# Best Customer Data Platforms (CDP) - Page 2

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

**Total Products under this Category:** 295

### Category Stats (Jul 2026)

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

_Last updated: July 31, 2026_

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

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

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

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

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

### SAP Fieldglass

Drive better business outcomes with a robust Vendor Management System (VMS) to find, engage, and manage your global external workforce – including temporary workers, freelancers, contractors, consultants, and service workers. Since 1999, organizations have been using innovative digital SAP Fieldglass solutions to transform how they get work done. Offered in 190 countries and 21 languages, our open cloud-based applications let you simplify and streamline the procurement and management of your external workforce. You can: • Connect in real time to a global network of qualified service providers and contingent workers so you can find the right talent more quickly. • Track and manage key metrics to accurately manage performance and enhance outcomes and productivity over time. • Improve process efficiency, total workforce results, and spend management savings through integration with ERP, HR, and procurement solutions. • Reduce risk through security features that support global-regulations compliance, permissions and access tracking, and asset protection through proper on- and offboarding. • Increase productivity and strengthen competitive advantage by creating and maintaining a dynamic, responsive workforce.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1202&secure%5Bchosen_at%5D=2026-07-31T13%3A40%3A01Z&secure%5Bdisplayable_resource_id%5D=133&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=38217&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=38217&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%3Fcountry%3D188%26page%3D2&secure%5Btoken%5D=789c3785b21f73549525710826f5b9548a45f66773788aa5d08c144b76aeea7d&secure%5Burl%5D=https%3A%2F%2Fwww.sap.com%2Fdocuments%2F2025%2F03%2Fc4519407-fc7e-0010-bca6-c68f7e60039b.html%3Fcampaigncode%3DCRM-YD25-ISM-408601%26source%3DFG-click-campaign-G2&secure%5Burl_type%5D=custom_url)

### [Iterable](https://www.g2.com/products/iterable/reviews)

Iterable is the AI customer engagement platform built for enterprise scale, loved by teams, and trusted by global brands like Priceline, Fabletics, Blockchain, and Box. It transforms data into action, powering intelligent, personalized experiences across every channel to drive measurable growth. Iterable gives teams the speed to move, the governance to stay in control, and the flexibility to continuously optimize performance at scale. With Iterable, customer engagement isn’t just a tactic—it’s a growth engine. Learn more at www.iterable.com.

**Average Rating:** 4.4/5.0

**Total Reviews:** 814

#### How Do G2 Users Rate Iterable?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 8.1/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.1/10 (Category avg: 8.6/10)
- **Expandability:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Iterable?

- **Seller:** [Iterable](https://www.g2.com/sellers/iterable)
- **Company Website:** www.iterable.com
- **Year Founded:** 2013
- **HQ Location:** San Francisco, CA
- **Twitter:** @Iterable  
2,603 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=57f34ca5fa287acf17def82f09fa1ea2d8eadd357dca07844933766eb1e6e1a0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3119164%2F&secure%5Burl_type%5D=linkedin_company_website)  
858 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Email Marketing Manager, Lifecycle Marketing Manager
- **Top Industries:** Marketing and Advertising, Health, Wellness and Fitness
- **Company Size:** 54% Medium, 26% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **ease of use** of Iterable, particularly appreciating the seamless onboarding and support from the team.
- Users appreciate the **intuitive design** of Iterable, making campaign management and learning the platform effortless.
- Users appreciate the **helpful and knowledgeable customer support** of Iterable, facilitating a smooth onboarding experience.
- Users find Iterable's **exceptional support** and onboarding experience invaluable for maximizing their marketing efficiency and effectiveness.
- Users value the **ease of automation** in Iterable, enhancing their marketing efficiency and customer engagement effortlessly.

##### Cons

- Users express frustration over **missing features** in Iterable, including NHI filters and HTML template export options.
- Users find the **learning curve for Iterable** steep, especially regarding advanced segmentation and journey initiation.
- Users find Iterable's **limited features** hinder usability and require workarounds for better campaign management.
- Users find Iterable's interface **not intuitive** , leading to frustration and a steep learning curve for new users.
- Users are frustrated by the **limited customization** in Iterable, impacting flexibility in dynamic fields and reporting.

