# Best Customer Data Platforms (CDP) with Marketing Metrics Capabilities

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

**Total Products under this Category:** 296

### Category Stats (Aug 2026)

- **Average Rating:** 4.46/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Stibo Systems MDM (+1.38%) - Among all products in this category, Stibo Systems MDM recorded the largest rating increase compared to last month

_Last updated: August 01, 2026_

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

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

- 30 Analysts and Data Experts
- 26,900+ Authentic Reviews
- 296+ 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=18316&focus%5B%5D=19103&focus%5B%5D=54136&focus%5B%5D=1393260&focus%5B%5D=22329&focus%5B%5D=1759)

Highlighted products: Salesforce Data 360 (formerly Data Cloud), Insider One, Customer.io, Bloomreach, Tealium, Adobe Real-Time CDP, Klaviyo, and Dotdigital.

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=customer-io&focus%5B%5D=bloomreach-bloomreach&focus%5B%5D=tealium-2026-07-21&focus%5B%5D=adobe-real-time-cdp&focus%5B%5D=klaviyo&focus%5B%5D=dotdigital)

**Sponsored**

### Apollo.io

Apollo.io is an AI-powered go-to-market (GTM) platform that helps revenue teams find, engage, and manage B2B buyers across the entire sales cycle. Apollo.io is the company behind the industry’s first fully agentic GTM platform, transforming how revenue teams execute. Going beyond automation, Apollo’s intelligent agents actively drive results across the entire sales funnel – from prospecting to deal management – all in one place. Trusted by millions of users and hundreds of thousands of companies – including Anthropic, Autodesk, and Docusign – Apollo is making world-class go-to-market simple, intelligent, and accessible for all. Apollo serves sales development representatives, account executives, sales leaders, revenue operations, and marketing teams at B2B organizations of various sizes. Teams use Apollo to build and maintain target account lists, orchestrate outbound and inbound motions, manage opportunities, and understand which activities lead to qualified pipeline and closed revenue. Key capabilities include: Data and targeting: Access to a large B2B database with company and contact details, including firmographic, technographic, and buyer signal data, so users can define ideal customer profiles and create precise segments for outreach. Prospecting and enrichment: Tools to search, filter, and save prospect lists, plus enrichment workflows that keep contact and account records up to date in Apollo and connected systems such as CRM. Sales engagement: Multi-step, multi-channel sequences for email, calls, and tasks that standardize how reps follow up with prospects, with controls for timing, throttling, and deliverability. Agentic and AI-assisted workflows: Intelligent agents and AI features that help with account research, lead scoring, message generation, and next-step recommendations so reps can prioritize and personalize at scale. Deal and activity management: Basic CRM-style functionality for tracking opportunities, stages, activities, and notes, giving teams a single view of pipeline health and sales performance. By combining data, engagement, and deal execution in one platform, Apollo is designed to reduce the number of disconnected tools in a typical GTM stack and provide a consistent workflow for building pipeline and managing deals. This helps organizations improve data quality, increase seller productivity, and run more structured, measurable go-to-market programs.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1202&secure%5Bchosen_at%5D=2026-08-03T18%3A13%3A02Z&secure%5Bdisplayable_resource_id%5D=628&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=19743&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=19743&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%2Ff%2Fmarketing-metrics%3Fopen_modal_url%3D%252Fproducts%252Fblueshift%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fcustomer-data-platform-cdp%25252Ff%25252Fmarketing-metrics%2526source%253Dcategory&secure%5Btoken%5D=6203dc7d859025571bed024e3815f2c5923d473829cba6d5f18075727a5c0603&secure%5Burl%5D=https%3A%2F%2Fwww.apollo.io%2Fdemo%3Futm_source%3Dg2%26utm_medium%3Dcpc%26utm_campaign%3DG2Clicks%26utm_content%3Dtopic%26utm_term%3Doutboundcalltracking&secure%5Burl_type%5D=custom_url)

### [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:** 1,397

#### 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?

**["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)

**["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)

#### 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

### [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 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)

**["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)

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

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

### [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)

### [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?

**["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)

**["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)

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

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

### [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews)

Twilio Segment is the world’s leading Customer Data Platform (CDP). Our platform provides companies with the data foundation that they need to put their customers at the heart of every decision. Using Segment, companies can collect, unify and route their customer data into any system where it’s needed to better understand their customers and create seamless, compelling experiences in real-time. Thousands of companies, including Intuit, FOX, Instacart, and Levi’s use Segment to make real-time decisions, accelerate growth and deliver world-class customer experiences. For more information, visit https://segment.com.

