** Gambling & Casinos, Marketing and Advertising - **Company Size:** 51% Mid-Market, 31% Small-Business #### Pros & Cons **Pros:** - Ease of Use (58 reviews) - Customer Support (54 reviews) - Helpful (42 reviews) - Analytics (41 reviews) - Segmentation (36 reviews) **Cons:** - Learning Curve (19 reviews) - Slow Performance (16 reviews) - Campaign Issues (13 reviews) - Missing Features (13 reviews) - Data Management (12 reviews) ### 14. [WebEngage](https://www.g2.com/products/webengage/reviews) WebEngage is a full-stack Retention OS that simplifies customer engagement for 800+ brands across the globe. The platform enables businesses to build personalized and meaningful relationships with their users across various digital channels. With its comprehensive suite of tools and solutions, WebEngage empowers businesses to understand, engage, and retain customers effectively. - UNIFY CUSTOMER DATA: WebEngage enables businesses to consolidate customer data from various sources, providing real-time insights and allowing dynamic micro-segmentation for targeted campaigns based on specific customer attributes and behaviors. - MULTI-CHANNEL JOURNEYS: With WebEngage's intuitive drag-and-drop workflow builder, businesses can seamlessly design and automate multi-channel customer journeys, ensuring consistent and personalized experiences across channels such as email, SMS, push notifications, and more. - TARGETED CAMPAIGNS: WebEngage empowers businesses to automate personalized campaigns triggered by customer actions and predefined business events. This ensures timely and relevant communication to enhance customer engagement and conversion rates. - AI-DRIVEN PREDICTIVE MODELS: WebEngage Analytics dashboard empowers all metrics required to segment, engage and retain priority customers, churn to convert windows and ROI optimization,This allows businesses to focus their interventions and campaigns for maximum impact and better ROI. - 1:1 PERSONALIZATION: WebEngage enables businesses to deliver personalized experiences at scale. By incorporating user intent, preferences, and other relevant data, businesses can tailor their communications to each individual customer, fostering omni-channel customer engagement. What's more? WebEngage’s platform is quick and easy to integrate. Compatible with range of ESP and MSP, all it takes is a few hours from the tech team. Presence across the globe: With headquarters in India, WebEngage has expanded its operations globally with offices and presence in the Middle East & Africa region, Southeast Asia, and South America. **Average Rating:** 4.5/5.0 **Total Reviews:** 733 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.0/10) - **Predictive Modeling:** 7.8/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.3/10 (Category avg: 8.6/10) - **Expandability:** 8.2/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [WebEngage](https://www.g2.com/sellers/webengage) - **Company Website:** https://webengage.com - **Year Founded:** 2011 - **HQ Location:** Mumbai - **Twitter:** @webengage (5,069 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2663547/ (373 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Product Manager, Marketing Manager - **Top Industries:** Financial Services, Education Management - **Company Size:** 55% Mid-Market, 27% Small-Business #### Pros & Cons **Pros:** - Ease of Use (101 reviews) - Helpful (71 reviews) - Journey Creation (69 reviews) - Analytics (65 reviews) - Customer Support (65 reviews) **Cons:** - Learning Curve (33 reviews) - Slow Performance (30 reviews) - Missing Features (29 reviews) - Poor Customer Support (24 reviews) - Time-Consuming (24 reviews) ### 15. [Amperity](https://www.g2.com/products/amperity/reviews) With the Amperity customer data platform, brands can build a first-party data foundation to fuel customer acquisition and retention, personalize experiences that build loyalty, and manage privacy compliance. Using patented AI and machine learning methods, Amperity stitches together all customer interactions to build a unified view that seamlessly connects to marketing and technology tools. Amperity delivers the data confidence brands need to unlock growth by truly knowing their customers. More than 400 brands worldwide rely on Amperity to turn data into business value, including Alaska Airlines, DICK’S Sporting Goods, Endeavour Drinks, Planet Fitness, Seattle Sounders FC, Under Armour and Wyndham Hotels & Resorts. **Average Rating:** 4.4/5.0 **Total Reviews:** 52 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.0/10) - **Predictive