# Best Enterprise Customer Data Platforms (CDP)

## How Many Customer Data Platforms (CDP) Products Does G2 Track?

**Total Products under this Category:** 295

### Category Stats (Jul 2026)

- **Average Rating:** 4.46/5 (↑0.01 vs Jun 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Stibo Systems MDM (+1.7%) - Among all products in this category, Stibo Systems MDM recorded the largest rating increase compared to last month

_Last updated: July 25, 2026_

## How Does G2 Rank Customer Data Platforms (CDP) Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 24,300+ Authentic Reviews
- 295+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Customer Data Platforms (CDP)
 ![G2 Grid® for Customer Data Platforms (CDP) plotting products by satisfaction and market presence](https://www.g2.com/categories/customer-data-platform-cdp/grids.png?focus%5B%5D=1173013&focus%5B%5D=43119&focus%5B%5D=1393260&focus%5B%5D=54136&focus%5B%5D=19103&focus%5B%5D=138721&focus%5B%5D=127984&focus%5B%5D=5431)

Highlighted products: Salesforce Data 360 (formerly Data Cloud), Insider One, Adobe Real-Time CDP, Tealium, Bloomreach, GrowthLoop, Zeotap CDP, and Zeta Marketing Platform.

Underlying data: [Grid® JSON](https://www.g2.com/categories/customer-data-platform-cdp/grids.json?focus%5B%5D=salesforce-data-360-formerly-data-cloud&focus%5B%5D=insider-one&focus%5B%5D=adobe-real-time-cdp&focus%5B%5D=tealium-2026-07-21&focus%5B%5D=bloomreach-bloomreach&focus%5B%5D=growthloop&focus%5B%5D=zeotap-cdp&focus%5B%5D=zeta-marketing-platform&segment=enterprise)

**Sponsored**

### GetResponse

GetResponse is a lifecycle automation platform for businesses that want to drive more consistent, repeatable revenue across the entire customer journey. We help you move customers from first touch to first purchase, repeat purchase, and reactivation - using email, SMS, push notifications, and lifecycle automation across every stage of the customer journey With built-in deliverability, behavioral triggers, and deep integrations, you can launch faster, reduce manual work, and turn your lifecycle into a predictable revenue system. No disconnected tools. No campaign chaos. Just one system designed to move customers forward.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1202&secure%5Bchosen_at%5D=2026-07-29T20%3A51%3A59Z&secure%5Bdisplayable_resource_id%5D=36&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=36&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=2621&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%2Fenterprise%3Fopen_modal_url%3D%252Fproducts%252Fzeotap-cdp%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fcustomer-data-platform-cdp%25252Fenterprise%2526source%253Dcategory&secure%5Btoken%5D=396ff1bcb958910dfed1b2566fb6f671ad6e62dde858323d7f76be7b4829a902&secure%5Burl%5D=https%3A%2F%2Fwww.getresponse.com%2Fmax%2Fbook-a-demo%3Futm_campaign%3DEU_EN_G2_Click_Campaign_GR_MAX_Only%26utm_medium%3Dcpc%26utm_source%3Dg2&secure%5Burl_type%5D=book_demo)

### [Salesforce Data 360 (formerly Data Cloud)](https://www.g2.com/products/salesforce-data-360-formerly-data-cloud/reviews)

Data 360 is the system of context for the Agentic Enterprise. Natively built on the Salesforce platform, it connects every source of data you have—from data lakes to warehouses—creating a unified view of your business that your teams and AI agents can act on. And with Zero Copy capabilities, you get all of this without the cost or complexity of moving a single byte of data. Instead of relying on outdated information, your employees and AI agents operate from a complete, real-time understanding of your business exactly when it’s needed. This allows you to immediately personalize every customer experience, unlock connected journeys, and power smarter AI agents grounded in trusted business context. Data 360 activates your trusted context across every surface and every agent in your enterprise—wherever the work happens.

**Average Rating:** 4.3/5.0

**Total Reviews:** 301

#### How Do G2 Users Rate Salesforce Data 360 (formerly Data Cloud)?

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 8.7/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.9/10 (Category avg: 8.6/10)
- **Expandability:** 9.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Salesforce Data 360 (formerly Data Cloud)?

- **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce)
- **Company Website:** www.salesforce.com
- **Year Founded:** 1999
- **HQ Location:** San Francisco, CA
- **Twitter:** @salesforce  
579,511 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c04f36289ca03aeff007197f1d9e74e925e328ed6bcfaff98911c78b3ab382f7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3185%2F&secure%5Burl_type%5D=linkedin_company_website)  
83,223 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Salesforce Developer
- **Top Industries:** Information Technology and Services, Financial Services
- **Company Size:** 39% Large, 39% Medium

#### What Do G2 Reviewers Say About Salesforce Data 360 (formerly Data Cloud)?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **real-time platform integration** of Salesforce Data 360, enhancing data connectivity and decision-making across ecosystems.
- Users value the **ease of use** in Salesforce Data 360, enhancing user experience and simplifying data management.
- Users appreciate the **easy integration** of Salesforce Data 360, streamlining workflows and enhancing data accessibility across teams.
- Users value the **effective data aggregation** of Salesforce Data 360, unifying diverse sources into a real-time customer profile.
- Users value the **seamless integrations** with various platforms, enabling unified customer profiles and enhanced audience targeting.

##### Cons

- Users find the **steep learning curve** of Salesforce Data 360 challenging, hindering quick understanding and effective use.
- Users find the **cost burdens** of Salesforce Data 360 to be high due to extensive data integration and usage demands.
- Users experience a **difficult learning** curve with Salesforce Data 360, making setup and usability quite challenging.
- Users find the **implementation complexity** challenging, particularly for novices, affecting overall user experience and adoption.
- Users struggle with the **complex setup** of Salesforce Data 360, facing steep learning curves and extensive training needs.

#### What Are Recent G2 Reviews of Salesforce Data 360 (formerly Data Cloud)?

**["The Ultimate Architecture for Zero-Copy Data Harmonization and AI Grounding"](https://www.g2.com/survey_responses/salesforce-data-360-formerly-data-cloud-review-11813088)**

**Rating:** 4.5/5.0 stars

_— jasjit s._

[Read full review](https://www.g2.com/survey_responses/salesforce-data-360-formerly-data-cloud-review-11813088)

**["Easy Setup for Connecting Systems and Activating Unified Data"](https://www.g2.com/survey_responses/salesforce-data-360-formerly-data-cloud-review-13127447)**

**Rating:** 4.0/5.0 stars

_— Nitin M._

[Read full review](https://www.g2.com/survey_responses/salesforce-data-360-formerly-data-cloud-review-13127447)

#### What Are G2 Users Discussing About Salesforce Data 360 (formerly Data Cloud)?

- [What is the benefit of the hub and spoke design of customer 360 Data Manager?](https://www.g2.com/discussions/what-is-the-benefit-of-the-hub-and-spoke-design-of-customer-360-data-manager)
- [What is customer 360 Data Manager?](https://www.g2.com/discussions/what-is-customer-360-data-manager)
- [What does customer 360 Data Manager provide businesses?](https://www.g2.com/discussions/what-does-customer-360-data-manager-provide-businesses)

### [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:** 1,396

#### How Do G2 Users Rate Insider One?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **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)

#### Who Is the Company Behind Insider One?

- **Seller:** [Insider One](https://www.g2.com/sellers/insider-one)
- **Company Website:** useinsider.com
- **Year Founded:** 2012
- **HQ Location:** Global
- **Twitter:** @insiderone  
1 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cc5febfc674fa3d396df115be1610fac42b8540af4d7e83ca7710300617575b2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finsiderone%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,530 employees on LinkedIn®

#### Who Uses This Product?

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

#### What Do G2 Reviewers Say About Insider One?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Insider One's **ease of use** beneficial, allowing for quick campaign edits and improved customer engagement.
- Users highlight the **enhanced customer engagement** strategies of Insider One, facilitating personalized and timely interactions across channels.
- Users value the **personalization features** of Insider One, enhancing customer engagement and driving conversions effectively.
- Users value the **high engagement capabilities** of Insider One through personalized messaging and timely product recommendations.
- Users praise the **proactive support** from Insider's Customer Success team, enhancing their experience and providing strategic insights.

##### Cons

- Users find the **learning curve steep** due to numerous features, making initial setup and optimization challenging.
- Users face a **difficult learning** experience due to the complex setup and steep learning curve of Insider One.
- Users find the **time-consuming setup** process for campaigns and surveys to be a significant drawback.
- Users face a **high learning curve** with Insider One, needing time to familiarize themselves with its features.
- Users report that **integration issues** with Insider One require significant time, resources, and technical expertise to resolve.

#### What Are Recent G2 Reviews of Insider One?

**["Insider One unifies data and channels with a truly fluid Journey Orchestration"](https://www.g2.com/survey_responses/insider-one-review-13037392)**

**Rating:** 5.0/5.0 stars

_— Gabriel A._

[Read full review](https://www.g2.com/survey_responses/insider-one-review-13037392)

**["Complete and intuitive platform, with fast and efficient support"](https://www.g2.com/survey_responses/insider-one-review-13036694)**

**Rating:** 4.5/5.0 stars

_— Arlete M._

[Read full review](https://www.g2.com/survey_responses/insider-one-review-13036694)

#### What Are G2 Users Discussing About Insider One?

- [Do you recommend connecting Insider with Yotpo?](https://www.g2.com/discussions/do-you-recommend-connecting-insider-with-yotpo) - 1 comment
- [Can we decide which campaigns need to be prioritized more when users are eligible for multiple journeys and can receive multiple messages?](https://www.g2.com/discussions/can-we-decide-which-campaigns-need-to-be-prioritized-more-when-users-are-eligible-for-multiple-journeys-and-can-receive-multiple-messages) - 1 comment
- [Does Insider offer predictive segments to target users?](https://www.g2.com/discussions/does-insider-offer-predictive-segments-to-target-users) - 1 comment
- [Is it possible to send personalized product recommendations on web push?](https://www.g2.com/discussions/is-it-possible-to-send-personalized-product-recommendations-on-web-push) - 1 comment
- [How can Insider help personalize experiences while respecting customers’ privacy?](https://www.g2.com/discussions/how-can-insider-help-personalize-experiences-while-respecting-customers-privacy) - 1 comment