**Average Rating:** 4.5/5.0

**Total Reviews:** 556

#### How Do G2 Users Rate Twilio Segment?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 6.9/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.5/10 (Category avg: 8.6/10)
- **Expandability:** 8.7/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Twilio Segment?

- **Seller:** [Twilio](https://www.g2.com/sellers/twilio)
- **Year Founded:** 2008
- **HQ Location:** San Francisco, CA
- **Twitter:** @twilio  
81,644 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3c9f98055e4a813ded4435e17926040455f87f0f05caa8b1303fd97ab3681e53&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftwilio-inc-%2F&secure%5Burl_type%5D=linkedin_company_website)  
6,678 employees on LinkedIn®
- **Ownership:** NYSE: TWLO

#### Who Uses This Product?

- **Who Uses This:** Product Manager, Software Engineer
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 47% Medium, 42% Small

#### What Do G2 Reviewers Say About Twilio Segment?

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **easy integration** with multiple platforms, enabling seamless data transfer without engineering effort.
- Users appreciate the **easy integrations** with various platforms, simplifying data sharing without needing engineering skills.
- Users appreciate the **ease of use** of Twilio Segment, with straightforward setup and seamless integration of data sources.
- Users appreciate the **easy setup** of Twilio Segment, making integration with multiple data sources straightforward and efficient.
- Users value the **seamless integration capabilities** of Twilio Segment, simplifying data connectivity across multiple platforms.

##### Cons

- Users feel that Twilio Segment is **expensive** , particularly regarding implementation and ongoing costs, making it hard to recommend.
- Users find the **pricing issues** of Twilio Segment a significant barrier, especially with the high costs involved.
- Users face a **high learning curve** with Twilio Segment, complicating implementation and causing long-term challenges.
- Users express frustration over **poor customer support** and a steep learning curve, hindering their overall experience with Segment.
- Users face challenges due to **poor interface design** , impacting reporting, audience creation, and overall usability of Segment.

#### What Are Recent G2 Reviews of Twilio Segment?

**["Super Clean Interface for Easy Third-Party Script Management"](https://www.g2.com/survey_responses/twilio-segment-review-12470532)**

**Rating:** 4.0/5.0 stars

_— Tim C._

[Read full review](https://www.g2.com/survey_responses/twilio-segment-review-12470532)

**["Rock-Solid Reliability, Great Integrations, and Excellent Support"](https://www.g2.com/survey_responses/twilio-segment-review-12156555)**

**Rating:** 5.0/5.0 stars

_— André F._

[Read full review](https://www.g2.com/survey_responses/twilio-segment-review-12156555)

#### What Are G2 Users Discussing About Twilio Segment?

- [What is Segment used for?](https://www.g2.com/discussions/segment-what-is-segment-used-for) - 1 comment
- [Is segment an ETL tool?](https://www.g2.com/discussions/is-segment-an-etl-tool) - 1 comment
- [What is segment used for?](https://www.g2.com/discussions/what-is-segment-used-for) - 1 comment
- [What is segment platform?](https://www.g2.com/discussions/what-is-segment-platform)
- [What is segment software?](https://www.g2.com/discussions/what-is-segment-software)

### [D&B Rev.Up ABX](https://www.g2.com/products/dnbrevupabx/reviews)

D&B Rev.Up ABX is an open RevTech platform designed to help marketing and sales teams grown revenue by consolidating accounts, contacts, campaigns, and sales plays. With D&B Rev.Up ABX, you get the power to: •Learn: with a full view of buyers and customers, better understand their behavior, their journeys, and when they're likely to buy •Target: With AI-driven insights, prioritize the audiences most likely to buy - or customers at risk of leaving •Engage: Turn on and run personalized, data-backed campaigns in the channels where your buyers and customers are most likely to respond •Win: Uncover all of the points in your buyers' journeys where they're likely to engage to help your team reach them at the right times - and get through the door first

**Average Rating:** 4.4/5.0

**Total Reviews:** 109

#### How Do G2 Users Rate D&B Rev.Up ABX?

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 8.3/10 (Category avg: 8.0/10)
- **Data Enrichment:** 9.4/10 (Category avg: 8.6/10)
- **Expandability:** 8.9/10 (Category avg: 8.6/10)

#### Who Is the Company Behind D&B Rev.Up ABX?

- **Seller:** [Dun & Bradstreet](https://www.g2.com/sellers/dun-bradstreet)
- **HQ Location:** Short Hills, NJ
- **Twitter:** @DunBradstreet  
22,541 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=20afd0d2cd48d50cc271386179ca16404da5c8da48609b5c3528ba607428f128&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2385%2F&secure%5Burl_type%5D=linkedin_company_website)  
5,747 employees on LinkedIn®
- **Ownership:** NYSE: DNB
- **Total Revenue (USD mm):** $1,738