Modeling:** 7.6/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.3/10 (Category avg: 8.6/10) - **Expandability:** 8.5/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Amperity](https://www.g2.com/sellers/amperity) - **Company Website:** https://amperity.com - **Year Founded:** 2016 - **HQ Location:** Seattle, Washington - **Twitter:** @amperity (1,309 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/amperity/ (310 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Retail, Apparel & Fashion - **Company Size:** 45% Enterprise, 36% Mid-Market #### Pros & Cons **Pros:** - Analytics Expertise (3 reviews) - Data Accuracy (2 reviews) - Ease of Use (2 reviews) - Platform Integration (2 reviews) - AI Technology (1 reviews) **Cons:** - Access Control (1 reviews) - Difficult Learning (1 reviews) - Expensive (1 reviews) - Learning Curve (1 reviews) - Poor Support (1 reviews) ### 16. [Fullstory](https://www.g2.com/products/fullstory/reviews) Fullstory is a behavioral data and analytics platform that helps technology leaders and digital experience teams understand their digital story so they can drive better digital experiences. Customer-centric enterprises rely on Fullstory to uncover and eliminate the friction buried between clicks and across workflows, turning frustrated visitors and employees into unwavering advocates. From proactively highlighting areas for optimization to triggering real-time personalization that genuinely resonates, Fullstory’s behavioral data with agentic AI provides deeper and more immediately actionable insights beyond conventional web and product analytics. While other tools require extensive manual tagging that can lead to missed insights, Fullstory automatically collects, structures, and enriches the full spectrum of behavioral data from digital activities. Diagnostics on what users play and pause, what they copy and paste, where they zoom in & out, what apps are in use, then translates those behaviors into actions, insights, and recommendations, all aiding to improve customer and employee journeys. Agentic AI proactively highlights issues and provides recommendations to eliminate gaps in the digital experience, driving improved business outcomes. With a deeper understanding of customer and employee journeys, Fullstory provides the context needed to improve digital experiences, accelerate decision-making, and create human-centered experiences that drive revenue and reduce spend, faster. **Average Rating:** 4.5/5.0 **Total Reviews:** 1,029 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.0/10) - **Predictive Modeling:** 6.8/10 (Category avg: 8.0/10) - **Data Enrichment:** 7.4/10 (Category avg: 8.6/10) - **Expandability:** 7.7/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Fullstory](https://www.g2.com/sellers/fullstory) - **Company Website:** https://www.fullstory.com - **Year Founded:** 2014 - **HQ Location:** Atlanta, GA - **Twitter:** @fullstory (4,893 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3654338/ (570 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Product Manager, Senior Product Manager - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 44% Mid-Market, 38% Small-Business #### Pros & Cons **Pros:** - Ease of Use (63 reviews) - Insights (58 reviews) - Customer Support (52 reviews) - Helpful (46 reviews) - Data Analytics (39 reviews) **Cons:** - Learning Curve (32 reviews) - Limitations (27 reviews) - Difficulty (17 reviews) - Missing Features (17 reviews) - Limited Features (16 reviews) ### 17. [Dotdigital](https://www.g2.com/products/dotdigital/reviews) Dotdigital is a global customer engagement, marketing automation, and data platform that helps you and your marketing teams create connected, personalized experiences across every channel. You can bring all your customer data together, understand your audience, and automate journeys that drive real results. What you can do with Dotdigital - Build and automate campaigns across email, SMS, web, WhatsApp, social, and more - Use AI to predict intent, personalize messages, and improve performance - Create a single customer view by connecting Shopify, Magento, your CRM, and more - Reach B2B, B2C, and non-profit audiences with journeys that adapt to your goals Why marketers choose Dotdigital - Easy to use for everyday marketers - Scales with your data, channels, and teams - Helps you deliver timely and relevant customer experiences - Proven to boost engagement, conversions, and loyalty A little more about Dotdigital: - We were founded in 1999 and are