### [Adobe Real-Time CDP](https://www.g2.com/products/adobe-real-time-cdp/reviews)

Built on Adobe Experience Platform, Adobe Real-Time CDP harmonizes customer and account data across any source—from zero- to third-party data—and uses AI to intelligently build, manage, and activate audiences in real time. By transforming fragmented data into a foundation for relevant experiences, Real-Time CDP enables in-the-moment, privacy-conscious personalization helping B2C and B2B brands effectively engage with customers at every step of the lifecycle. Features include: Flexible connectivity: Activate customer data directly from your existing warehouse for real-time, personalized experiences without the need to move or copy underlying datasets. Create and enrich high-value audiences directly from your data warehouse and combine them with continuously ingested internal and external data sources. Unify comprehensive data sources: Securely ingest and unify zero-, first-, and cookieless third-party data, including insights from trusted second-party sources for in-the-moment engagement and personalization. Harmonized data: With Real-Time CDP, you can connect and normalize online, offline, and pseudonymous customer data to create unified B2B and B2C profiles and audiences in one platform. From this foundation, Real-Time CDP automatically denormalizes and materializes data optimized for real-time decisioning, personalization engagement with customers and prospects. Real-Time CDP provides standardized, cleaned and monitored data, harmonized profiles as well as self service tools and templates to help teams and agents act more quickly Intelligent audience management: Stand up and optimize campaigns with tools to create and segment audience and customer profiles in real time — all enriched with diverse data sources and powered with AI insights. This includes a centralized interface to create and manage audiences and insights complete with natural-language prompts. Deep, actionable insights into audience behaviors and campaign performance as well as enrichment from second and third party partner data for enhanced activation across channels f Data governance: confidentially manage data with data usage policies across teams ensuring that sensitive data is only used in appropriate ways that align with organizational policies and privacy regulations. Determine which users and teams can access specific types of data and actions, limiting risk and exposure Full funnel activation: reach new customers, deliver personalization engagement in real-time across every channel with in the moment experience activation at scale, and cross-channel journeys using pre-built and productized integrations.

**Average Rating:** 4.1/5.0

**Total Reviews:** 179

#### How Do G2 Users Rate Adobe Real-Time CDP?

- **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 8.3/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.5/10 (Category avg: 8.6/10)
- **Expandability:** 8.0/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Adobe Real-Time CDP?

- **Seller:** [Adobe](https://www.g2.com/sellers/adobe)
- **Company Website:** adobe.com
- **Year Founded:** 1982
- **HQ Location:** San Jose, CA
- **Twitter:** @Adobe  
956,842 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4bd838466d461c6fe81e09c861e82adaaf56d5a567f856b855f9808677f90560&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1480%2F&secure%5Burl_type%5D=linkedin_company_website)  
42,087 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Financial Services, Computer Software
- **Company Size:** 33% Large, 31% Small

#### What Do G2 Reviewers Say About Adobe Real-Time CDP?

_AI-generated summary from verified user reviews_

##### Pros

- Users admire the **ease of use** of Adobe Real-Time CDP, simplifying setup and enhancing workflow efficiency effectively.
- Users value the **real-time personalization** of Adobe Real-Time CDP, enhancing customer engagement and retention strategies effectively.
- Users appreciate the **centralized data management** of Adobe Real-Time CDP, enabling efficient insights and real-time decision making.
- Users appreciate the **real-time data insights** from Adobe Real-Time CDP, enabling quick, informed decisions for marketing strategies.
- Users value the **seamless integrations** of Adobe Real-Time CDP with other Adobe products, enhancing data connectivity and efficiency.

##### Cons

- Users find the **steep learning curve** of Adobe Real-Time CDP challenging, especially for non-technical individuals.
- Users find the **complex setup** of Adobe Real-Time CDP challenging and time-consuming, complicating daily usage and navigation.
- Users face a **difficult setup** with Adobe Real-Time CDP, requiring extensive configuration for effective integration and use.
- Users find the **high cost** of Adobe Real-Time CDP to be a significant barrier for smaller businesses.
- Users highlight a **steep learning curve** , making initial setup and integration challenging for new users.

#### What Are Recent G2 Reviews of Adobe Real-Time CDP?

**["Powerful Data Tool with a Steep Learning Curve"](https://www.g2.com/survey_responses/adobe-real-time-cdp-review-13159654)**

**Rating:** 4.0/5.0 stars

_— Nooruddin S._

[Read full review](https://www.g2.com/survey_responses/adobe-real-time-cdp-review-13159654)

**["Powerful Micro-Targeting and Unified Customer Profiles"](https://www.g2.com/survey_responses/adobe-real-time-cdp-review-12903239)**

**Rating:** 4.5/5.0 stars

_— Philip H._

[Read full review](https://www.g2.com/survey_responses/adobe-real-time-cdp-review-12903239)

### [Tealium](https://www.g2.com/products/tealium-2026-07-21/reviews)

Tealium is a customer data orchestration platform designed to connect customer engagement data across an organization in real time. By bringing together data from web, mobile, server-side, cloud, and offline sources, Tealium helps brands build a complete and current view of the customer, then take action on that data across teams, systems, and channels. Tealium is designed for marketing, data, analytics, customer experience, and IT teams that need trusted customer data for personalization, audience management, analytics, and operational decision-making. It helps organizations collect and standardize event data, resolve identity into persistent profiles, enrich data with business logic and real-time context, and activate that data across downstream tools. Tealium also supports consent enforcement across collection and activation, helping teams govern customer data as it moves through the stack. Key capabilities of Tealium include tag management, API-based and server-side data collection, profile unification, audience and event activation, and data delivery across a broad integration ecosystem. Tealium works with existing technology investments and data clouds, rather than requiring a rip-and-replace approach, and supports real-time, scheduled, and triggered activation patterns. It can also prepare clean, consented customer context for AI models and agents, then help activate resulting outputs across channels. Globally, organizations use Tealium to connect customer data from web, mobile, server-side, API, cloud, and offline sources, build persistent profiles with real-time identity resolution and enrichment, activate audiences and signals through real-time, scheduled, and triggered workflows, and enforce consent and governance controls across collection, orchestration, and activation. For organizations that need customer data to be usable everywhere decisions are made, Tealium provides one governed foundation for turning customer data into action.

**Average Rating:** 4.3/5.0

**Total Reviews:** 445

#### How Do G2 Users Rate Tealium?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 7.0/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.4/10 (Category avg: 8.6/10)
- **Expandability:** 8.8/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Tealium?

- **Seller:** [Tealium](https://www.g2.com/sellers/tealium)
- **Company Website:** www.tealium.com
- **Year Founded:** 2011
- **HQ Location:** San Diego, CA
- **Twitter:** @tealium  
4,730 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=862b8691ee01ed9a7b7eddf26f7f0fbe95df109ef1f79344c9feeac38372dbd6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F211380%2F&secure%5Burl_type%5D=linkedin_company_website)  
557 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Web Analyst
- **Top Industries:** Financial Services, Retail
- **Company Size:** 49% Large, 29% Medium

#### What Do G2 Reviewers Say About Tealium?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **ease of use** of Tealium Customer Data Hub, enabling seamless customer data unification and management.
- Users value the **unified customer data management** in Tealium Customer Data Hub, enhancing efficiency and streamlining workflows.
- Users value the **seamless integrations** of Tealium Customer Data Hub, enhancing data unification and usability across various platforms.
- Users value the **real-time processing** of Tealium Customer Data Hub, enhancing efficiency and accuracy in data management.
- Users value the **easy integration** of Tealium Customer Data Hub with various tools, enhancing their marketing and analytics efforts.

##### Cons

- Users face a **steep learning curve** with Tealium Customer Data Hub, often requiring technical expertise for effective navigation.
- Users find the **difficult learning** curve of Tealium Customer Data Hub challenges new users and necessitates technical expertise.
- Users struggle with the **complexity** of Tealium Customer Data Hub, as it has a steep learning curve for non-technical users.
- Users highlight a **steep learning curve** with Tealium Customer Data Hub, making navigation challenging for non-technical individuals.
- Users face a **steep learning curve** with Tealium Customer Data Hub, struggling with complexity and needing technical expertise for setup.

#### What Are Recent G2 Reviews of Tealium?

**["A Robust Customer Data Platform for Real-Time Data and Personalization"](https://www.g2.com/survey_responses/tealium-review-12706984)**

**Rating:** 5.0/5.0 stars

_— Kunchakuri R._

[Read full review](https://www.g2.com/survey_responses/tealium-review-12706984)

**["Unifies Customer Data and Enables Real-Time Marketing Activation"](https://www.g2.com/survey_responses/tealium-review-12708029)**

**Rating:** 4.0/5.0 stars

_— Priyamvadha R._

[Read full review](https://www.g2.com/survey_responses/tealium-review-12708029)

#### What Are G2 Users Discussing About Tealium?

- [What is Tealium AudienceStream CDP used for?](https://www.g2.com/discussions/what-is-tealium-audiencestream-cdp-used-for)
- [What is tealium audience stream?](https://www.g2.com/discussions/what-is-tealium-audience-stream) - 1 comment
- [How much does tealium cost?](https://www.g2.com/discussions/how-much-does-tealium-cost)
- [What is the primary purpose of a CDP?](https://www.g2.com/discussions/what-is-the-primary-purpose-of-a-cdp) - 1 comment
- [What is tealium testing?](https://www.g2.com/discussions/what-is-tealium-testing)

### [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:** 766

#### How Do G2 Users Rate Bloomreach?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 7.8/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.6/10 (Category avg: 8.6/10)
- **Expandability:** 8.7/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Bloomreach?

- **Seller:** [Bloomreach](https://www.g2.com/sellers/bloomreach)
- **Company Website:** www.bloomreach.com
- **Year Founded:** 2009
- **HQ Location:** Mountain View, CA
- **Twitter:** @bloomreach\_tm  
10,400 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a3fea6edee32fac5b3c6202f39bea693a3046a210909e31f453a826a29715ee3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbloomreach%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,140 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** CRM Manager, Marketing Manager
- **Top Industries:** Retail, Marketing and Advertising
- **Company Size:** 49% Medium, 28% Small

#### What Do G2 Reviewers Say About Bloomreach?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Bloomreach, enabling seamless access to insights and effective marketing orchestration.
- Users appreciate the **intuitive ease of use** and powerful insights provided by Bloomreach’s reporting tools.
- Users appreciate the **intuitive segmentation and targeting** capabilities of Bloomreach, enhancing their customer engagement significantly.
- Users highly praise the **outstanding customer support** from Bloomreach, noting their responsiveness and helpfulness in every issue.
- Users find Bloomreach to have a **highly intuitive interface** , making it easy for teams to utilize effectively.