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 40% Medium, 32% Small

#### What Do G2 Reviewers Say About D&B Rev.Up ABX?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **comprehensive analytics** of D&B Rev.Up ABX, enhancing targeted marketing and multi-channel engagement significantly.
- Users value the **effective audience targeting** of D&B Rev.Up ABX, enhancing personalized marketing and engagement strategies.
- Users praise the **data accuracy** of D&B Rev.Up ABX, enhancing targeted marketing with rich insights from a vast database.
- Users value the **comprehensive access to business data** , enhancing their marketing targeting and personalization efforts effectively.
- Users value the **effective targeting capabilities** of D&B Rev.Up ABX, enhancing personalized marketing efforts and campaign segmentation.

##### Cons

- Users experience **slow performance** , leading to frustration with real-time insights and engagement tracking limitations.
- Users face **integration issues** with D&B Rev.Up ABX, lacking real-time insights and automated workflows crucial for effectiveness.
- Users find the **learning curve challenging** , particularly for those new to account-based marketing and setup complexity.
- Users find the **steep learning curve** challenging, making it difficult for new users to understand the system effectively.
- Users find the **automation difficult** , lacking real-time insights crucial for effective engagement tracking and user journey monitoring.

#### What Are Recent G2 Reviews of D&B Rev.Up ABX?

**["Cuts Through the Noise with Analytics-Based Targeting"](https://www.g2.com/survey_responses/d-b-rev-up-abx-review-12778511)**

**Rating:** 4.5/5.0 stars

_— ISHAN P._

[Read full review](https://www.g2.com/survey_responses/d-b-rev-up-abx-review-12778511)

**["Review for D&B Rev.UP ABX"](https://www.g2.com/survey_responses/d-b-rev-up-abx-review-9405710)**

**Rating:** 4.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/d-b-rev-up-abx-review-9405710)

#### What Are G2 Users Discussing About D&B Rev.Up ABX?

- [What is D&B Rev.Up ABX used for?](https://www.g2.com/discussions/what-is-d-b-rev-up-abx-used-for)

### [Manago AI](https://www.g2.com/products/manago-ai/reviews)

Manago AI is a Customer Engagement Platform that helps marketers connect their data, understand every customer, communicate on every channel and drive results. Trusted by 2,000+ brands, Manago AI gives marketers the speed, clarity and confidence to move from idea to live campaign in minutes across email, SMS, WhatsApp and web. No technical resource required.

**Average Rating:** 4.4/5.0

**Total Reviews:** 300

#### How Do G2 Users Rate Manago AI?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 8.2/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.4/10 (Category avg: 8.6/10)
- **Expandability:** 8.6/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Manago AI?

- **Seller:** [Manago AI](https://www.g2.com/sellers/manago-ai)
- **Year Founded:** 2011
- **HQ Location:** Kraków, PL
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8eb345398120d398ea4bb930e0425b463c76b02cc38f5653c365788bd66d2dc0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F5134015%2F&secure%5Burl_type%5D=linkedin_company_website)  
347 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Marketing Automation Specialist, Marketing Specialist
- **Top Industries:** Marketing and Advertising, Retail
- **Company Size:** 56% Small, 36% Medium

#### What Do G2 Reviewers Say About Manago AI?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **flexibility and adaptability** of Manago AI, enabling customized solutions for their marketing automation needs.
- Users appreciate the **automation efficiency** of SALESmanago, enabling custom integrations and enhanced marketing capabilities seamlessly.
- Users commend the **excellent customer support** from SALESmanago, noting responsiveness and helpfulness throughout their partnership.
- Users commend the **advanced campaign automation and seamless Salesforce integration** , enhancing their marketing strategy effectively.
- Users appreciate the **intuitive email builder** in SALESmanago, greatly enhancing customer communication and automation efficiency.

##### Cons

- Users experience a **steep learning curve** with Manago AI, requiring time and effort to achieve optimal setup.
- Users find the **interface not intuitive** , making it challenging to navigate and utilize all features effectively.
- Users find some aspects of the platform to be **complex and user-unfriendly** , affecting overall usability and function access.
- Users find the **complexity** of Manago AI challenging, as not all functions are easily accessible or user-friendly.
- Users report **feature issues** including limited SMS integration and difficult navigation for less frequently used tools.