formerly known as Dotmailer - More than 4,000 brands worldwide use Dotdigital to grow customer relationships - We’re headquartered at London Bridge, UK - 450+ employees helping customers globally including the UK, US, Europe, and JAPAC - We’re proud to be the world’s first carbon-neutral marketing automation platform - We hold ISO14001, ISO 27701, and ISO27001 certifications Learn more at dotdigital.com. **Average Rating:** 4.4/5.0 **Total Reviews:** 1,162 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.0/10) - **Predictive Modeling:** 7.8/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.1/10 (Category avg: 8.6/10) - **Expandability:** 8.2/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Dotdigital](https://www.g2.com/sellers/dotdigital) - **Company Website:** https://www.dotdigital.com - **Year Founded:** 1999 - **HQ Location:** London Bridge, London - **Twitter:** @dotdigital (15,935 Twitter followers) - **LinkedIn® Page:** http://www.linkedin.com/company/1131881 (467 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Marketing Manager, Marketing Executive - **Top Industries:** Retail, Marketing and Advertising - **Company Size:** 45% Mid-Market, 40% Small-Business #### Pros & Cons **Pros:** - Ease of Use (296 reviews) - Customer Support (245 reviews) - Helpful (220 reviews) - Email Marketing (166 reviews) - Features (151 reviews) **Cons:** - Missing Features (99 reviews) - Learning Curve (67 reviews) - Limited Features (65 reviews) - Limitations (54 reviews) - Email Issues (41 reviews) ### 18. [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:** 108 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.0/10) - **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) **Seller Details:** - **Seller:** [Dun & Bradstreet](https://www.g2.com/sellers/dun-bradstreet) - **HQ Location:** Short Hills, NJ - **Twitter:** @DunBradstreet (22,552 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2385/ (5,816 employees on LinkedIn®) - **Ownership:** NYSE: DNB - **Total Revenue (USD mm):** $1,738 **Reviewer Demographics:** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 41% Mid-Market, 32% Small-Business #### Pros & Cons **Pros:** - Analytics (3 reviews) - Audience Targeting (3 reviews) - Data Accuracy (3 reviews) - Insights (3 reviews) - Targeting (3 reviews) **Cons:** - Slow Performance (3 reviews) - Integration Issues (2 reviews) - Learning Curve (2 reviews) - Poor Customer Support (2 reviews) - Automation Difficulty (1 reviews) ### 19. [CDP Agent](https://www.g2.com/products/cdp-agent/reviews) ActionIQ by Uniphore is a new kind of customer data platform for enterprise brands, giving marketers easy and secure ways to activate data anywhere in the customer experience. ActionIQ’s unique composable architecture means data can stay securely where it lives, and marketing teams only use the tools they need. ActionIQ recently joined Uniphore to bring native AI capabilities to the CDP — bridging the gap between data, AI and CX. ActionIQ helps dozens of G2K companies across financial services, media, retail, B2B-Tech, and Travel Hospitality to help grow customer acquisition and retention. **Average Rating:** 4.1/5.0 **Total Reviews:** 44 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.0/10) - **Predictive Modeling:** 7.2/10 (Category avg: 8.0/10) - **Data Enrichment:** 7.1/10 (Category avg: 8.6/10) - **Expandability:** 8.2/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Uniphore](https://www.g2.com/sellers/uniphore) - **Year Founded:** 2008 - **HQ Location:** Palo Alto , US - **Twitter:** @uniphore (2,296 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/uniphore (882 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Retail - **Company Size:** 56% Enterprise, 22% Mid-Market ### 20. [Netcore Customer Engagement Platform](https://www.g2.com/products/netcore-customer-engagement-platform/reviews) With over 25+ years of experience and a global presence across Asia, Europe, and the USA, Netcore is an AI-powered platform designed to transform customer experience and personalization in the world of digital marketing. Its comprehensive suite of tools cater to various aspects of digital marketing, including omni-channel communication strategies, a customer data platform, personalization, and generative AI tools. This platform is tailored for marketers looking to elevate their brand’s presence, foster deeper customer relationships, and drive substantial growth through personalized customer journeys. With its robust analytics, Netcore helps brands understand their