##### Cons

- Users find the **steep learning curve** of Bloomreach frustrating, impacting efficiency and overall user-friendliness.
- Users find **limited features** in Bloomreach, particularly with searchable fields and email design options affecting overall capability.
- Users face **missing features** in Bloomreach, affecting searchable fields and report data downloads, necessitating workarounds.
- Users experience a **challenging learning curve** with Bloomreach, requiring time and support to navigate its complexity.
- Users find the **difficult learning curve** of Bloomreach challenging, requiring time and proper onboarding for effective use.

#### What Are Recent G2 Reviews of Bloomreach?

**["Bloomreach Makes Personalisation Easy with Powerful Segmentation and Automation"](https://www.g2.com/survey_responses/bloomreach-review-13078543)**

**Rating:** 4.0/5.0 stars

_— megan l._

[Read full review](https://www.g2.com/survey_responses/bloomreach-review-13078543)

**["Bloomreach Still Shines Years Later"](https://www.g2.com/survey_responses/bloomreach-review-7757853)**

**Rating:** 5.0/5.0 stars

_— Denise R._

[Read full review](https://www.g2.com/survey_responses/bloomreach-review-7757853)

#### What Are G2 Users Discussing About Bloomreach?

- [What is Bloomreach used for?](https://www.g2.com/discussions/what-is-bloomreach-used-for) - 2 comments

### [GrowthLoop](https://www.g2.com/products/growthloop/reviews)

GrowthLoop is an agentic Composable CDP. 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:** 111

#### How Do G2 Users Rate GrowthLoop?

- **Has the product been a good partner in doing business?:** 9.9/10 (Category avg: 9.1/10)
- **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)

#### Who Is the Company Behind GrowthLoop?

- **Seller:** [GrowthLoop (Flywheel Software)](https://www.g2.com/sellers/growthloop-flywheel-software)
- **Company Website:** www.growthloop.com
- **Year Founded:** 2015
- **HQ Location:** San Francisco, US
- **Twitter:** @growthloop  
70 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3e739d0062f7665e022eb3781647be9ed61de534df613682de15fc50e12fa8ec&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fgrowthloop-co%2F&secure%5Burl_type%5D=linkedin_company_website)  
82 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Sports, Marketing and Advertising
- **Company Size:** 58% Large, 33% Medium

#### What Do G2 Reviewers Say About GrowthLoop?

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **responsive customer support** from GrowthLoop, enhancing efficiency and implementation with quick assistance and tailored features.
- Users find GrowthLoop to be extremely **easy to use** , enabling quick training and efficient data management for all team members.
- Users value the **time efficiency** of GrowthLoop, completing tasks in minutes instead of hours, streamlining their workflow.
- Users value the **easy creation and integration** features of GrowthLoop, streamlining their data management efficiently.
- Users praise GrowthLoop for its **efficient audience creation** and outstanding support, enhancing personalization efforts seamlessly.

##### Cons

- Users experience **slow performance** with occasional lags affecting workflows and syncing, complicating campaign execution.
- Users note the **lack of export options** in GrowthLoop, which can hinder data management and analysis capabilities.
- Users experience **lack of notifications for filter errors** , impacting audience volumes and complicating their search process.
- Users face **integration difficulties** , particularly with data systems, which hinders effective usage of GrowthLoop.
- Users find the **learning curve challenging** , often needing more guidance to effectively configure dataset setups in GrowthLoop.

#### What Are Recent G2 Reviews of GrowthLoop?

**["GrowthLoop Empowers Marketing to Build Audiences Fast—with Seamless SFMC Integration"](https://www.g2.com/survey_responses/growthloop-review-12891263)**

**Rating:** 5.0/5.0 stars

_— Isabel B._

[Read full review](https://www.g2.com/survey_responses/growthloop-review-12891263)

**["GrowthLoop’s Intuitive UX Makes Segment Building Simple"](https://www.g2.com/survey_responses/growthloop-review-13173116)**

**Rating:** 5.0/5.0 stars

_— Meredith E._

[Read full review](https://www.g2.com/survey_responses/growthloop-review-13173116)

### [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

#### How Do G2 Users Rate Zeotap CDP?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 7.0/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.6/10 (Category avg: 8.6/10)
- **Expandability:** 8.1/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Zeotap CDP?

- **Seller:** [Zeotap](https://www.g2.com/sellers/zeotap)
- **Year Founded:** 2014
- **HQ Location:** Berlin, Berlin
- **Twitter:** @zeotap  
1,946 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a1c38a9016eecf23c71d7fb0a2dcbfcec5c8b1d4634e51212c88cf0b4520a6e8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fzeotap%2F&secure%5Burl_type%5D=linkedin_company_website)  
168 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising, Consumer Goods
- **Company Size:** 47% Large, 27% Small

#### What Do G2 Reviewers Say About Zeotap CDP?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **exceptional customer support** from Zeotap CDP, noting quick responses and helpful assistance.
- Users value the **easy-to-use interface** of Zeotap CDP, enhancing their overall experience with effective support.
- Users value the **ease of customer engagement** with Zeotap CDP, enhancing connections with their audiences effectively.
- Users benefit from the **robust identity resolution** of Zeotap CDP, ensuring compliance with privacy regulations for data operations.
- Users value the **great UI** of Zeotap CDP, which enhances usability and brand engagement effectively.

##### Cons

- Users report **issues with match rates** and lack of insights on data ingestion failures, impacting the overall experience.
- Users find the **limited functionality** of Zeotap CDP limiting, particularly regarding customer-level interactions and segment updates.
- Users find **poor usability** in Zeotap CDP, with challenges in the interface and data visualization impacting their experience.
- Users face issues with **data ingestion failures** and experience shortcomings in some UX features of Zeotap CDP.
- Users experience **lack of insights** when ingested data fails, impacting the usability of Zeotap CDP.

#### What Are Recent G2 Reviews of Zeotap CDP?

**["Simple Integration but Data Management Could Be Improved"](https://www.g2.com/survey_responses/zeotap-cdp-review-12236569)**

**Rating:** 5.0/5.0 stars

_— SERGIO R._

[Read full review](https://www.g2.com/survey_responses/zeotap-cdp-review-12236569)

**["Flexible Audience Routing to Any Destination"](https://www.g2.com/survey_responses/zeotap-cdp-review-12244305)**

**Rating:** 5.0/5.0 stars

_— Julian M._

[Read full review](https://www.g2.com/survey_responses/zeotap-cdp-review-12244305)

#### What Are G2 Users Discussing About Zeotap CDP?

- [What is a customer intelligence platform?](https://www.g2.com/discussions/what-is-a-customer-intelligence-platform)
- [When was Zeotap founded?](https://www.g2.com/discussions/when-was-zeotap-founded)
- [Who owns Zeotap?](https://www.g2.com/discussions/who-owns-zeotap)
- [What does Zeotap do?](https://www.g2.com/discussions/what-does-zeotap-do)

### [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:** 4.0/5.0

**Total Reviews:** 114

#### How Do G2 Users Rate Zeta Marketing Platform?

- **Has the product been a good partner in doing business?:** 8.0/10 (Category avg: 9.1/10)
- **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)

#### Who Is the Company Behind Zeta Marketing Platform?

- **Seller:** [Zeta Global](https://www.g2.com/sellers/zeta-global)
- **Company Website:** zetaglobal.com
- **Year Founded:** 2007
- **HQ Location:** New York, NY
- **Twitter:** @ZetaGlobal  
16,660 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=889c15a7b559a8318ba7b5379f83e230ccd77c082c1971c9b040c45186b1503b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fzetaglobal%2Fposts%2F%3FfeedView%3Dall&secure%5Burl_type%5D=linkedin_company_website)  
2,991 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising, Retail
- **Company Size:** 44% Medium, 38% Large

#### What Do G2 Reviewers Say About Zeta Marketing Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Zeta Marketing Platform, enhancing their campaign building and navigation experience.
- Users value the **responsive customer support** of Zeta Marketing Platform, appreciating timely assistance and effective collaboration.
- Users love the **intuitive interface and efficient features** of Zeta Marketing Platform, enhancing campaign management and performance.
- Users appreciate the **intuitive interface and efficient reporting** , making campaign building quick and straightforward.
- Users highlight the **improved performance** of email campaigns with Zeta, significantly reducing time to market.

##### Cons

- Users find the **learning curve steep** , making dynamic personalization feel complicated and overwhelming, especially for beginners.
- Users report **campaign issues** like slow loading, poor search functionality, and lacking folder structures complicating their experience.
- Users note the **missing features** in Zeta Marketing Platform, leading to complexity and diminished user experience.
- Users find Zeta Marketing Platform's **complex usability** makes it challenging to navigate and set up effectively.
- Users experience **poor usability** with Zeta Marketing Platform due to its complex, overwhelming, and outdated interface.