#### What Are Recent G2 Reviews of Manago AI?

**["Intuitive, Feature-Rich Newsletter Builder with Reliable Automations and Great Support"](https://www.g2.com/survey_responses/manago-ai-review-12970320)**

**Rating:** 4.0/5.0 stars

_— Paulina ._

[Read full review](https://www.g2.com/survey_responses/manago-ai-review-12970320)

**["A solid platform for marketing automation"](https://www.g2.com/survey_responses/manago-ai-review-13135615)**

**Rating:** 5.0/5.0 stars

_— Martyna K._

[Read full review](https://www.g2.com/survey_responses/manago-ai-review-13135615)

#### What Are G2 Users Discussing About Manago AI?

- [What is SALESmanago used for?](https://www.g2.com/discussions/what-is-salesmanago-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

### [CaliberMind](https://www.g2.com/products/calibermind/reviews)

CaliberMind is the GTM Intelligence and Multi-Touch Attribution platform for enterprise marketers seeking to make data-driven decisions. The platform solves the critical challenge of fragmented and siloed data by unifying disconnected marketing and sales engagement signals into a single, reliable view of the buyer journey. By connecting prospect activities directly to outcomes, CaliberMind delivers a complete picture of go-to-market performance attributing it to the hard unit of measure that business cares about - the revenue dollars. Our AI-assisted reporting features leverage this unified data foundation to streamline creation of role-based dashboards and aggregation of buyer journey summaries, turning data chaos into clear, actionable insights. This empowers marketing teams to confidently prove their impact, optimize campaign performance, and shift their focus from manual reporting to making the strategic decisions that drive predictable revenue. We help Marketing Operations, Sales Operations and Revenue Operations Teams to Deploy Analytics and Custom Reporting At Scale. The era of spreadsheet scrambles, ad-hoc report pulls, and data guesswork that takes days is over. MOps teams shouldn’t be buried in tickets and manual rework — and Marketing leadership shouldn’t have to wait for their reports and then wonder if the numbers are right. CaliberMind helps you solve for both: Our dashboards deliver executive-ready insights, powered by harmonized data — no stitching, no second-guessing. Say goodbye to double-counting, under-reporting, and data wrangling. Say hello to “give me five minutes to check that.”

**Average Rating:** 4.5/5.0

**Total Reviews:** 193

#### How Do G2 Users Rate CaliberMind?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 7.9/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.7/10 (Category avg: 8.6/10)
- **Expandability:** 8.8/10 (Category avg: 8.6/10)

#### Who Is the Company Behind CaliberMind?

- **Seller:** [CaliberMind](https://www.g2.com/sellers/calibermind)
- **Company Website:** www.CaliberMind.com
- **Year Founded:** 2016
- **HQ Location:** Boulder, CO
- **Twitter:** @calibermind  
640 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=39de4aa31da2664bc9b049102db2c55a3b96e5d45ce1f98018c2526ea5578dfe&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F6439916%2F&secure%5Burl_type%5D=linkedin_company_website)  
32 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Account Executive
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 48% Medium, 45% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **ease of use** of CaliberMind, appreciating its straightforward setup and flexible reporting capabilities.
- Users value the **clarity and flexibility in data insights** provided by CaliberMind, enhancing their marketing and sales strategies.
- Users praise CaliberMind for its **attribution accuracy** , enabling clear insights into marketing effectiveness and campaign performance.
- Users value the **responsive customer support** of CaliberMind, praising their efficient solutions and proactive communication.
- Users value the **remarkable analytics capabilities** of CaliberMind, enabling deep insights into campaign performance and engagement.

##### Cons

- Users face a **steep learning curve** with CaliberMind, making setup and maintenance challenging for new marketers.
- Users find the **complexity of data sharing and organization** a challenge, impacting their overall experience with CaliberMind.
- Users face a **steep learning curve** with CaliberMind, especially impacting junior marketers and data nuances.
- Users find **limitations in engagement options** and desire improved organization, faster loading, and fewer unnecessary functions.
- Users find CaliberMind to have a **not intuitive** setup process, complicating effective use and real-time data access.