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

**["Iterable: The Intuitive Platform That Makes Data Actionable"](https://www.g2.com/survey_responses/iterable-review-12383489)**

**Rating:** 4.5/5.0 stars

_— Jake B._

[Read full review](https://www.g2.com/survey_responses/iterable-review-12383489)

**["Iterable scales with your growth and unifies B2B and B2C journeys"](https://www.g2.com/survey_responses/iterable-review-12943549)**

**Rating:** 5.0/5.0 stars

_— Daniel A._

[Read full review](https://www.g2.com/survey_responses/iterable-review-12943549)

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

- [Is iterable a CRM?](https://www.g2.com/discussions/is-iterable-a-crm)
- [What is iterable in Java?](https://www.g2.com/discussions/what-is-iterable-in-java) - 1 comment
- [How much does iterable cost?](https://www.g2.com/discussions/how-much-does-iterable-cost) - 1 comment
- [What is Iterable?](https://www.g2.com/discussions/what-is-iterable) - 2 comments

### [Hightouch](https://www.g2.com/products/hightouch/reviews)

Hightouch is the leading data and Agentic Marketing Platform for modern marketing teams. Trusted by brands like Domino’s, Autotrader, cars.com, Superhuman (formerly Grammarly), and PetSmart, Hightouch helps marketers deliver personalized experiences, optimize performance, and move faster with data and AI. With Hightouch, business users can drive revenue, grow brand awareness, and maximize ROI without relying on engineering. Hightouch’s Composable Customer Data Platform (CDP), named a Leader in the 2026 Gartner® Magic Quadrant™ for Customer Data Platforms, collects behavioral data, resolves identities into unified Customer 360 profiles, builds audiences, syncs to 300+ destinations (including leading ad platforms), and measures campaign impact—directly from your cloud data warehouse. On top of this foundation, Hightouch’s Agentic Marketing Platform uses your complete data and all of the context from your marketing and advertising tools to power true end-to-end lifecycle and performance marketing across paid and owned channels. Purpose-built agents help you go from analyzing campaign performance, to ideating new campaigns, to generating creative, to building segments and cross-channel journeys, to activating audiences and optimization signals back into your ad platforms and downstream tools—often in minutes instead of weeks. Hightouch is built for security, compliance, and scale. Your data stays in your environment—Hightouch never becomes a system of record—and the platform meets SOC 2 Type II, HIPAA, ISO-27001, GDPR, CCPA, and Privacy Shield standards, so even the most regulated organizations can confidently use customer data to power marketing. This approach gives global teams a single, trusted foundation for activation while preserving strong governance, clear audit trails, and regional data residency requirements.

**Average Rating:** 4.6/5.0

**Total Reviews:** 399

#### How Do G2 Users Rate Hightouch?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 7.2/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.8/10 (Category avg: 8.6/10)
- **Expandability:** 8.6/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Hightouch?

- **Seller:** [Hightouch](https://www.g2.com/sellers/hightouch)
- **Company Website:** hightouch.com
- **Year Founded:** 2021
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=41277252bf1385f5946959ae4233f0ce80c128a51c95585d3b6fd16e2b24f128&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhightouchio%2F&secure%5Burl_type%5D=linkedin_company_website)  
573 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Engineer, Software Engineer
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 63% Medium, 24% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find Hightouch to have an **intuitive UI** making data activation and syncing effortless across multiple tools.
- Users value the **easy integration** of Hightouch, facilitating seamless data syncing and quick setup for various platforms.
- Users commend the **easy setup** of Hightouch, enabling seamless integration and intuitive management of data environments.
- Users appreciate the **effortless data synchronization** with Hightouch, enabling quick actions based on real-time information.
- Users praise the **easy integrations** of Hightouch that streamline setup and enhance audience segmentation with various platforms.

##### Cons

- Users find Hightouch **expensive** , especially for larger volumes, leading to concerns about affordability and cost management.
- Users face **integration issues** with Hightouch, particularly in debugging HTTP connectors and safeguarding against user errors.
- Users express concerns over **pricing issues** due to unexpected cost increases and lack of clear communication.
- Users experience **syncing issues** with unclear error messages, complicating data transfer between platforms like Snowflake and Salesforce.
- Users often experience **sync issues** with Hightouch, facing unclear error messages during data synchronization.