#### What Are Recent G2 Reviews of Zeta Marketing Platform?

**["Simple, Intuitive ESP for Managing Campaigns and Analytics"](https://www.g2.com/survey_responses/zeta-marketing-platform-review-12755764)**

**Rating:** 4.0/5.0 stars

_— Verified User in Broadcast Media_

[Read full review](https://www.g2.com/survey_responses/zeta-marketing-platform-review-12755764)

**["Streamlined Email Campaigns with Room for Improvement"](https://www.g2.com/survey_responses/zeta-marketing-platform-review-12760964)**

**Rating:** 4.0/5.0 stars

_— Max R._

[Read full review](https://www.g2.com/survey_responses/zeta-marketing-platform-review-12760964)

#### What Are G2 Users Discussing About Zeta Marketing Platform?

- [How much does Zeta global cost?](https://www.g2.com/discussions/how-much-does-zeta-global-cost)
- [Is Zeta a SaaS company?](https://www.g2.com/discussions/is-zeta-a-saas-company)
- [What does Zeta Global do?](https://www.g2.com/discussions/what-does-zeta-global-do)
- [What is the main tool of Zeta?](https://www.g2.com/discussions/what-is-the-main-tool-of-zeta)

### [SAS Customer Intelligence 360](https://www.g2.com/products/sas-customer-intelligence-360-sas/reviews)

SAS Customer Intelligence 360 is a sophisticated Customer Engagement Platform designed to assist marketers in transforming insights into actionable strategies that foster seamless and personalized customer experiences. This platform serves as a comprehensive solution for businesses seeking to enhance their marketing efforts by moving beyond outdated MarTech systems. By enabling tailored interactions that respond to real-time customer needs, SAS Customer Intelligence 360 empowers organizations to engage effectively with their audience. Targeted primarily at marketing professionals and organizations looking to optimize their customer engagement strategies, SAS Customer Intelligence 360 is particularly beneficial for those who require a robust tool for audience segmentation, campaign design, and personalization. The platform is designed to cater to a variety of use cases, including the need for detailed customer profiling and the integration of both online and offline interactions. By consolidating these interactions, marketers gain a 360-degree view of customer behavior, allowing for more informed decision-making and enhanced customer engagement. One of the key features of SAS Customer Intelligence 360 is its user-friendly interface, which simplifies complex tasks such as audience segmentation and campaign management. This accessibility enables marketers to act swiftly and effectively without needing extensive technical expertise. The platform’s ability to dynamically connect known and unknown digital activities further enriches customer profiles, providing marketers with deeper insights into customer preferences and behaviors. Additionally, SAS Customer Intelligence 360 stands out due to its seamless integration capabilities. It can connect with data residing in various environments, whether in the cloud, on-premises, or within other MarTech tools. This flexibility eliminates the need for costly migrations and allows organizations to leverage their existing data infrastructure. The platform captures detailed customer behaviors, including purchase intent and significant life events, facilitating personalized and targeted communications across multiple channels. Advanced decision-making methodologies, ranging from traditional business rules to sophisticated AI models, ensure that every customer interaction is relevant and impactful. This capability not only enhances the effectiveness of marketing campaigns but also fosters stronger relationships between brands and their customers. By utilizing SAS Customer Intelligence 360, organizations can elevate their marketing efforts, delivering meaningful and personalized experiences that resonate with their audience.

**Average Rating:** 4.4/5.0

**Total Reviews:** 145

#### How Do G2 Users Rate SAS Customer Intelligence 360?

- **Has the product been a good partner in doing business?:** 8.2/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 8.5/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.8/10 (Category avg: 8.6/10)
- **Expandability:** 8.6/10 (Category avg: 8.6/10)

#### Who Is the Company Behind SAS Customer Intelligence 360?

- **Seller:** [SAS Institute Inc.](https://www.g2.com/sellers/sas-institute-inc-df6dde22-a5e5-4913-8b21-4fa0c6c5c7c2)
- **Company Website:** www.sas.com
- **Year Founded:** 1976
- **HQ Location:** Cary, NC
- **Twitter:** @SASsoftware  
60,863 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=64db42c044af5bbad79bd9677a620a6c31a8ff1abf4e7b2a6f1d6ed9561d105d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1491%2F&secure%5Burl_type%5D=linkedin_company_website)  
18,638 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising, Banking
- **Company Size:** 47% Medium, 33% Large

#### What Do G2 Reviewers Say About SAS Customer Intelligence 360?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **comprehensive, unified view of customers** from SAS Customer Intelligence 360 for effective marketing strategies.
- Users highlight the **ease of use** in SAS Customer Intelligence 360, making data management and reporting straightforward.
- Users value the **advanced analytics** capabilities of SAS Customer Intelligence 360 for crafting effective, data-driven marketing strategies.
- Users value the **single view of customers** SAS Customer Intelligence 360 provides, enhancing understanding of customer needs.
- Users appreciate the **differentiating flexibility** of SAS Customer Intelligence 360 for developing tailored marketing strategies and campaigns.

##### Cons

- Users experience a **steep learning curve** with SAS Customer Intelligence 360, making initial usage challenging and complex.
- Users often face **integration issues** that complicate the setup and connectivity with existing systems in SAS Customer Intelligence 360.
- Users note that SAS Customer Intelligence 360 has a **high price point** , making it less accessible for some businesses.
- Users find the **difficult setup** of SAS Customer Intelligence 360 challenging, requiring significant time and training to integrate.
- Users find the **complexity of the interface** challenging, requiring significant training for effective use of SAS Customer Intelligence 360.

#### What Are Recent G2 Reviews of SAS Customer Intelligence 360?

**["Flexible integrations and support always available"](https://www.g2.com/survey_responses/sas-customer-intelligence-360-review-13106699)**

**Rating:** 4.0/5.0 stars

_— Ian M._

[Read full review](https://www.g2.com/survey_responses/sas-customer-intelligence-360-review-13106699)

**["Powerful Platform for Real-Time Customer Engagement"](https://www.g2.com/survey_responses/sas-customer-intelligence-360-review-13118670)**

**Rating:** 4.5/5.0 stars

_— Michal K._

[Read full review](https://www.g2.com/survey_responses/sas-customer-intelligence-360-review-13118670)

#### What Are G2 Users Discussing About SAS Customer Intelligence 360?

- [What is SAS Intelligent Advertising for Publishers used for?](https://www.g2.com/discussions/sas-intelligent-advertising-for-publishers-what-is-sas-intelligent-advertising-for-publishers-used-for)
- [What is SAS Intelligent Advertising for Publishers used for?](https://www.g2.com/discussions/what-is-sas-intelligent-advertising-for-publishers-used-for)

### [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:** 755

#### How Do G2 Users Rate WebEngage?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 7.8/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.3/10 (Category avg: 8.6/10)
- **Expandability:** 8.2/10 (Category avg: 8.6/10)

#### Who Is the Company Behind WebEngage?

- **Seller:** [WebEngage](https://www.g2.com/sellers/webengage)
- **Company Website:** webengage.com
- **Year Founded:** 2011
- **HQ Location:** Mumbai
- **Twitter:** @webengage  
5,055 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=aeadee46de333571c05aad4d44c1e391cafe43014daea3fc8494e35be0806eed&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2663547%2F&secure%5Burl_type%5D=linkedin_company_website)  
367 employees on LinkedIn®

#### Who Uses This Product?

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

#### What Do G2 Reviewers Say About WebEngage?

_AI-generated summary from verified user reviews_

##### Pros

- Users find WebEngage's interface **easy to use** , enhancing engagement and streamlining their marketing automation processes.
- Users value the **powerful analytics and segmentation features** of WebEngage, enhancing campaign effectiveness and user insights.
- Users commend the **intuitive journey designer** of WebEngage, streamlining complex marketing workflows effortlessly.
- Users value the **helpful support** from WebEngage, enhancing their marketing automation experience and user engagement.
- Users value the **user-friendly features** of WebEngage, enhancing accessibility and improving engagement through intuitive tools.

##### Cons

- Users find the **learning curve steep** , making it challenging to fully utilize WebEngage's features effectively.
- Users experience **slow performance** with loading segments and dashboard responsiveness, which can be quite inconvenient.
- Users find the **time-consuming loading times** for segments and setups to be quite frustrating and inconvenient.
- Users find **missing features** frustrating, with slow enhancements and inaccessible options behind paywalls affecting their experience.
- Users experience a **steep learning curve** , finding the interface and setup complex for new users to navigate.

#### What Are Recent G2 Reviews of WebEngage?

**["Powerful Customer Engagement and Marketing Automation"](https://www.g2.com/survey_responses/webengage-review-12701689)**

**Rating:** 5.0/5.0 stars

_— Rahul K._

[Read full review](https://www.g2.com/survey_responses/webengage-review-12701689)

**["Events Analytics Makes Retention Insights Seamless"](https://www.g2.com/survey_responses/webengage-review-12981114)**

**Rating:** 4.5/5.0 stars

_— Marmik S._

[Read full review](https://www.g2.com/survey_responses/webengage-review-12981114)

### [Amperity Customer Data Platform](https://www.g2.com/products/amperity-customer-data-platform/reviews)

Amperity helps brands act on trusted customer context. Its AI-powered Customer Data Platform resolves identity and unifies fragmented data with real-time signals, giving teams accurate, actionable context across marketing, service, analytics, and AI systems. Built for enterprises with complex customer data, Amperity creates continuously updated customer profiles that brands can trust. Marketing and data teams can use this context to build audiences, understand behavior, orchestrate journeys, and make more relevant decisions in real time, while maintaining control, privacy, and governance. More than 400 leading brands worldwide, including Alaska Airlines, DICK’S Sporting Goods, BECU, Virgin Atlantic, and Wyndham Hotels & Resorts, rely on Amperity to improve customer experiences and drive measurable growth. Founded in 2016, Amperity operates globally with offices in Seattle, New York City, London, and Melbourne.

**Average Rating:** 4.4/5.0

**Total Reviews:** 52

#### How Do G2 Users Rate Amperity Customer Data Platform?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **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)

#### Who Is the Company Behind Amperity Customer Data Platform?

- **Seller:** [Amperity](https://www.g2.com/sellers/amperity)
- **Company Website:** amperity.com
- **Year Founded:** 2016
- **HQ Location:** Seattle, Washington, United States
- **Twitter:** @amperity  
1,308 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=43bf4edb43df8ff396f1148f5e44f332e142a885d1f9a8615be56bdf4b085ae5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Famperity%2F&secure%5Burl_type%5D=linkedin_company_website)  
295 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail, Apparel & Fashion
- **Company Size:** 45% Large, 36% Medium

#### What Do G2 Reviewers Say About Amperity Customer Data Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users value Amperity for its **analytics expertise** , providing clear insights from unified customer data for better decision-making.
- Users value the **data accuracy** of Amperity, as it provides a complete view of user behavior and preferences.
- Users appreciate the **ease of use** of Amperity, which simplifies data management and boosts insight generation.
- Users value the **unified customer data** provided by Amperity for clear and actionable insights.
- Users value the **AI-driven identity resolution** in Amperity for its effectiveness in building first-party identity graphs swiftly.