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

**["Highly Customizable but Needs Improved Onboarding"](https://www.g2.com/survey_responses/calibermind-review-5378281)**

**Rating:** 5.0/5.0 stars

_— Verified User in Financial Services_

[Read full review](https://www.g2.com/survey_responses/calibermind-review-5378281)

**["Clear Multi-Channel Revenue Impact Insights in One UI"](https://www.g2.com/survey_responses/calibermind-review-12706399)**

**Rating:** 4.5/5.0 stars

_— Kaitlyn H._

[Read full review](https://www.g2.com/survey_responses/calibermind-review-12706399)

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

- [How do you use Calibermind?](https://www.g2.com/discussions/how-do-you-use-calibermind)
- [What is the use of Calibermind?](https://www.g2.com/discussions/what-is-the-use-of-calibermind) - 1 comment
- [What is Leadspace?](https://www.g2.com/discussions/what-is-leadspace)
- [What does CaliberMind do?](https://www.g2.com/discussions/what-does-calibermind-do) - 1 comment

### [Kizen](https://www.g2.com/products/kizen/reviews)

Kizen is a leading AI platform for the future of work, redefining how people and AI seamlessly move and improve as one. Founded on the principle that technology should make work more meaningful, Kizen creates AI systems and assistants that learn, adapt, and improve over time, just like the people who use them. Today, Kizen powers millions of mission-critical experiences for leading organizations in highly regulated industries like insurance, healthcare, and financial services. We help companies realize the AI opportunity by delivering production-ready AI assistants for their teams. It molds to your unique business set-up and keeps your teams in charge and performing at their best. The result: up to 4-8x productivity and climbing across regulated fields.

**Average Rating:** 4.4/5.0

**Total Reviews:** 32

#### How Do G2 Users Rate Kizen?

- **Has the product been a good partner in doing business?:** 9.9/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 7.2/10 (Category avg: 8.0/10)
- **Data Enrichment:** 6.3/10 (Category avg: 8.6/10)
- **Expandability:** 7.5/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Kizen?

- **Seller:** [KIZEN](https://www.g2.com/sellers/kizen)
- **Year Founded:** 2018
- **HQ Location:** Austin, Texas
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6c2244e4e1eea36e72bcbb0e0a2c00a426f6c74df20ff6c4648fb3857e3361e2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F27108240%2F&secure%5Burl_type%5D=linkedin_company_website)  
91 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising
- **Company Size:** 54% Small, 31% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** in Kizen, which simplifies workflow automation and centralizes essential customer data effortlessly.
- Users value the **seamless automation** capabilities of Kizen, enhancing workflow efficiency and simplifying customer engagement processes.
- Users appreciate Kizen's **automation efficiency** , streamlining workflows and centralizing customer data for enhanced productivity.
- Users appreciate the **automation features** of Kizen, which streamline workflows and reduce manual workloads effectively.
- Users value the **powerful automation features** of Kizen that simplify workflows and improve overall efficiency.

##### Cons

- Users find the **advanced configurations limiting** and struggle with making deeper adjustments effectively.
- Users find the **limited native integrations** with third-party tools hinder their desired seamless workflow.
- Users feel that **access restrictions** in Kizen limit advanced configurations, making deeper adjustments difficult and frustrating.
- Users find the **complex features** of Kizen can be limiting and challenging to navigate for deeper adjustments.
- Users find **feature limitations** in Kizen, making advanced configurations and deeper adjustments challenging to implement.

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

**["All-in-One CRM That Keeps Sales, Contacts, and Follow-Ups Organized"](https://www.g2.com/survey_responses/kizen-review-12727389)**

**Rating:** 4.0/5.0 stars

_— Nicole A._

[Read full review](https://www.g2.com/survey_responses/kizen-review-12727389)

**["Intuitive, High-Performance Automation With Seamless Integrations"](https://www.g2.com/survey_responses/kizen-review-12785032)**

**Rating:** 4.5/5.0 stars

_— talha a._

[Read full review](https://www.g2.com/survey_responses/kizen-review-12785032)

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

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

### [Openprise](https://www.g2.com/products/openprise/reviews)

Openprise makes your GTM data smarter with AI and automation. As the only data and AI orchestration platform built for modern go-to-market teams, Openprise automates your processes, unifies your data silos, and consolidates point solutions so Ops leaders can build smarter GTM data — your data, your way, your timeline. Fortune 500 companies and high-growth enterprises alike rely on Openprise and its partner ecosystem to unlock cleaner data, more efficient operations, and AI-ready pipelines. See how Openprise makes your GTM data smarter at www.openprisetech.com and follow us on LinkedIn. For more information, please visit www.openprisetech.com.

**Average Rating:** 4.9/5.0

**Total Reviews:** 63

#### How Do G2 Users Rate Openprise?

- **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 8.3/10 (Category avg: 8.0/10)
- **Data Enrichment:** 9.8/10 (Category avg: 8.6/10)
- **Expandability:** 10.0/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Openprise?