audience better, enabling targeted marketing campaigns that resonate with customers on a personal level. The platform’s AI and machine learning capabilities ensure that each customer interaction is optimized for engagement and conversion, making every touchpoint an opportunity to impress and retain. Serving over 6,500 brands across 40 countries, Netcore has proven its effectiveness in enhancing customer satisfaction and loyalty, ultimately contributing to increased revenue and market share for businesses. Whether you’re looking to refine your email marketing strategy, personalize your web experience, or engage customers across multiple channels seamlessly, Netcore offers the technology and expertise to achieve your goals. Don’t miss out on the opportunity to redefine your digital marketing strategy with Netcore. Learn more at https://netcorecloud.com/ **Average Rating:** 4.5/5.0 **Total Reviews:** 554 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.0/10) - **Predictive Modeling:** 7.6/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.2/10 (Category avg: 8.6/10) - **Expandability:** 8.3/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Netcore Private Limited](https://www.g2.com/sellers/netcore-private-limited) - **Company Website:** https://netcorecloud.com/ - **Year Founded:** 1998 - **HQ Location:** Mumbai, Maharashtra - **Twitter:** @netcore_cloud (1,835 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/netcore-solutions/ (1,267 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Marketing Manager, Digital Marketing Manager - **Top Industries:** Financial Services, Insurance - **Company Size:** 49% Mid-Market, 34% Enterprise #### Pros & Cons **Pros:** - Ease of Use (166 reviews) - Customer Support (120 reviews) - Helpful (119 reviews) - Features (116 reviews) - Customer Engagement (114 reviews) **Cons:** - Missing Features (49 reviews) - Slow Performance (43 reviews) - Slow Loading (39 reviews) - Learning Curve (38 reviews) - Limited Features (32 reviews) ### 21. [SALESmanago](https://www.g2.com/products/salesmanago/reviews) We’re a European SaaS company helping mid-market eCommerce businesses grow sales through deep customer understanding and seamless omnichannel interactions. Our AI Customer Engagement Platform collects real-time data on transactions, preferences, and website behaviour within an integrated Customer Data Platform. These insights power our Omnichannel Marketing Automation and AI-driven personalisation, enabling teams to automate orchestrated customer journeys across multiple channels. Our platform, co-developed with eCommerce marketers, introduces innovative tools across four critical areas: Audiences to centralise customer data, Web Experience to turn visitors into leads, Channels to deliver engaging messages across multiple touchpoints, and Recommendations to boost conversions with AI-driven suggestions and predictive analytics. This infrastructure, trusted by over 3,000 mid-size businesses worldwide, is designed to facilitate hyper-personalised experiences while supporting the specific scalability needs of mid-market organisations. More information on salesmanago.com **Average Rating:** 4.4/5.0 **Total Reviews:** 293 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.0/10) - **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) **Seller Details:** - **Seller:** [SALESmanago](https://www.g2.com/sellers/salesmanago-1c5494d2-fd8d-4767-b588-a86fc5413891) - **Year Founded:** 2011 - **HQ Location:** Krakow - **Twitter:** @SALESmanago (3,670 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5134015/ (347 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Marketing Automation Specialist, Marketing Manager - **Top Industries:** Marketing and Advertising, Retail - **Company Size:** 56% Small-Business, 35% Mid-Market #### Pros & Cons **Pros:** - Customer Support (19 reviews) - Automation (16 reviews) - Automation Efficiency (16 reviews) - Features (16 reviews) - Helpful (16 reviews) **Cons:** - Learning Curve (11 reviews) - Not Intuitive (8 reviews) - Complex Usability (7 reviews) - Complexity (6 reviews) - Missing Features (6 reviews) ### 22. [Planhat](https://www.g2.com/products/planhat/reviews) Planhat is a customer platform that provides software and services to help organizations grow lifelong customers. Our platform powers sales, service and customer success products that scale with our customers’ needs all the way from startup to household name and beyond. Each day worldwide, over 2.6 million customers are attracted, engaged and delighted