##### Cons

- Users express concerns about **access control issues** , highlighting potential privacy risks and dependence on third parties.
- Users find the **difficult learning curve** challenging, impacting their ability to effectively use Amperity.
- Users find Amperity **expensive** , alongside concerns about its learning curve and potential privacy risks.
- Users find the **learning curve challenging** , which can hinder effective usage and adoption of Amperity.
- Users express dissatisfaction with Amperity's **poor support** , noting unresponsive customer service and limited communication from managers.

#### What Are Recent G2 Reviews of Amperity Customer Data Platform?

**["Amperity - Advanced customer segmentation"](https://www.g2.com/survey_responses/amperity-customer-data-platform-review-8403812)**

**Rating:** 4.0/5.0 stars

_— Sivabalan R._

[Read full review](https://www.g2.com/survey_responses/amperity-customer-data-platform-review-8403812)

**["Unifies Customer Data for Actionable Insights"](https://www.g2.com/survey_responses/amperity-customer-data-platform-review-12128481)**

**Rating:** 5.0/5.0 stars

_— Sahana R._

[Read full review](https://www.g2.com/survey_responses/amperity-customer-data-platform-review-12128481)

#### What Are G2 Users Discussing About Amperity Customer Data Platform?

- [What does Simon data do?](https://www.g2.com/discussions/amperity-what-does-simon-data-do)
- [Is SaaS an Amperity?](https://www.g2.com/discussions/is-saas-an-amperity) - 2 upvotes
- [Is Amperity a CDP?](https://www.g2.com/discussions/is-amperity-a-cdp)
- [What does Amperity do?](https://www.g2.com/discussions/what-does-amperity-do)

### [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:** 230

#### How Do G2 Users Rate Optimove?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **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)

#### Who Is the Company Behind Optimove?

- **Seller:** [Optimove](https://www.g2.com/sellers/optimove)
- **Year Founded:** 2012
- **HQ Location:** New York
- **Twitter:** @Optimove  
5,475 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6a2d0cdd82f1c1def1160108437b8228fba304189302e0b18e9d0ac3ac28906e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F227901%2F&secure%5Burl_type%5D=linkedin_company_website)  
572 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** CRM Manager, CRM Specialist
- **Top Industries:** Gambling & Casinos, Marketing and Advertising
- **Company Size:** 51% Medium, 31% Small

#### What Do G2 Reviewers Say About Optimove?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** in Optimove, enjoying its intuitive interface and flexible implementation.
- Users value the **dedicated customer support** with quick access to expert solutions, enhancing their overall experience with Optimove.
- Users value the **comprehensive analytics** provided by Optimove, enhancing campaign evaluation and continuous improvement.
- Users appreciate the **seamless integration of data-driven insights** with personalized engagement, enhancing their marketing strategies significantly.
- Users value the **seamless integration of data-driven insights** for personalized customer engagement and targeted campaigns with Optimove.

##### Cons

- Users find the **learning curve steep** , facing initial difficulties with features and a complicated interface.
- Users experience **slow performance** with Optimove, encountering waiting times and system delays, especially during heavy database loads.
- Users find the **missing features** in Optimove limit effectiveness, affecting usability and overall experience.
- Users find the **data management processes frustrating** , especially with issues like batch loads and a lack of reporting flexibility.
- Users highlight **integration issues** with Optimove, emphasizing the need for careful planning and broader data integration options.

#### What Are Recent G2 Reviews of Optimove?

**["Feature-Rich Platform with Outstanding Support, But Data Loading Needs Improvement"](https://www.g2.com/survey_responses/optimove-review-11841342)**

**Rating:** 4.0/5.0 stars

_— Tina M._

[Read full review](https://www.g2.com/survey_responses/optimove-review-11841342)

**["easy and user-friendly good support"](https://www.g2.com/survey_responses/optimove-review-10631324)**

**Rating:** 4.5/5.0 stars

_— minas m._

[Read full review](https://www.g2.com/survey_responses/optimove-review-10631324)

#### What Are G2 Users Discussing About Optimove?

- [What is Optimove used for?](https://www.g2.com/discussions/what-is-optimove-used-for)

### [SAP Customer Data Platform](https://www.g2.com/products/sap-customer-data-platform/reviews)

SAP Customer Data Platform (CDP) is an enterprise-grade, cloud-native data management platform designed to unify customer data scattered across the front office (marketing, sales) and the back office (ERP, supply chain). By integrating transactional and operational data from SAP S/4HANA with interaction data, CDP creates a single, unified, and real-time customer profile. This provides a 360-degree view and allows organizations to segment audiences, fuel hyper-personalized marketing and sales engagements across all touchpoints, and, critically, ensure compliance with global data privacy regulations like GDPR and CCPA.

**Average Rating:** 4.4/5.0

**Total Reviews:** 50

#### How Do G2 Users Rate SAP Customer Data Platform?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 9.1/10 (Category avg: 8.0/10)
- **Data Enrichment:** 9.3/10 (Category avg: 8.6/10)
- **Expandability:** 9.1/10 (Category avg: 8.6/10)

#### Who Is the Company Behind SAP Customer Data Platform?

- **Seller:** [SAP](https://www.g2.com/sellers/sap)
- **Year Founded:** 1972
- **HQ Location:** Walldorf
- **Twitter:** @SAP  
297,052 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8fd712dbd816fadfc039a60dcf8c1a3d6a48469756075586fa0be3da7e4b74d7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsap%2F&secure%5Burl_type%5D=linkedin_company_website)  
141,955 employees on LinkedIn®
- **Ownership:** NYSE:SAP

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 50% Large, 39% Medium

#### What Do G2 Reviewers Say About SAP Customer Data Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **extensive analytical capabilities** of SAP Customer Data Platform, enabling comprehensive data insights and analyses.
- Users value the **seamless omni-channel integration** of SAP Customer Data Platform, enhancing personalized customer engagement across all channels.
- Users find that once familiar, the **ease of use** of SAP Customer Data Platform enhances their experience significantly.
- Users value the **seamless omni-channel integration** of SAP Customer Data Platform, enhancing customer engagement and satisfaction.
- Users find the **simplicity** of SAP Customer Data Platform helpful after an initial learning curve.

##### Cons

- Users find the **complex setup** of SAP Customer Data Platform requires significant IT resources and budget considerations.
- Users find the **implementation and maintenance costs** of SAP Customer Data Platform to be a significant budget constraint.
- Users find **high licensing costs** for SAP Customer Data Platform to be a significant hurdle affecting budget constraints.
- Users find **integration issues** with SAP Customer Data Platform complex, needing significant IT resources and budget considerations.
- Users find the platform has **limited features** , making it feel less familiar and more challenging to use.

#### What Are Recent G2 Reviews of SAP Customer Data Platform?

**["Advanced customer Insights and Analytics"](https://www.g2.com/survey_responses/sap-customer-data-platform-review-8258724)**

**Rating:** 4.0/5.0 stars

_— Bhavesh G._

[Read full review](https://www.g2.com/survey_responses/sap-customer-data-platform-review-8258724)

**["PERFECT CUSTOMER INSIGHTS"](https://www.g2.com/survey_responses/sap-customer-data-platform-review-8131877)**

**Rating:** 5.0/5.0 stars

_— Santosh P._

[Read full review](https://www.g2.com/survey_responses/sap-customer-data-platform-review-8131877)

#### What Are G2 Users Discussing About SAP Customer Data Platform?

- [What is SAP Customer Data Platform used for?](https://www.g2.com/discussions/what-is-sap-customer-data-platform-used-for)

### [mParticle by Rokt](https://www.g2.com/products/mparticle-by-rokt/reviews)

Rokt mParticle is a hybrid customer data platform (CDP) that combines real-time streaming architecture with composable, warehouse-native architecture in a single platform. It is purpose-built for enterprise teams who need both: activating customer data in real time from streaming pipelines and directly from their cloud data warehouse, without rebuilding infrastructure or duplicating data. With hundreds of API-based integrations, Rokt mParticle makes data flow seamlessly across every channel so marketing, product, and data teams can move faster with less hassle. Core capabilities include Customer 360 identity resolution, AI-powered audience segmentation, predictive analytics, and end-to-end data governance with built-in privacy controls. Rokt mParticle connects to 300+ native integrations, routing customer data across marketing, product, and analytics tools without data loss or latency. Global brands including HBO Max, JetBlue, SoFi, Burger King, Chick-fil-A, Spotify, and Klarna use Rokt mParticle to improve identity match rates, grow high-value audiences, lower customer acquisition costs, and drive measurable revenue lift across channels.

**Average Rating:** 4.4/5.0

**Total Reviews:** 175

#### How Do G2 Users Rate mParticle by Rokt?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 7.0/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.2/10 (Category avg: 8.6/10)
- **Expandability:** 8.8/10 (Category avg: 8.6/10)

#### Who Is the Company Behind mParticle by Rokt?

- **Seller:** [ROKT](https://www.g2.com/sellers/rokt)
- **Company Website:** rokt.com
- **Year Founded:** 2012
- **HQ Location:** New York, US
- **Twitter:** @ROKT  
1,134 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2249644d9206e741b9d785c56315be04e5cae169f6cf3fccd339f242a6e43921&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frokt%2F&secure%5Burl_type%5D=linkedin_company_website)  
752 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Product Manager, Data Analyst
- **Top Industries:** Financial Services, Information Technology and Services
- **Company Size:** 53% Medium, 27% Small

#### What Do G2 Reviewers Say About mParticle by Rokt?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of mParticle, simplifying data management and integration across multiple platforms.
- Users appreciate the **organization and analysis of customer data** in mParticle, simplifying data management across platforms.
- Users value the **automation efficiency** of mParticle, simplifying data management and reducing manual effort for customer insights.
- Users value the **collaboration features** of mParticle, effectively organizing data and simplifying audience sharing across platforms.
- Users find it easy to **create and share audiences** using mParticle, benefiting from seamless integrations and excellent support.

##### Cons

- Users struggle with the **complex configuration** of mParticle, finding the learning curve steep and settings difficult to navigate.
- Users face a **steep learning curve** with mParticle, making it challenging for new users to navigate effectively.
- Users struggle with the **complexity issues** of mParticle, finding it challenging to navigate and configure effectively.
- Users struggle with the **steep learning curve** of mParticle, which complicates onboarding and effective usage for new users.
- Users face a **steep learning curve** with mParticle, making it challenging for newcomers to navigate its complexities.