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

**["Hightouch Speeds Insight-to-Execution for Scalable Personalization and Experiments"](https://www.g2.com/survey_responses/hightouch-review-12955025)**

**Rating:** 5.0/5.0 stars

_— Josh M._

[Read full review](https://www.g2.com/survey_responses/hightouch-review-12955025)

**["Transforms CRM Efficiency, Easy for Marketers"](https://www.g2.com/survey_responses/hightouch-review-13088885)**

**Rating:** 4.5/5.0 stars

_— Ivet N._

[Read full review](https://www.g2.com/survey_responses/hightouch-review-13088885)

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

- [What is Hightouch used for?](https://www.g2.com/discussions/what-is-hightouch-used-for) - 1 comment

### [Optimove](https://www.g2.com/products/optimove/reviews)

Optimove, the creator of Positionless Marketing, frees marketing teams from the limitations of fixed roles, giving every marketer the power to execute any marketing task instantly and independently. Positionless Marketing has been proven to improve campaign efficiency by 88%, allowing marketing teams to create more personalized engagement with existing customers. For two years running, Optimove has been positioned as a Visionary in Gartner’s Magic Quadrant for Multichannel Marketing Hubs, recognized for its AI-driven decisioning, prescriptive insights, and proven ability to orchestrate thousands of personalized campaigns in real time across channels. AI-led marketing is a hallmark of Optimove’s visionary leadership. By embedding AI directly into its platform as early as 2012, Optimove paved the way for today’s Positionless Marketing standard. For more information, visit Optimove.com.

**Average Rating:** 4.6/5.0

**Total Reviews:** 230

#### How Do G2 Users Rate Optimove?

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

#### Who Is the Company Behind Optimove?

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

#### Who Uses This Product?

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

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

_AI-generated summary from verified user reviews_

##### Pros

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

##### Cons

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

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

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

**Rating:** 4.0/5.0 stars

_— Tina M._

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

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

**Rating:** 4.5/5.0 stars

_— minas m._

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

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

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

### [Custify](https://www.g2.com/pt/products/custify/reviews)

Custify é a plataforma de sucesso do cliente projetada para ajudar empresas SaaS a reduzir o churn, aumentar o valor vitalício do cliente e oferecer experiências de cliente de classe mundial. Com uma interface intuitiva e recursos poderosos, a Custify capacita as equipes de Sucesso do Cliente a gerenciar todos os aspectos da jornada do cliente—desde a integração perfeita até a renovação e expansão proativas—usando pontuações de saúde em tempo real, alertas automatizados e análises preditivas. Custify integra dados em toda a sua pilha tecnológica, fornecendo uma fonte centralizada e única de verdade para cada cliente. Isso permite que as equipes identifiquem rapidamente riscos de churn, aproveitem oportunidades de upsell e ofereçam interações personalizadas com clientes em escala. Com fluxos de trabalho automatizados, playbooks personalizáveis e segmentação inteligente, a Custify simplifica tarefas rotineiras, permitindo que sua equipe se concentre em construir relacionamentos e impulsionar resultados de sucesso do cliente que importam. Nossa plataforma integra-se sem esforço com seu CRM, sistemas de suporte e outras ferramentas essenciais, proporcionando visibilidade e colaboração incomparáveis entre as equipes. As poderosas análises e dashboards personalizáveis da Custify facilitam o monitoramento de métricas-chave, o acompanhamento da saúde do cliente e a medição do sucesso de suas iniciativas. Junte-se a empresas SaaS líderes que confiam na Custify para otimizar suas operações de Sucesso do Cliente e impulsionar o crescimento sustentável. Ofereça experiências excepcionais ao cliente, reduza o churn e maximize o valor vitalício do cliente com a melhor plataforma de Sucesso do Cliente para o seu negócio SaaS.

**Average Rating:** 4.7/5.0

**Total Reviews:** 515

#### How Do G2 Users Rate Custify?

- **the product tem sido um bom parceiro comercial?:** 9.5/10 (Category avg: 9.1/10)
- **Modelagem Preditiva:** 7.1/10 (Category avg: 8.0/10)
- **Enriquecimento de Dados:** 8.5/10 (Category avg: 8.6/10)
- **Expansibilidade:** 8.5/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Custify?

- **Vendedor:** [Custify](https://www.g2.com/pt/sellers/custify)
- **Ano de Fundação:** 2017
- **Localização da Sede:** Bucharest, Romania
- **Twitter:** @CustifySRL  
628 seguidores no Twitter
- **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1937c2bde8668b0a178dd793de18fdae2d6f38e5f54c90c92ccebaa104d6654c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F18314355%2F&secure%5Burl_type%5D=linkedin_company_website)  
43 funcionários no LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Gerente de Sucesso do Cliente, Gerente Sênior de Sucesso do Cliente
- **Top Industries:** Software de Computador, Tecnologia da Informação e Serviços
- **Company Size:** 63% Small, 33% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Os usuários apreciam a **facilidade de uso** do Custify, facilitando o acompanhamento e análise eficientes da saúde do cliente.
- Os usuários elogiam o **suporte ao cliente responsivo** da Custify, que fornece assistência de forma consistente e valoriza o feedback dos usuários de maneira eficaz.
- Os usuários apreciam a **interface intuitiva** do Custify, tornando fácil para profissionais que não são de Sucesso do Cliente usarem de forma eficaz.
- Os usuários valorizam a **automação robusta** no Custify, que simplifica as tarefas diárias e aprimora as estratégias de sucesso do cliente.
- Os usuários valorizam a **variedade de opções de integração** com a Custify, aumentando a adaptabilidade e apoiando suas diversas necessidades.