- **Seller:** [Openprise](https://www.g2.com/sellers/openprise)
- **Year Founded:** 2014
- **HQ Location:** San Mateo, US
- **Twitter:** @openprisetech  
3,573 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5a06d53d5b41c29b500284c2751e01fba08bff4013b283d4b99ce3715191b4b8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3526047%2F&secure%5Burl_type%5D=linkedin_company_website)  
125 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 59% Large, 34% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **booking efficiency** of Openprise due to its advanced database and flexible lead routing options.
- Users value Openprise for its **strong database and flexible lead routing options** , enhancing their data management capabilities.
- Users value the **robust database and flexible lead routing options** of Openprise, enhancing data management efficiency.
- Users value the **flexible options** in Openprise for complex lead routing and robust database management.
- Users value the **strong database and flexible lead routing options** of Openprise, enhancing their lead generation capabilities.

##### Cons

- Users find the **navigation and configuration difficult** , indicating a need for improvements in the Openprise UI.

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

**["Great Tool, Even Better Implementation and Support Teams!"](https://www.g2.com/survey_responses/openprise-review-5210577)**

**Rating:** 5.0/5.0 stars

_— Veronica K._

[Read full review](https://www.g2.com/survey_responses/openprise-review-5210577)

**["Robust and versatile tool for Lead routing process automation"](https://www.g2.com/survey_responses/openprise-review-10755221)**

**Rating:** 4.0/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/openprise-review-10755221)

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

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

### [Listrak](https://www.g2.com/products/listrak/reviews)

Listrak is the person-first marketing automation platform built to help retailers and ecommerce brands deliver hyper-personalized customer experiences at scale. By seamlessly integrating data, identity, and cross-channel messaging, Listrak empowers marketers to unify the customer journey and activate real-time engagement strategies that drive measurable growth and revenue. Designed for enterprise-level businesses across verticals like fashion, beauty, sporting goods, and more, Listrak goes beyond traditional marketing tools. It offers a truly unified platform that eliminates silos between channels—email, SMS, push notifications, and web—giving marketers full control over how, when, and where they connect with customers. With Listrak, brands can segment audiences with precision, personalize messaging based on predictive insights, and orchestrate campaigns that resonate deeply with individual customer needs. At the heart of Listrak’s platform is Listrak Intelligence, a suite of AI-powered capabilities including identity resolution, predictive segmentation, and recommendation engines. These tools enable marketers to anticipate customer behavior, tailor experiences in real time, and increase conversions while improving retention. Whether reactivating lapsed contacts or nurturing long-term loyalty, Listrak’s lifecycle marketing capabilities ensure brands stay connected with their customers beyond the first purchase. Listrak also stands out for its strategic partnership model. More than just a technology provider, Listrak offers hands-on guidance from retail experts who work as an extension of your team. From compliance support to campaign optimization, this collaborative approach helps brands navigate complexity and maximize impact. Efficiency is another core advantage. With an intuitive user interface, pre-built automation workflows, and real-time analytics, Listrak enables marketers to execute faster, make smarter decisions, and scale seamlessly. Its enterprise-grade infrastructure ensures reliability, security, and scalability—delivering billions of messages across channels with confidence. Ultimately, Listrak is built for marketers who demand results. Every feature is designed to increase engagement, reduce churn, and accelerate profitability. By turning insights into action and delivering deeply personalized experiences, Listrak helps brands build stronger customer relationships and achieve lasting business success.

**Average Rating:** 4.5/5.0

**Total Reviews:** 300

#### How Do G2 Users Rate Listrak?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 7.1/10 (Category avg: 8.0/10)
- **Data Enrichment:** 7.7/10 (Category avg: 8.6/10)
- **Expandability:** 7.9/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Listrak?

- **Seller:** [Listrak](https://www.g2.com/sellers/listrak)
- **Company Website:** www.listrak.com
- **Year Founded:** 1999
- **HQ Location:** Lititz, PA
- **Twitter:** @Listrak  
3,182 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=104945efaae81184c7477285bf63c97327eb36d00bbf5a312777b7cadebc6e64&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F118908%2F&secure%5Burl_type%5D=linkedin_company_website)  
247 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Marketing Manager, Digital Marketing Manager
- **Top Industries:** Retail, Consumer Goods
- **Company Size:** 56% Medium, 33% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users commend Listrak for its **exceptional customer support** , praising their knowledgeable and responsive team dedicated to client success.
- Users find Listrak to be **easy to navigate** , efficiently consolidating marketing efforts across multiple channels in one platform.
- Users value the **exceptional account management support** from Listrak, fostering strong partnerships and enhancing their marketing efforts.
- Users appreciate Listrak for its **unified cross-channel experience** , enhancing marketing efficiency through integrated email and SMS capabilities.
- Users value the **automation efficiency** of Listrak, streamlining marketing efforts through a seamless cross-channel experience.