#### What Are Recent G2 Reviews of mParticle by Rokt?

**["A tool that covers all the essentials to enable multi-channel marketing"](https://www.g2.com/survey_responses/mparticle-by-rokt-review-12460934)**

**Rating:** 4.0/5.0 stars

_— Ben D._

[Read full review](https://www.g2.com/survey_responses/mparticle-by-rokt-review-12460934)

**["Love the tool mParticle – but with some troubles"](https://www.g2.com/survey_responses/mparticle-by-rokt-review-12086424)**

**Rating:** 4.0/5.0 stars

_— Ayur M._

[Read full review](https://www.g2.com/survey_responses/mparticle-by-rokt-review-12086424)

#### What Are G2 Users Discussing About mParticle by Rokt?

- [What is Indicative used for?](https://www.g2.com/discussions/what-is-indicative-used-for)
- [What is mParticle used for?](https://www.g2.com/discussions/what-is-mparticle-used-for)

### [Treasure Data Customer Data Platform](https://www.g2.com/products/treasure-data-customer-data-platform/reviews)

Treasure AI moves marketing and data teams beyond legacy martech SaaS toward autonomous, ROI-driven AI agents that operate continuously, while keeping the human in the loop. With built-in governance, Treasure AI is powered by an always-up-to-date understanding of each customer for AI to act on. The result is always-on marketing execution that compounds over time: smarter engagement, stronger retention, and measurable growth. Treasure AI’s agentic experience platform is available across web, mobile, and desktop — bringing your customer intelligence to every workflow, wherever your team works.

**Average Rating:** 4.5/5.0

**Total Reviews:** 158

#### How Do G2 Users Rate Treasure Data Customer Data Platform?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 7.8/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.3/10 (Category avg: 8.6/10)
- **Expandability:** 8.7/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Treasure Data Customer Data Platform?

- **Seller:** [Treasure AI](https://www.g2.com/sellers/treasure-ai)
- **Company Website:** www.treasure.ai
- **Year Founded:** 2011
- **HQ Location:** Mountain View, CA
- **Twitter:** @treasuredata  
7,887 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6d3212c79056a17921ffb71e3d29b6cea8410707daef8cb557570ed7832fd076&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2569123%2F&secure%5Burl_type%5D=linkedin_company_website)  
518 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Engineer
- **Top Industries:** Marketing and Advertising, Food & Beverages
- **Company Size:** 39% Large, 36% Medium

#### What Do G2 Reviewers Say About Treasure Data Customer Data Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **ease of use** of Treasure Data CDP, simplifying integration and daily operational tasks for teams.
- Users praise the **easy integration** of Treasure Data CDP, facilitating swift connections with numerous tools and services.
- Users value the **seamless integrations** of Treasure Data CDP, enhancing data usability across teams and tools.
- Users value the **quick and helpful customer support** from Treasure Data, enhancing their troubleshooting experience globally.
- Users value the **seamless integration with various platforms** , enhancing data usability and collaboration across teams.

##### Cons

- Users find the platform **not user-friendly** without technical expertise, facing a steep learning curve and complex features.
- Users find the platform has a **steep learning curve** , making it complex for non-technical users to navigate.
- Users often find the platform has a **steep learning curve** , making it challenging for non-technical users to navigate.
- Users express concerns over **poor support services** , highlighting delays and lack of satisfying answers from technical support.
- Users find the **costs expensive** , especially with additional add-ons and complicated pricing structures that complicate budgeting.

#### What Are Recent G2 Reviews of Treasure Data Customer Data Platform?

**["Unified Customer Data and Powerful Insights for Teams"](https://www.g2.com/survey_responses/treasure-data-customer-data-platform-review-12181544)**

**Rating:** 4.0/5.0 stars

_— Luca V._

[Read full review](https://www.g2.com/survey_responses/treasure-data-customer-data-platform-review-12181544)

**["Robust Multi-Layer Data Workflow with Powerful Audience Segmentation"](https://www.g2.com/survey_responses/treasure-data-customer-data-platform-review-12941741)**

**Rating:** 5.0/5.0 stars

_— Reetika P._

[Read full review](https://www.g2.com/survey_responses/treasure-data-customer-data-platform-review-12941741)

#### What Are G2 Users Discussing About Treasure Data Customer Data Platform?

- [What is Treasure Data Customer Data Platform used for?](https://www.g2.com/discussions/what-is-treasure-data-customer-data-platform-used-for)
- [How does a customer data platform work?](https://www.g2.com/discussions/how-does-a-customer-data-platform-work) - 1 comment, 1 upvote
- [What is Treasuredata?](https://www.g2.com/discussions/what-is-treasuredata) - 1 comment, 1 upvote
- [What is ARM treasure data?](https://www.g2.com/discussions/what-is-arm-treasure-data) - 1 comment, 1 upvote
- [What does a customer data platform do?](https://www.g2.com/discussions/what-does-a-customer-data-platform-do) - 1 comment, 1 upvote

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[Browse Customer Data Platform (CDP) Themes](/categories/customer-data-platform-cdp/themes)

 ![Alanna Iwuh](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Alanna Iwuh")
A

Researched and written by [Alanna Iwuh](https://research.g2.com/insights/author/alanna-iwuh)

Updated 

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.

Top Tools at a Glance

| 

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Salesforce-native unified customer profile activation

 | 

User Review

"The Ultimate Architecture for Zero-Copy Data Harmonization and AI Grounding"

 |
| 

 | 

Unified CDP with omnichannel journey orchestration

 | 

User Review

"Insider One unifies data and channels with a truly fluid Journey Orchestration"

 |
| 

 | 

Behavior-triggered lifecycle messaging with unified CDP

 | 

User Review

"Powerful Automation with Excellent Personalization Capabilities"

 |
| 

 | 

Omnichannel personalization with unified customer-event data

 | 

User Review

"Bloomreach Still Shines Years Later"

 |
| 

 | 

Real-time customer data unification and audience activation

 | 

User Review

"A Robust Customer Data Platform for Real-Time Data and Personalization"

 |
| 

 | 

Real-time unified profiles with cross-channel activation

 | 

User Review

"Powerful Data Tool with a Steep Learning Curve"

 |
| 

 | 

Ecommerce behavioral data for retention flows

 | 

User Review

"Easy-to-Use Platform for Email Marketing Automation"

 |
| 

 | 

Omnichannel customer data unification with lifecycle automation

 | 

User Review

"Dotdigital: Intuitive, Scalable Marketing Automation with Exceptional Support"

 |
| 

 | 

Post-sales customer health data unification

 | 

User Review

"A Strategic Platform for Scaling Customer Success"

 |
| 

 | 

Omnichannel journey orchestration with unified CDP

 | 

User Review

"5 years, 3 implementations: journey builder and remote segments stood out"

 |

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Show More

* * *

## How Do You Choose the Right Customer Data Platforms (CDP)?

### What You Should Know About Customer Data Platform (CDP) Software

### Customer data platforms buying insights at a glance

[Customer data platforms (CDPs)](https://www.g2.com/categories/customer-data-platform-cdp) help businesses collect, unify, and activate customer data across marketing, sales, service, and analytics functions. CDPs enable centralized customer data management, audience segmentation, real-time engagement, and analytics-driven personalization.

Organizations primarily use customer data platforms to create unified customer profiles, break down data silos, automate customer journeys, and deliver personalized marketing experiences across channels like email, SMS, digital ads, and ecommerce platforms.

Most cdp software follows tiered pricing models based on data volume, number of customer profiles, or usage. Entry-level CDPs typically start at $1,000 to $3,000 per month for core functionality, while mid-market to enterprise solutions range from $5,000 to $20,000 or more per month depending on advanced features, scalability, and support.

If you’re evaluating CDP software, consider your organization’s data complexity, integration needs, pricing flexibility, feature depth, ease of use, and vendor support quality. Essential questions include:

- What is included in your pricing tiers, and how does pricing scale with data growth?
- What onboarding, training, and customer success resources do you provide?
- What pre-built integrations and API capabilities are available?
- How responsive is the vendor’s customer support and technical assistance?
- Does the CDP offer real-time engagement, personalization, or AI-driven recommendations?

G2's top-rated Customer data platforms currently include Insider, Bloomreach, WebEngage, Fullstory, and Planhat.

According to G2’s Customer Data Statistics, 94% of business leaders say understanding customer needs is essential to delivering personalized experiences, and 78% of organizations say data silos are a major challenge—further validating the need for CDPs with specialized capabilities. ([_Source 1_](https://www.g2.com/articles/customer-data-statistics))

### What are customer data platforms?

G2 defines a [customer data platform](https://www.g2.com/categories/customer-data-platform-cdp) as a software system that collects, unifies, and organizes customer data from various sources into a single, centralized database. Its core purpose is to create a real-time, comprehensive view of each customer to help businesses deliver personalized marketing experiences and make data-driven decisions. Unlike traditional databases or marketing tools, CDP software automatically integrates both online and offline data, including first-party data such as website activity, mobile interactions, email engagement, transaction history, and sometimes third-party data from external sources.

Customer data platforms are designed to be used primarily by marketing teams, requiring minimal technical support, and offer the ability to segment customers, track behavior over time, and trigger automated actions based on that behavior. What makes a CDP unique is its ability to continuously update customer profiles as new data becomes available, structuring that information in a way that is actionable, whether for targeting ads, personalizing communications, or analyzing campaign performance.

A CDP is different from a CRM, data warehouse, or [DMP](https://www.g2.com/categories/data-management-platform-dmp). CRMs are generally focused on sales workflows and rely heavily on manual data entry, while CDPs automatically gather and maintain a broader range of behavioral and demographic data. Data warehouses are typically IT-managed systems for storing and querying historical data, lacking the real-time agility and marketing focus defining CDPs. DMPs, on the other hand, are built for advertising and primarily use anonymous third-party data to improve targeting, whereas CDPs focus on identifiable individuals and long-term relationship building.

By pulling together fragmented data from across platforms such as websites, mobile apps, social channels, and offline sources, a CDP empowers marketers to better understand customer journeys, personalize experiences, and drive long-term customer value.