##### Cons

- Os usuários destacam os **recursos ausentes** no Custify, como o rastreamento de e-mails limitado e a documentação insuficiente.
- Os usuários observam que a **funcionalidade de e-mail carece de eficácia** , especialmente nos recursos de rastreamento e relatórios.
- Os usuários acham **opções limitadas de personalização** frustrantes, especialmente em relação à interface do usuário e listas de contas no Custify.
- Os usuários acham a **curva de aprendizado desafiadora** , com configuração extensa e adaptação contínua necessária para uso eficaz.
- Os usuários acham o Custify **não intuitivo** , tendo dificuldades com sua interface desatualizada e gerenciamento complexo de configurações.

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

**["Playbooks + Automação de IA: Um Transformador para o Sucesso do Cliente"](https://www.g2.com/pt/survey_responses/custify-review-13168820)**

**Rating:** 5.0/5.0 stars

_— Patrick S._

[Read full review](https://www.g2.com/pt/survey_responses/custify-review-13168820)

**["Custify Unifica Nossos Dados para Segmentação Poderosa, Playbooks e Pontuações de Saúde"](https://www.g2.com/pt/survey_responses/custify-review-13180444)**

**Rating:** 5.0/5.0 stars

_— Samuel D._

[Read full review](https://www.g2.com/pt/survey_responses/custify-review-13180444)

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

- [Para que serve o Custify?](https://www.g2.com/pt/discussions/what-is-custify-used-for)

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

Swan AI is an advanced, AI-driven platform specifically designed for the retail sector, aiming to enhance customer engagement, loyalty, and promotional strategies. By leveraging real-time data and artificial intelligence, Swan AI empowers retailers to drive revenue growth and improve profit margins through personalized customer interactions and data monetization. Key Features and Functionality: - Customer Data Platform (CDP): Swan AI offers a real-time unified view of customers, enabling precise segmentation and personalized marketing efforts. This holistic understanding allows retailers to tailor strategies to individual needs, enhancing customer satisfaction and conversion rates. - Promotion Engine: The platform includes a robust promotions engine that allows for the creation and management of targeted campaigns across multiple channels, including SMS, email, push notifications, and in-app messages. Retailers can utilize over 20 pre-built promotion templates, conduct A/B testing, and make real-time adjustments to optimize campaign performance. - Journey Orchestration: Swan AI's journey builder enables the automation of multichannel campaigns, guiding customers through personalized experiences from onboarding to loyalty. With intelligent triggers and actions, retailers can engage customers at optimal moments, reducing churn and enhancing retention. - E-Receipts: The platform supports the generation of digital receipts, offering customers a convenient and eco-friendly alternative to paper receipts. E-receipts can be customized to include personalized offers, product recommendations, and quick review links, turning a standard transaction into an opportunity for further engagement. - Loyalty Programs: Swan AI facilitates the creation of flexible and scalable loyalty programs with features like points engines, tier management, and real-time rewards. These programs are designed to drive consistent customer engagement and increase repeat purchases. - Omni-Channel Engagement: The platform ensures seamless communication across various channels, including WhatsApp, email, and in-app messages. Retailers can create automated, personalized content to engage customers throughout their lifecycle, enhancing the overall shopping experience. Primary Value and Solutions Provided: Swan AI addresses several critical challenges faced by retailers: - Enhanced Customer Engagement: By providing real-time insights and personalized interactions, the platform helps retailers build stronger relationships with their customers, leading to increased loyalty and repeat business. - Optimized Promotions: The intelligent promotions engine allows for data-driven strategies that minimize revenue leakage and improve customer satisfaction, resulting in higher conversion rates and improved margins. - Data Monetization: Swan AI enables retailers to unlock additional revenue streams by monetizing customer data through insights-as-a-service models offered to suppliers. - Operational Efficiency: The platform's automation capabilities reduce manual efforts in campaign management, allowing marketing teams to focus on strategic initiatives and innovation. In summary, Swan AI empowers retailers to harness the full potential of their data, delivering personalized customer experiences, optimizing promotional efforts, and driving sustainable revenue growth.