with our intuitive yet flexible system of action. The Planhat platform empowers everyone in your organization to consolidate, analyze and act on all your data, becoming more customer-centric and data-driven than ever before. From rolling out autonomous transport systems to distributing new medicines, we’re proud to help make our customers better at what they do best. Alongside our customers, we’re building at the forefront of healthcare & life sciences, finance, connected business, and more. And we need curious, daring minds to help us. **Average Rating:** 4.5/5.0 **Total Reviews:** 911 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.0/10) - **Predictive Modeling:** 6.5/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.3/10 (Category avg: 8.6/10) - **Expandability:** 8.4/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Planhat](https://www.g2.com/sellers/planhat) - **Company Website:** https://www.planhat.com - **Year Founded:** 2015 - **HQ Location:** Stockholm, Stockholm County - **Twitter:** @planhat (1,045 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10168756/ (227 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Customer Success Manager, Head of Customer Success - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 60% Mid-Market, 32% Small-Business #### Pros & Cons **Pros:** - Ease of Use (215 reviews) - Customer Support (155 reviews) - Customization (106 reviews) - Automation Efficiency (103 reviews) - Helpful (103 reviews) **Cons:** - Learning Curve (113 reviews) - Complexity (78 reviews) - Steep Learning Curve (62 reviews) - Integration Issues (58 reviews) - Limitations (56 reviews) ### 23. [D·engage](https://www.g2.com/products/d-engage/reviews) D·ENGAGE: CUSTOMER EXPERIENCE FINALLY DONE RIGHT. Transform your data into meaningful customer experiences at the moments that matter most. Our Customer Experience Data Platform (CXDP) empowers marketers to deliver personalized, data-driven 1:1 engagement across every channel. The platform activates your data where it lives, powers AI-driven personalization, and executes through fully native channels. Cloud or on-premise, it adapts to your needs, providing a clear, seamless journey from data to revenue. GLOBAL TRUST. MEASURABLE RESULTS. We’re trusted by more than 200+ of the world's best brands in over 30 countries across Europe, MENA, LATAM and Asia. Brands such as Turkish Airlines, Acerto, Vodafone, Unilever, Toyota, BYD, Yves Rocher, Enterprise, Lexus, İş Bankası, and UBL trust us to connect data, personalize engagement, and achieve measurable results. OUR CAPABILITIES. D·engage gives you full control to build and activate campaigns instantly, powered by real-time segmentation and true 360° customer visibility. We remove complexity by unifying all your customer data, insights, and actions in one platform. 1. True Data Foundation: the industries leading CDP Our data-first foundation powers everything we do. D·engage unifies every online and offline data point into a single, always up-to-date customer view. \> Activate data instantly with zero-effort integration, no replication. \> Build real-time 360° profiles across all data sources. \> Connect easily to Oracle, PostgreSQL, MS SQL, SAP HANA, BigQuery, and Redshift. \> Run in cloud or on-premise with full security. \> Create micro-segments and personalize in real time. 2. Realtime, 1:1 Personalization: the Channels Every channel in D·engage is built natively, allowing seamless, real-time engagement across every touchpoint - Email, SMS, WhatsApp, mobile push, web push, and on-site messaging. \> Omnichannel automation that connects every channel in one flow. \> Journey orchestration to design and automate personalized customer paths. \> Advanced analytics with unified dashboards and actionable insights. \> Flexible integrations with leading CRM, BI, and marketing tools. 3. AI-Driven Intelligence: Zeki AI Our Predictive AI - Zeki - anticipates customer behavior, recommends optimal next actions, and makes hyper-personalization smarter at every step. This ensures your campaigns are always intentional and profitable. Predictive AI (Zeki AI) that anticipates behaviors and optimizes campaigns in real time. THE COMPANY D·engage is backed by leading investors including TIBAS Ventures, with participation from Gelecek Etki VC (managed in partnership with Vestel Ventures and Tacirler Asset Management), Maxis, and the Türkiye Development Fund – Invest 101 Fund. Our headquarter is in London, supporting a global team and customer base across Europe, MENA, LATAM, and