The global customer data platform market is experiencing rapid growth as businesses prioritize unified customer data management and personalized marketing strategies. According to Fortune Business Insights, the CDP market was valued at USD 2.65 billion in 2024 and is projected to grow from USD 3.28 billion in 2025 to USD 12.96 billion by 2032, reflecting a compound annual growth rate (CAGR) of 21.7% during the forecast period. ([_Source 3_](https://www.fortunebusinessinsights.com/industry-reports/customer-data-platform-market-100633))

G2 currently covers 263 CDP products, with 1,521 reviews published in the last 12 months, making it one of the most reviewed and comprehensive software categories on our platform. ([_Source 2_](https://documentation.g2.com/docs/research-scoring-methodologies))

### What are the top reviewed customer data platforms on G2?

Here are the five highest-reviewed CDP products on G2 in this category:

#### 1. [Insider](https://www.g2.com/products/insider/reviews)

- Number of Reviews: 765
- Satisfaction: 100
- Market Presence: 99
- G2 Score: 100

#### 2. [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews)

- Number of Reviews: 463
- Satisfaction: 76
- Market Presence: 93
- G2 Score: 85

#### 3. [WebEngage](https://www.g2.com/products/webengage/reviews)

- Number of Reviews: 174
- Satisfaction: 84
- Market Presence: 70
- G2 Score: 77

#### 4. [Fullstory](https://www.g2.com/products/fullstory/reviews)

- Number of Reviews: 179
- Satisfaction: 74
- Market Presence: 77
- G2 Score: 75

#### 5. [Planhat](https://www.g2.com/products/planhat/reviews)

- Number of Reviews: 312
- Satisfaction: 79
- Market Presence: 64
- G2 Score: 71

These rankings are determined by combining verified user ratings and publicly available web search popularity data:

- The **Satisfaction Score** measures user satisfaction with software products based on user feedback, review quality, quantity, and recency. It helps buyers easily understand how well a product meets user expectations. ([_Source 2_](https://documentation.g2.com/docs/research-scoring-methodologies))
- The **Market Presence Score** measures a product's prominence in its market. It combines data from G2 user reviews and external sources, focusing primarily on product-specific factors to reflect real-world popularity and vendor influence. ([_Source 2_](https://documentation.g2.com/docs/research-scoring-methodologies))
- G2 ranks products using a unique scoring system called the **G2 Score** , calculated from real user reviews, online data, and social signals. This score makes it easy to compare and evaluate different software products within each G2 category. ([_Source 2_](https://documentation.g2.com/docs/research-scoring-methodologies))

### Customer data platform pricing and cost considerations

Customer Data Platform (CDP) pricing can vary widely based on vendor offerings, business size, data volume, and the required features. Most CDPs follow a tiered pricing model, with costs typically scaling based on the number of customer profiles, data processed, or additional features like real-time personalization, advanced analytics, or integrations.

According to G2 data, the average annual price per license for CDPs is approximately _$1,294.70_. Pricing generally ranges from a minimum annual price of _$598.80_ per license to a maximum of _$4,272.00_ per license, depending on the product edition and feature set.

Entry-level CDPs for small to mid-sized businesses often start around _$600 to $1,200 per year_ per license. These plans typically include core features such as data collection, customer segmentation, and basic integrations with marketing tools.

Pricing can increase significantly for mid-market and enterprise-grade organizations, with advanced plans reaching _$4,000 or more per year_ per license. Higher pricing reflects support for larger data volumes, additional users, enhanced privacy and compliance features, AI-powered recommendations, and extensive customization options.

Beyond subscription costs, businesses should consider additional fees such as:

- Data storage overages
- Access to premium analytics or reporting modules
- API usage beyond included limits
- Implementation and onboarding services (which may range from several thousand to tens of thousands of dollars)

When evaluating CDP pricing, it’s important to factor in not only the base subscription fees but also the total cost of ownership. This includes internal resource requirements, training, integration complexity, and potential cost savings from replacing multiple disconnected systems with a unified customer data platform.

### Types of customer data providers on G2

The customer data platform market has matured, leading to the emergence of different types of platforms built for specific use cases. While all CDPs collect and unify customer data, they vary in how much functionality they provide beyond data management. Most fall into one of three categories:

- [Multiple Devices CDPs](https://www.g2.com/categories/customer-data-platform-cdp/f/multiple-devices): Multiple Devices CDPs are built to deliver consistent and personalized customer experiences across any device or channel. They help businesses track customer interactions across smartphones, tablets, desktops, and other connected devices to maintain a unified customer view. This type of CDP is best suited for organizations aiming to create seamless cross-device engagement, ensuring customers receive relevant messaging and experiences no matter how or where they interact with the brand.
- [Marketing Metrics-Focused CDPs](https://www.g2.com/categories/customer-data-platform-cdp/f/marketing-metrics): Marketing Metrics-focused CDPs provide advanced analytics and reporting capabilities that help businesses measure marketing performance and ROI. They enable organizations to track customer engagement, campaign effectiveness, and revenue attribution across multiple channels. This type of CDP is ideal for companies looking to gain deeper insights into their marketing efforts, optimize strategies, and make data-driven decisions while managing customer data in a centralized platform.
- [Recommendation Engine CDPs](https://www.g2.com/categories/customer-data-platform-cdp/f/recommendation-engine): Recommendation Engine CDPs use artificial intelligence and machine learning to deliver personalized content, product recommendations, and next-best actions across customer touchpoints. By analyzing customer behavior, preferences, and purchase history, they help businesses increase engagement and drive conversions. This type of CDP is well-suited for organizations aiming to enhance personalization strategies, improve product discovery, and deliver relevant experiences in real time across marketing channels.
- [Content Marketing CDPs](https://www.g2.com/categories/customer-data-platform-cdp/f/content-marketing): Content Marketing CDPs combine customer data management with content delivery tools to support personalized marketing at scale. They enable businesses to create, manage, and distribute content tailored to customer profiles, behaviors, and preferences. This type of CDP is ideal for organizations focused on automating content-driven campaigns, delivering targeted messaging across multiple channels, and driving customer engagement with personalized, data-informed content experiences.
- **Integration with AI Assistants** : As businesses adopt AI-powered customer service tools, CDPs provide accurate customer profiles and history. This integration enables AI assistants to offer more relevant, efficient, personalized interactions, enhancing overall customer satisfaction.

### Top customer data companies on G2 features rated by G2 reviewers

There is no single best customer data platform for every business. Different CDP features offer unique benefits depending on the organization’s goals, data complexity, and marketing maturity. These features can support users in several ways:

- Data enrichment: Use external data sources to enhance and complete customer profiles.
- Expandability: Add new data sources and adapt to changing data requirements over time.
- Content marketing: Manage and deliver content as part of personalized customer journeys.
- Multiple devices: Deliver consistent, personalized experiences across all customer devices.
- Marketing metrics: Measure the performance and ROI of marketing programs and campaigns.
- Predictive modeling: Forecast customer behaviors and outcomes using statistical models.
- Recommendation engine: Suggest next-best actions or products based on customer data and AI.

### Top CDP benefits identified by G2 reviewers

Effective customer data platform implementation can deliver a range of strategic business benefits, including:

**Ease of Use** : Users often highlight that these CDPs are intuitive and user-friendly, reducing the learning curve.

_“A customer data platform is a very potent, all-in-one platform that functions smoothly like clockwork. It has proven highly capable and effective for us, and we have witnessed consistent growth in CTR using their Smart Recommender.”_ - [Hung Ho, Digital Transformation Executive](https://www.g2.com/products/insider/reviews/insider-review-6920189)

**Data Management** : The ability to collect, unify, and manage customer data efficiently is a standout feature.

_“A customer data platform provides analytics and insights to help businesses understand user behavior, measure the performance of their digital experiences, and make data-driven decisions for optimization and personalization.”_ - [Hlengi Khanyile](https://www.g2.com/products/bloomreach-bloomreach/reviews/bloomreach-review-9184260)

**Personalization Capabilities:** Many users mention strong functionality around segmentation and delivering personalized customer experiences.

_“We send personalized notifications and messages that match each user’s interests and activity. This helps us keep users returning to the app by offering them exactly what they’re looking for. Personalization has made our connection with users stronger and more meaningful.”_ - [Sanjeev Arora, SDE - 1](https://www.g2.com/products/webengage/reviews/webengage-review-10487589)

**Automation** : Automating campaigns and data flows is frequently seen as a time-saver and a key value driver.

_“The customer portals are invaluable for tracking onboarding objectives with customers, keeping everyone aligned. Its robust automation capabilities allow us to create a wide range of alerts based on real-time data, ensuring we never miss critical updates.”_ - [Rocky Radu, Sr. Operations Engineer](http://ws/planhat-review-10533063)

**Customer Support** : Reviewers appreciate responsive and helpful support teams.

_“While the application is intuitive, there are a lot of hidden tricks and tips. Whenever I go to my support team with the question I'm trying to answer, they do everything they can to help me answer that question.”_ - [Tim Oliver, Product Director - Analytics & Data Science](https://www.g2.com/products/fullstory/reviews/fullstory-review-9719408)

### Top customer data platform challenges identified by G2 reviewers

Implementing a customer data software can drive significant marketing and operational value, but G2 user reviews highlight several common challenges that organizations may encounter. These challenges often relate to pricing, complexity, data integration, feature limitations, and support quality. Below are the most frequently reported hurdles, along with key questions to ask vendors and practical advice to address them:

**1. Pricing and cost complexity:** Reviewers frequently mention that CDP software can involve high costs, especially for advanced features, data volume, or enterprise-level use cases. Unclear pricing models or additional costs for integrations and support can be a barrier.

- **Essential questions to ask your CDP vendor** : What is included in your pricing tiers? Are there extra costs for data storage, API access, or integrations? How do costs scale with increasing customer profiles or data usage?
- **How to overcome the challenge** : Look for transparent pricing models that clearly outline what is included. Choose vendors that offer flexible, scalable pricing options aligned with your data needs and growth plans.

**2. Data complexity and steep learning curve:** Customer data platforms often require technical expertise to implement and operate effectively. Users report challenges managing data integration, identity resolution, and advanced segmentation features, especially without dedicated support.

- **Essential questions to ask your CDP vendor** : What onboarding, training, and documentation do you provide? Is your platform designed for marketers, or will technical teams need to be heavily involved? What customer success resources are available?
- **How to overcome the challenge** : Select CDPs that emphasize ease of use, intuitive interfaces, and strong customer enablement programs. Ensure that adequate training resources are available for both technical and non-technical users.