**Average Rating:** 4.6/5.0

**Total Reviews:** 21

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

- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 9.5/10 (Category avg: 8.0/10)
- **Data Enrichment:** 9.1/10 (Category avg: 8.6/10)
- **Expandability:** 8.9/10 (Category avg: 8.6/10)

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

- **Seller:** [Loyalytics Consulting](https://www.g2.com/sellers/loyalytics-consulting)
- **Year Founded:** 2015
- **HQ Location:** Bengaluru, Karnataka
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=612a836da343b2b1ba1491bac8043fb42ad64b72a6a70794e075ae90949c11d0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10303976&secure%5Burl_type%5D=linkedin_company_website)  
75 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail
- **Company Size:** 43% Large, 38% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find Swan AI **intuitive** , seamlessly integrating into workflows and simplifying complex marketing tasks for optimal productivity.
- Users appreciate the **easy setup** of Swan AI, enabling seamless integration and efficient onboarding into daily operations.
- Users value the **detailed and accurate data segmentation** capabilities of Swan AI, enhancing decision-making across retail operations.
- Users praise the **outstanding customer support** of Swan AI for being responsive, knowledgeable, and proactive in assisting teams.
- Users praise the **ease of use** of Swan AI, enabling quick adoption and streamlined daily operations across teams.

##### Cons

- Users experience **dashboard customization issues** with Swan AI, desiring more flexibility for better alignment with team workflows.
- Users note a challenging **learning curve** initially, though onboarding support helps ease the transition to Swan AI.
- Users note the **limited customization** options for dashboards, wishing for more flexibility to suit specific team needs.
- Users find **template issues** in Swan AI challenging, seeking better customization for their specific workflows and preferences.
- Users identify **dashboard customization** as a key area needing improvement for better alignment with their workflows.

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

**["SWAN Delivers End-to-End Value For Us"](https://www.g2.com/survey_responses/swan-ai-review-11529599)**

**Rating:** 4.0/5.0 stars

_— Rifqi Z._

[Read full review](https://www.g2.com/survey_responses/swan-ai-review-11529599)

**["SWAN Helped Us Engage, Retain, and Grow Smarter"](https://www.g2.com/survey_responses/swan-ai-review-11426790)**

**Rating:** 4.5/5.0 stars

_— Ricca S._

[Read full review](https://www.g2.com/survey_responses/swan-ai-review-11426790)

### [Netcore Customer Engagement Platform](https://www.g2.com/products/netcore-customer-engagement-platform/reviews)

Netcore is an agentic marketing platform trusted by 6,500+ brands across 40 countries for customer engagement, marketing automation, and personalization. We help marketing teams in ecommerce, retail, BFSI, large enterprise, and D2C build profitable growth through meaningful, data-driven customer connections. Our all-in-one MarTech platform brings together everything marketers need to engage, convert, and retain customers across channels: email marketing, WhatsApp marketing, push notifications, SMS, in-app messaging, and web personalization. With customer data platform (CDP) capabilities, customer journey orchestration, AI-led product recommendations, and onsite search, Netcore puts the customer at the core of every campaign. Netcore brings AI agents into the marketer's workflow to automate campaign creation, customer segmentation, and 1:1 personalization at scale. With predictive analytics, A/B testing, and autonomous optimization, our agents help brands lift engagement rates, improve conversions, and maximize marketing ROI. Customers using our platform report measurable results, including up to 6X revenue uplift, 70X marketing-generated ROI, and 5X digital engagement. At global scale, Netcore powers 50 billion+ emails, 5 billion+ push notifications, 200 million+ WhatsApp messages, and 1 million+ AI-driven interactions every month. From email service provider capabilities to a complete customer lifecycle management (CLM) and customer engagement suite, Netcore helps you deliver the right message, on the right channel, at the right time. Looking for a fullstack customer engagement platform with agentic capabilities? Explore Netcore.

**Average Rating:** 4.5/5.0

**Total Reviews:** 564

#### How Do G2 Users Rate Netcore Customer Engagement Platform?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 7.6/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.2/10 (Category avg: 8.6/10)
- **Expandability:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Netcore Customer Engagement Platform?