##### Cons

- Users often find the **learning curve steep** , requiring significant support to navigate Listrak's complex features.
- Users find Listrak's interface **not intuitive** , leading to cumbersome navigation and frustrating user experiences.
- Users find Listrak to have a **difficult learning curve** , requiring extensive support and technical knowledge for effective use.
- Users find Listrak's **limited features** challenging, especially for advanced design and campaign setup without technical support.
- Users report **slow performance** in Listrak, affecting usability and the effectiveness of product recommendations across browsers.

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

**["Game-Changer for B2B E-Commerce Automation"](https://www.g2.com/survey_responses/listrak-review-12448237)**

**Rating:** 4.0/5.0 stars

_— Hagner H._

[Read full review](https://www.g2.com/survey_responses/listrak-review-12448237)

**["Unifies E-commerce Marketing, Boosting Sales"](https://www.g2.com/survey_responses/listrak-review-12449307)**

**Rating:** 4.0/5.0 stars

_— Sebastian R._

[Read full review](https://www.g2.com/survey_responses/listrak-review-12449307)

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

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

### [Blueshift](https://www.g2.com/products/blueshift/reviews)

Stop fighting your tech stack and start talking to your customers with a platform that actually works for you. We built Blueshift because we were tired of clunky tools that add more work to your day. It is not another confusing box of parts that leaves you to figure it out on your own. We brought your data, AI, and channels together so you can focus on your message instead of your technical setup. Most marketers spend more time cleaning messy spreadsheets than actually sending emails. Our platform aggregates customer data to create meaningful profiles. You can see what people are doing in real time instead of looking at what they did weeks ago. This lets you send messages that feel personal because they are based on how people really act. It is about being relevant without the manual struggle. You should not need a math degree or an IT team to run a basic campaign. Our Customer AI handles the heavy lifting by predicting what your customers want and when they want to hear from you. It points out which groups to target and suggests the right products for each person. This AI even runs your A/B tests for you. It saves the average team about 40 hours of work every month. That is a lot of time you could spend on things that actually matter. You can coordinate everything from email and SMS to your website in one place. Your customers get a smooth ride no matter where they interact with your brand. We integrate seamlessly with your current tools so you can get started quickly. It is a simple way to increase sales and satisfy your customers without the usual operational nightmare.

**Average Rating:** 4.4/5.0

**Total Reviews:** 273

#### How Do G2 Users Rate Blueshift?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 8.4/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.7/10 (Category avg: 8.6/10)
- **Expandability:** 8.8/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Blueshift?

- **Seller:** [Blueshift Labs](https://www.g2.com/sellers/blueshift-labs)
- **Company Website:** blueshift.com
- **Year Founded:** 2014
- **HQ Location:** San Francisco, CA
- **Twitter:** @blueshiftlabs  
1,884 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f3eb1dabe4e77f181273bcd8dfd1dbe5ba266098b141c4c9ac1ea1072c3278ad&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3768967%2F&secure%5Burl_type%5D=linkedin_company_website)  
96 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Email Marketing Manager, Email Marketing Specialist
- **Top Industries:** Financial Services, Marketing and Advertising
- **Company Size:** 53% Medium, 34% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find Blueshift to be **easy to learn and user-friendly** , making onboarding and building email journeys straightforward.
- Users value the **responsive customer support** of Blueshift, appreciating quick assistance and helpful training resources.
- Users value the **advanced features and seamless integration** of Blueshift, enhancing customer engagement and marketing effectiveness.
- Users value Blueshift for its **advanced AI personalization** capabilities, enhancing customer engagement through tailored marketing experiences.
- Users appreciate the **powerful segmentation capabilities** of Blueshift, enabling targeted communication and advanced personalization.

##### Cons

- Users find the **learning curve steep** , requiring significant resources and training to effectively utilize Blueshift.
- Users find Blueshift's **missing features** in reporting and workflow builders hinder their overall experience and usability.
- Users find the **lack of essential features** frustrating, but appreciate the support team's responsiveness to requests.
- Users find Blueshift's **complexity** challenging, noting difficulties in reporting and navigating the platform effectively.
- Users find Blueshift to be **expensive** , making it challenging for smaller teams and businesses to afford.