**3. Limited or underdeveloped features:** Many users cite missing features, lack of customization, or limitations in reporting and analytics tools as pain points that hinder their ability to fully leverage the CDP.

- **Essential questions to ask your CDP vendor** : What are your platform’s current core features, and how mature are they? Can you provide a product roadmap or outline of upcoming features? Are there limitations or known gaps in key areas like reporting, integrations, or personalization?
- **How to overcome the challenge** : Select a CDP vendor that is transparent about its product capabilities and development roadmap. During evaluation, prioritize platforms that actively engage with customer feedback and release regular feature updates. Consider whether the available features align with your highest-priority use cases, and avoid over-investing in platforms that require long wait times for critical functionality.

**4. Customer support quality:** Reviewers frequently note slow response times or inadequate assistance when solving technical issues, which negatively impacts their experience with the product.

- **Essential questions to ask your CDP vendor** : What support channels do you offer, such as email, live chat, phone, or dedicated account managers? What is your average response time for support inquiries? Do you provide guaranteed service levels through Service Level Agreements (SLAs)? What resources do you offer for onboarding, training, and ongoing customer success support?
- **How to overcome the challenge** : Evaluate CDP vendors based on proven customer support performance. Look for platforms with responsive, multi-channel support and clearly defined SLAs. Prioritize vendors that offer proactive customer success programs, training resources, and dedicated support contacts to ensure your team receives guidance during implementation and ongoing use.

**5. Data integration complexity:** Many users report difficulties integrating their CDP with existing tools, systems, and data sources. Challenges include limited pre-built connectors, complex API configurations, custom integration requirements, and inconsistent data formatting across platforms. Without seamless integration, a CDP’s ability to unify customer data and deliver insights is significantly reduced.

- **Essential questions to ask your CDP vendor** : What pre-built integrations do you offer with common tools like CRMs, marketing automation platforms, e-commerce systems, and analytics tools? How flexible is your API, and what technical resources are required for custom integrations? Do you provide support or services to help with integration setup and troubleshooting? How do you ensure data accuracy and consistency across connected systems?
- **How to overcome the challenge** : Prioritize CDPs that offer a wide range of pre-built integrations with your existing tools. Confirm that the platform provides clear API documentation, integration support, and technical resources to streamline setup. Engage internal IT teams early in the evaluation process to assess technical compatibility and avoid unexpected complexity during implementation.

### What are customer data platforms used for?

Customer Data Platforms (CDPs) are primarily used to unify customer data, improve marketing performance, and deliver personalized customer experiences. According to G2 reviewers, businesses rely on CDPs to collect and manage customer data from multiple sources and create a single, comprehensive customer view.

Common use cases include improving customer engagement, enabling personalized marketing campaigns, and optimizing customer journeys across channels. Many businesses use CDPs to track customer behavior, automate campaign delivery, and segment audiences for targeted messaging. CDPs also support reporting, real-time analytics, and help teams make data-driven decisions.

Reviewers frequently mention that CDPs help break down data silos, connect online and offline customer interactions, and increase operational efficiency in marketing, sales, and customer service teams.

### Who uses customer data platforms?

Customer data platform solutions are used by businesses to unify customer data, personalize marketing, and improve customer engagement across teams and channels.

- **Marketing teams** : Use CDPs to unify customer data, segment audiences, and personalize campaigns across channels.
- **Sales teams** : Access real-time customer profiles to identify leads, track activity, and deliver personalized outreach.
- **Customer experience teams** : Leverage CDPs to track customer interactions and provide consistent, personalized support.
- **Data and analytics teams** : Use CDPs to collect, analyze, and report on customer data from multiple sources.
- **Ecommerce and retail businesses** : Rely on CDPs to power personalized product recommendations and optimize customer journeys.
- **B2B and B2C companies** : Use CDPs to understand customer behavior, drive engagement, and improve marketing performance.

### Common customer data platform integrations

Customer data platforms integrate with a wide range of tools to collect, unify, and activate customer data across systems. Common integrations include:

- [CRM systems](https://www.g2.com/categories/crm): Connect customer relationship management tools to sync contact data, sales activity, and customer interactions.
- [Marketing automation platforms](https://www.g2.com/categories/marketing-automation): Integrate with email marketing, SMS, and campaign tools to deliver personalized messaging.
- [E-Commerce platforms](https://www.g2.com/categories/e-commerce-platforms): Sync product data, purchase history, and customer behavior from online stores.
- **Advertising platforms** : Connect with ad networks and social media channels to optimize audience targeting and ad personalization.
- [Analytics](https://www.g2.com/categories/analytics-platforms) **and** [BI tools](https://www.g2.com/categories/embedded-business-intelligence): Feed unified customer data into reporting platforms for deeper analysis and insights.
- [Data warehouses](https://www.g2.com/categories/data-warehouse) **and** [cloud storage](https://www.g2.com/categories/cloud-file-storage): Integrate with cloud data systems to centralize large volumes of structured and unstructured data.
- **Customer support tools** : Connect customer service platforms to provide personalized support based on complete customer profiles.

### **Software and services related to customer data platforms**

1. [Data warehouses](https://www.g2.com/categories/data-warehouse) store large volumes of integrated business data for reporting and analytics. Managed by IT teams, they focus on cross-departmental data rather than marketing-specific customer profiles.
2. [Data Management Platforms (DMP)](https://www.g2.com/categories/data-management-platform-dmp) collect third-party, cookie-based data for audience targeting and digital advertising. Unlike CDPs, DMPs focus on anonymous data and short-term storage for ad campaigns.
3. [CRM software](https://www.g2.com/categories/crm) store customer contact details, sales activity, and interaction history. While CRMs manage known customer records, CDPs unify data from all channels to create a complete customer view for marketing personalization.

### Future of customer data platforms

The future of customer data platforms will focus on deeper AI-driven personalization, stronger real-time data processing, expanded privacy and compliance features, and increased integration with emerging technologies to help businesses deliver more connected, predictive, and privacy-first customer experiences.

1. **AI-Powered Personalization** : CDPs are increasingly integrating artificial intelligence and machine learning to deliver hyper-personalized customer experiences in real time. By analyzing behavioral signals and customer preferences, businesses can tailor content, offers, and journeys dynamically. ​
2. **Real-Time Data Activation** : The growing demand for agility and responsiveness is driving CDPs to process and activate customer data instantly. Real-time decision-making helps brands respond to customer behavior as it happens, enhancing engagement and satisfaction. ​
3. **Privacy-First Data Collaboration** : With increasing data privacy regulations, CDPs are adopting technologies like data clean rooms that allow companies to analyze shared data sets without exposing personally identifiable information. This approach protects user privacy while maintaining valuable insights. ​
4. **Cross-Channel Customer Engagement** : CDPs are expanding beyond traditional marketing use cases, enabling personalized engagement across a growing number of touchpoints, including mobile apps, social media, e-commerce, and customer service platforms. This holistic approach ensures consistent messaging and experiences across all customer interactions. ​
5. **Integration with AI Assistants** : As businesses adopt AI-powered customer service tools, CDPs play a crucial role in providing accurate customer profiles and history. This integration enables AI assistants to offer more relevant, efficient, and personalized interactions, enhancing overall customer satisfaction. ([_Source 4_](https://www.cdpinstitute.org/news/customer-data-platform-growth-shifts-to-new-markets-cdp-institute-report/))

### Customer Data Platform (CDP) FAQs

#### What are customer data platforms?

A customer data platform, or CDP, is software that collects customer data from multiple sources such as websites, mobile apps, CRMs, email tools, and advertising platforms, then unifies it into a single, centralized customer profile. The goal of a CDP is to create a complete view of each customer by connecting identity and behavior across channels, even when data is fragmented. 

CDPs help teams segment audiences, personalize experiences, and activate customer data in other systems, such as [marketing automation](https://www.g2.com/categories/marketing-automation), [analytics](https://www.g2.com/categories/analytics-platforms), and [ad platforms](https://www.g2.com/categories/digital-advertising-tech), making them a foundational tool for customer-centric marketing and engagement.

#### CDP vs CRM: what are the differences?

The main difference between a CDP and a CRM is the type of data they manage and how that data is used. A [CRM](https://www.g2.com/categories/crm) is designed mainly for sales and customer service teams to manage relationships with known contacts by tracking communication history, storing contact and account details, and supporting pipeline workflows. 

A CDP is designed to unify both known and anonymous data across many systems, including real-time behavioral signals, and turn it into continuously updated customer profiles. While CRMs focus on relationship management and revenue workflows, CDPs focus on data unification, identity resolution, audience building, and activation for personalization and marketing performance. Many companies use both together, with CDPs enriching the CRM and improving targeting and customer engagement.

#### What is the best customer data platform?

There is no single best customer data platform for every business because the right choice depends on your goals, data complexity, customer journey, and existing tech stack. The best CDPs typically excel at unifying customer data across channels, accurately resolving customer identities, enabling real-time segmentation and activation, integrating smoothly with other tools, and supporting both privacy and governance requirements. 

A reliable way to evaluate the best CDP for your needs is to compare platforms based on verified user reviews, feature fit, and performance for companies of a similar size and industry. On G2, the leading CDPs are identified using verified customer feedback and satisfaction signals, which helps buyers see which tools perform best in real-world use cases.

The best CDP software are [Salesforce Data 360 (formerly Data Cloud)](https://www.g2.com/products/salesforce-data-360-formerly-data-cloud/reviews), [Insider One](https://www.g2.com/products/insider-one/reviews), and [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews).

### Sources

1. [50+ Customer Data Statistics for Successful Marketing Plans](https://www.g2.com/articles/customer-data-statistics), G2
2. G2 reviews data: G2 reviews are sourced from verified software users and factor in satisfaction ratings, market presence, and real-time popularity data. Rankings in this guide are based on an analysis of G2 user reviews published within the last 12 months. For more details, read [G2’s full scoring methodology](https://documentation.g2.com/docs/research-scoring-methodologies).
3. [Customer Data Platform Market Size, Share & Industry Analysis](https://www.fortunebusinessinsights.com/industry-reports/customer-data-platform-market-100633), Fortune Business Insights
4. [Customer Data Platform Growth Shifts to New Markets](https://www.cdpinstitute.org/news/customer-data-platform-growth-shifts-to-new-markets-cdp-institute-report/), CDP Institute