- **Seller:** [Netcore Private Limited](https://www.g2.com/sellers/netcore-private-limited)
- **Company Website:** netcore.ai
- **Year Founded:** 1998
- **HQ Location:** Mumbai, IN
- **Twitter:** @netcore\_cloud  
1,828 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=072da5485ee3b0c6d6e4fc5020e552f88a7af3281ad9a2f4e524605854c6eb94&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnetcore-solutions%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,278 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Marketing Manager, Digital Marketing Manager
- **Top Industries:** Financial Services, Insurance
- **Company Size:** 49% Medium, 33% Large

#### What Do G2 Reviewers Say About Netcore Customer Engagement Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **ease of use** of Netcore's platform, especially the intuitive drag-and-drop journey builder.
- Users value the **helpful support** provided by Netcore, enhancing engagement strategies and ensuring smooth implementation.
- Users appreciate the **intelligent automation and personalization** capabilities of Netcore's platform for seamless omnichannel engagement.
- Users value the **responsive and dedicated customer support** of Netcore, enhancing their overall experience with the platform.
- Users value the **intelligent automation and personalization features** of Netcore, enhancing customer engagement across multiple channels.

##### Cons

- Users face challenges due to **missing features** like timely reporting and comprehensive error explanations in campaigns.
- Users find a **slight learning curve** with the interface, noting challenges in usability and journey creation.
- Users experience **slow performance** when uploading large data or during peak email delivery times, affecting overall efficiency.
- Users report **slow loading times** , which hinder performance and detract from the overall experience with the platform.
- Users find the **limited features** of the Netcore platform restrict their ability to implement complex marketing strategies.

#### What Are Recent G2 Reviews of Netcore Customer Engagement Platform?

**["Efficient Engagement with Agile Support"](https://www.g2.com/survey_responses/netcore-customer-engagement-platform-review-11527942)**

**Rating:** 4.5/5.0 stars

_— Marcelo L._

[Read full review](https://www.g2.com/survey_responses/netcore-customer-engagement-platform-review-11527942)

**["Netcore Delivers Speed to Value with Seamless, Powerful Omnichannel Journeys"](https://www.g2.com/survey_responses/netcore-customer-engagement-platform-review-12828108)**

**Rating:** 5.0/5.0 stars

_— Yash G._

[Read full review](https://www.g2.com/survey_responses/netcore-customer-engagement-platform-review-12828108)

#### What Are G2 Users Discussing About Netcore Customer Engagement Platform?

- [When was Netcore founded?](https://www.g2.com/discussions/when-was-netcore-founded)
- [What is Netcore email?](https://www.g2.com/discussions/what-is-netcore-email)
- [What is Smartech Netcore?](https://www.g2.com/discussions/what-is-smartech-netcore)

### [Nvecta](https://www.g2.com/products/nvecta/reviews)

Nvecta is an AI-powered marketing automation and CDP solution. It provides an omnichannel experience that helps you reach your desired audience through email, SMS, push notifications, pop-ups, and much more. With Nvecta, you can send automated campaigns to target your audience at the right time. Moreover, it allows you to send personalized campaigns to connect with your audience on a more personal level. Its easy-to-use interface, along with a drag-and-drop editor, makes it easier to customize your campaigns and journeys. Its in-depth campaign analytics help you measure campaign performance and adjust your campaigns accordingly. Key Features Real-time Data & Personalization Segmentation & Targeting Omnichannel Communication A/B Testing Analytics & Reporting Exit-Intent Targeting Drip Campaigns Dynamic Content Injection Seamless Third-Party App Integration

**Average Rating:** 4.8/5.0

**Total Reviews:** 335

#### How Do G2 Users Rate Nvecta?

- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 9.5/10 (Category avg: 8.0/10)
- **Data Enrichment:** 9.3/10 (Category avg: 8.6/10)
- **Expandability:** 9.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Nvecta?

- **Seller:** [Nvecta](https://www.g2.com/sellers/nvecta)
- **Year Founded:** 2011
- **HQ Location:** Delhi, IN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d1382dfe73e9be57555ebc2b8e4527077fc4be9f8c98849af993c76d8aba7285&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnvecta%2F&secure%5Burl_type%5D=linkedin_company_website)  
58 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Search Engine Optimization Executive, Search Engine Optimization Specialist
- **Top Industries:** Marketing and Advertising, Computer Software
- **Company Size:** 69% Small, 28% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **user-friendly interface** of NotifyVisitors, making marketing campaigns easy and efficient.
- Users love the **seamless automation** of NotifyVisitors, enabling effortless client journeys and efficient business management.
- Users value the **ease of use** with NotifyVisitors, enjoying a streamlined experience for their marketing efforts.
- Users value the **excellent customer engagement** features of Nvecta, simplifying audience interaction and enhancing marketing efforts.
- Users benefit from **awesome customer support** that is always fast and ready to help with any inquiries.