Asia. Visit Dengage.com **Average Rating:** 4.5/5.0 **Total Reviews:** 114 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.0/10) - **Predictive Modeling:** 7.8/10 (Category avg: 8.0/10) - **Data Enrichment:** 8.9/10 (Category avg: 8.6/10) - **Expandability:** 8.6/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [D·engage](https://www.g2.com/sellers/d-engage) - **Company Website:** https://dengage.com/ - **Year Founded:** 2018 - **HQ Location:** London, GB - **Twitter:** @DengageGlobal (53 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/dengage/ (159 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Apparel & Fashion, Retail - **Company Size:** 40% Mid-Market, 37% Small-Business #### Pros & Cons **Pros:** - Ease of Use (59 reviews) - Customer Support (39 reviews) - Helpful (33 reviews) - Customer Engagement (27 reviews) - Automation (25 reviews) **Cons:** - Learning Curve (24 reviews) - Limited Features (16 reviews) - Missing Features (10 reviews) - Inadequate Reporting (9 reviews) - Poor Customer Support (9 reviews) ### 24. [Catalyst](https://www.g2.com/products/totango-catalyst/reviews) Catalyst, now part of Totango, empowers teams to identify and capitalize on expansion and upsell opportunities, driving recurring revenue growth. Built to simplify complex strategies, it helps businesses achieve sustainable success by aligning each action with your customer’s key objectives, ensuring they achieve their desired outcomes for your product or service. Catalyst unlocks your team’s potential to deliver smarter, faster, and scalable results, paving the way for long-term success. Learn more here! **Average Rating:** 4.5/5.0 **Total Reviews:** 655 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.0/10) - **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) **Seller Details:** - **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/ (145 employees on LinkedIn®) **Reviewer Demographics:** - **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 #### Pros & Cons **Pros:** - Ease of Use (45 reviews) - Automation (21 reviews) - Integrations (21 reviews) - User Interface (21 reviews) - Customer Engagement (19 reviews) **Cons:** - Integration Issues (15 reviews) - Learning Curve (15 reviews) - Missing Features (12 reviews) - Not Intuitive (12 reviews) - Difficult Navigation (10 reviews) ### 25. [Openprise](https://www.g2.com/products/openprise/reviews) Openprise is fueling the revolution in RevOps. Openprise automates critical RevOps processes to break down silos and align sales and marketing professionals and their technologies to deliver explosive growth. Openprise is a single, no-code platform that lets you simplify your RevTech stack, respond faster to changes in your market, and scale up operations to achieve your revenue goals. RevOps teams at industry leaders like UI Path, Freshworks, Zendesk, Zscaler, and Okta depend on Openprise to drive efficient, predictable revenue. For more information, please visit www.openprisetech.com. **Average Rating:** 4.9/5.0 **Total Reviews:** 63 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.0/10) - **Predictive Modeling:** 8.3/10 (Category avg: 8.0/10) - **Data Enrichment:** 9.8/10 (Category avg: 8.6/10) - **Expandability:** 10.0/10 (Category avg: 8.6/10) **Seller Details:** - **Seller:** [Openprise](https://www.g2.com/sellers/openprise) - **Year Founded:** 2014 - **HQ Location:** San Mateo, CA - **Twitter:** @OpenpriseTech (3,587 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3526047/ (127 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 59% Enterprise, 34% Mid-Market #### Pros & Cons **Pros:** - Booking Efficiency (1 reviews) - Data Management (1 reviews) - Data Quality (1 reviews) - Flexibility (1 reviews) - Lead Generation (1 reviews) **Cons:** - Poor Navigation (1 reviews) ## Parent Category [Marketing Software](https://www.g2.com/categories/marketing) ## Related Categories - [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) --- ## Buyer Guide ### 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? G2 scores the top-rated customer data platforms using a [proprietary algorithm](https://documentation.g2.com/docs/research-scoring-methodologies) that evaluates real-user satisfaction ratings and overall popularity based on review data. Here are the five highest-rated 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.&nbsp; 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.&nbsp; 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.&nbsp; 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