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

**["Blueshift - Dependable Performance & Seamless Integration"](https://www.g2.com/survey_responses/blueshift-review-10016435)**

**Rating:** 4.0/5.0 stars

_— SALMAN S._

[Read full review](https://www.g2.com/survey_responses/blueshift-review-10016435)

**["Powerful Blueshift Functionality That Brings Enterprise Features to Hospitality"](https://www.g2.com/survey_responses/blueshift-review-12824266)**

**Rating:** 5.0/5.0 stars

_— Bryce P._

[Read full review](https://www.g2.com/survey_responses/blueshift-review-12824266)

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

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

### [Dynamics 365 Customer Insights](https://www.g2.com/products/dynamics-365-customer-insights/reviews)

Dynamics 365 Customer Insights is a powerful, real-time customer data platform (CDP) brings together transactional, behavioral, and demographic data to create multi‑dimensional profiles. Activate real‑time insights across the customer journey and on destinations including analytics, marketing, advertising, and customer engagement platforms through turnkey integrations with Microsoft and third‑party applications.

**Average Rating:** 4.0/5.0

**Total Reviews:** 16

#### How Do G2 Users Rate Dynamics 365 Customer Insights?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 8.3/10 (Category avg: 8.0/10)
- **Data Enrichment:** 9.2/10 (Category avg: 8.6/10)
- **Expandability:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Dynamics 365 Customer Insights?

- **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft)
- **Year Founded:** 1975
- **HQ Location:** Redmond, Washington
- **Twitter:** @microsoft  
13,091,739 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9458f51bd6ded48ad432a804f19ad736469f007787569b63827154231c315630&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmicrosoft%2F&secure%5Burl_type%5D=linkedin_company_website)  
231,632 employees on LinkedIn®
- **Ownership:** MSFT

#### Who Uses This Product?

- **Company Size:** 68% Medium, 21% Small

#### What Are Recent G2 Reviews of Dynamics 365 Customer Insights?

**["Customer Insight - Tresure Hunt Made easy"](https://www.g2.com/survey_responses/dynamics-365-customer-insights-review-6980828)**

**Rating:** 4.5/5.0 stars

_— Nayan T._

[Read full review](https://www.g2.com/survey_responses/dynamics-365-customer-insights-review-6980828)

**["Microsoft"](https://www.g2.com/survey_responses/dynamics-365-customer-insights-review-8633943)**

**Rating:** 5.0/5.0 stars

_— Nirjal S._

[Read full review](https://www.g2.com/survey_responses/dynamics-365-customer-insights-review-8633943)

### [Hull](https://www.g2.com/products/hull/reviews)

Hull allows sales, marketing and customer success teams to make sense of the whole customer journey and use all customer data that’s otherwise locked up and siloed away in dozens of separate tools and databases. It puts everyone customer-facing in your organization on the same page by creating one common set of customer data across the whole customer journey.

**Average Rating:** 4.6/5.0

**Total Reviews:** 41

#### How Do G2 Users Rate Hull?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 2.5/10 (Category avg: 8.0/10)
- **Data Enrichment:** 9.3/10 (Category avg: 8.6/10)
- **Expandability:** 8.9/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Hull?

- **Seller:** [Hull](https://www.g2.com/sellers/hull)
- **Year Founded:** 2013
- **HQ Location:** Atlanta, GA
- **Twitter:** @hull  
2,501 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a8152d97a836b55517478f8522791bd238dd7d494fc2cee3ddcbf70084b8b5eb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2853032%2F&secure%5Burl_type%5D=linkedin_company_website)  
50 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 49% Medium, 49% Small

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

**["Flexibility of connectors is amazing"](https://www.g2.com/survey_responses/hull-review-6799854)**

**Rating:** 4.0/5.0 stars

_— Verified User in Marketing and Advertising_

[Read full review](https://www.g2.com/survey_responses/hull-review-6799854)

**["Hull is awesome to connect all kind of data but reliability..."](https://www.g2.com/survey_responses/hull-review-4442394)**

**Rating:** 4.5/5.0 stars

_— Jordan C._

[Read full review](https://www.g2.com/survey_responses/hull-review-4442394)

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

Benefits of Customer Data Platforms (CDP) with Marketing Metrics capabilities include: Provides analysis of marketing program ROI and efficiency.

Below are the top-rated Customer Data Platforms (CDP) with Marketing Metrics capabilities, as verified by G2’s Research team. Real users have identified Marketing Metrics as an important function of Customer Data Platforms (CDP). Compare different products that offer this feature so you can decide which is best for your business needs.

Top Tools at a Glance

| 

 | 

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"

 |

* * *

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.&nbsp;

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

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

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

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

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

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

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

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

### Sources

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