##### Cons

- Users find the **learning curve challenging** , as onboarding and understanding features can be time-consuming for new users.
- Users express concerns over **missing features** , particularly in customization and dashboard reporting, hindering overall effectiveness.
- Users find the product **extremely costly** , making it difficult for new companies to afford and utilize effectively.
- Users find the **limited customization** options frustrating, as it restricts adaptability and hampers effective use of the platform.
- Users find Nvecta to be **not intuitive** , struggling with complex dashboards and difficult customization options.

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

**["Effortlessly Activates Customer Data into Personalized Campaigns"](https://www.g2.com/survey_responses/nvecta-review-12189652)**

**Rating:** 4.0/5.0 stars

_— sakthivel 2._

[Read full review](https://www.g2.com/survey_responses/nvecta-review-12189652)

**["All-in-One Engagement Platform That's Easy for Beginners"](https://www.g2.com/survey_responses/nvecta-review-12103392)**

**Rating:** 4.5/5.0 stars

_— Nishant S._

[Read full review](https://www.g2.com/survey_responses/nvecta-review-12103392)

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

- [What is NotifyVisitors used for?](https://www.g2.com/discussions/what-is-notifyvisitors-used-for) - 1 upvote

### [Voyado](https://www.g2.com/products/voyado/reviews)

Voyado is a type of software-as-a-service (SaaS) solution designed to help retail brands enhance customer engagement and foster loyalty through hyper-relevant shopping experiences. By leveraging advanced artificial intelligence, Voyado provides a comprehensive customer experience cloud that empowers brands to understand and anticipate customer needs, ultimately driving business growth. This innovative product suite is particularly beneficial for e-commerce businesses looking to optimize their online presence and improve customer satisfaction. Targeting retail brands across various sectors, Voyado caters to businesses that seek to elevate their customer interactions and streamline their marketing efforts. The products are designed for marketers, e-commerce managers, and business owners who want to harness data-driven insights to create personalized shopping experiences. With its robust product discovery engine, Voyado enables brands to predict and respond to visitors' intentions, ensuring that customers find the products that best meet their needs quickly and efficiently. Key products of Voyado include its powerful product discovery engine, which utilizes deep product knowledge to enhance the online shopping experience. This engine not only helps customers navigate through vast product catalogs but also tailors recommendations based on individual preferences and behaviors. Additionally, a CRM platform that offers invaluable insights and tools for executing automated campaigns, allowing brands to engage customers across various touchpoints seamlessly. This product helps businesses maintain consistent communication with their audience, ultimately fostering stronger customer relationships. The benefits of using Voyado extend beyond just improved customer experiences. By automating marketing efforts and providing actionable insights, brands can save time and resources while maximizing their marketing ROI. The products' ability to deliver personalized content and recommendations enhances customer loyalty, encouraging repeat purchases and long-term engagement. Furthermore, Voyado's rapid growth and expanding customer base across Europe and beyond demonstrate its effectiveness in meeting the evolving needs of retail brands in a competitive landscape. In summary, Voyado stands out in the SaaS market by offering a unique combination of AI-driven product discovery and multichannel marketing capabilities tailored specifically for retail brands. Its focus on creating hyper-relevant shopping experiences positions it as a valuable partner for businesses looking to thrive in the age of AI.

**Average Rating:** 4.5/5.0

**Total Reviews:** 80

#### How Do G2 Users Rate Voyado?

- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 6.4/10 (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 Voyado?

- **Seller:** [Voyado](https://www.g2.com/sellers/voyado)
- **Company Website:** www.voyado.com
- **Year Founded:** 2005
- **HQ Location:** Stockholm, SE
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=44c04497939e8532917f59533adf9ee323d0c2d37ce360822f3772cdf2995585&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F825768%2F&secure%5Burl_type%5D=linkedin_company_website)  
388 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail, Apparel & Fashion
- **Company Size:** 47% Medium, 30% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **intuitive and user-friendly interface** of Voyado, streamlining tasks and enhancing overall usability.
- Users appreciate the **fast and professional customer support** from Voyado, enhancing their overall experience and satisfaction.
- Users love the **intuitive and user-friendly interface** of Voyado, enabling effective marketing without technical barriers.
- Users commend the **helpful support** from Voyado, enhancing their overall experience with the platform's features and integration.
- Users praise the **easy setup** of Voyado, appreciating its straightforward documentation and user-friendly design.

##### Cons

- Users find Voyado's **limited features** frustrating, particularly for advanced analysis and on-site messaging flexibility.
- Users feel the **missing features** hinder full utilization of Voyado, particularly in reporting and statistics capabilities.
- Users find the **learning curve steep** due to insufficient documentation and slow onboarding, affecting overall ease of use.
- Users face **integration issues** with Voyado, requiring significant setup effort and custom coding to align with existing systems.
- Users find the **complex features** of Voyado frustrating, requiring developers for setups and a steep learning curve.

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

**["Streamlined GDPR Compliance with Powerful Segmentation"](https://www.g2.com/survey_responses/voyado-review-12975624)**

**Rating:** 4.0/5.0 stars

_— Giuliana S._

[Read full review](https://www.g2.com/survey_responses/voyado-review-12975624)

**["Efficient Automation and GDPR Compliance for HR"](https://www.g2.com/survey_responses/voyado-review-12955776)**

**Rating:** 4.0/5.0 stars

_— Verified User in Human Resources_

[Read full review](https://www.g2.com/survey_responses/voyado-review-12955776)

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

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

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

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

**Average Rating:** 4.4/5.0

**Total Reviews:** 145

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

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

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

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

#### Who Uses This Product?

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

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

_AI-generated summary from verified user reviews_

##### Pros

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

##### Cons

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

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

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

**Rating:** 4.0/5.0 stars

_— Ian M._

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

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

**Rating:** 4.5/5.0 stars

_— Michal K._

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

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

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

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

Brevo's Customer Data Platform (CDP) is a comprehensive solution designed to centralize, manage, and synchronize customer data across various platforms and channels. By consolidating both online and offline data into unified customer profiles, businesses gain a 360-degree view of their clientele, enabling more agile and informed decision-making. Key Features and Functionality: - Multiple Sources Import: Integrate data seamlessly from databases, data warehouses, FTP servers, or via API, ensuring all customer information is housed in a single platform. - Universal Data Model: Utilize standardized business objects to structure data consistently, enhancing scalability and coherence across datasets. - Identity Resolution: Implement custom deduplication rules to assign a unique identifier to each customer, eliminating redundancies and ensuring data accuracy. - Dataprep Custom Rules: Employ no-code recipes to clean and reformat data, preparing it for immediate business use without the need for technical expertise. - Scoring Library: Apply scoring models such as Recency, Frequency, Monetary (RFM) analysis or Lifetime Value (LTV) to refine marketing strategies and personalize customer interactions. - Dashboards & Data Exploration: Integrate with analytics tools to create advanced reports, facilitating better decision-making through comprehensive data visualization. Primary Value and Solutions Provided: Brevo's CDP empowers businesses to transform raw data into actionable insights, accelerating time-to-value and enhancing customer engagement. By unifying disparate data sources, companies can achieve a holistic understanding of their customers, leading to more personalized and effective marketing campaigns. The platform's intuitive tools allow teams to analyze customer behavior, segment audiences precisely, and deliver tailored content without relying on IT support. This streamlined approach not only improves operational efficiency but also drives smarter growth by enabling data-driven decisions that resonate with customers' preferences and behaviors.

**Average Rating:** 4.6/5.0

**Total Reviews:** 95

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

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

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

- **Seller:** [Brevo](https://www.g2.com/sellers/brevo)
- **Company Website:** www.brevo.com
- **Year Founded:** 2012
- **HQ Location:** Paris
- **Twitter:** @brevo\_official  
16,032 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bb1865e18004827ab2ea39c9799da0a35d0ec34e5b444058766b28b4d23a58f0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbrevo%2F&secure%5Burl_type%5D=linkedin_company_website)  
898 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising, Information Technology and Services
- **Company Size:** 89% Small, 7% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **ease of use** of Brevo, remarking on its quick implementation and user-friendly design.
- Users praise the **responsive and helpful customer support** of Brevo, enhancing their overall experience with the platform.
- Users love the **free email marketing features** of Brevo, allowing seamless branding and audience building without initial costs.
- Users find Brevo Customer Data Platform to be **very user-friendly** , facilitating easy integration and a smooth experience.
- Users praise the **easy setup** of Brevo, finding it intuitive and efficient for their marketing needs.

##### Cons

- Users find the pricing for Brevo's plans to be **expensive** , especially when compared to competitors' offerings.
- Users face occasional **integration issues** with third-party tools, complicating their experience and requiring extra effort.
- Users find the **learning curve steep** with Brevo, especially for navigation and utilizing advanced features effectively.
- Users express frustration over **missing features** like segmented account access and limited chatbot domain connectivity.
- Users find the platform **not intuitive** , often struggling to navigate menus and perform basic tasks.

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

**["Easy-to-use tool for Customer Communication and Marketing Automation"](https://www.g2.com/survey_responses/brevo-customer-data-platform-review-10647746)**

**Rating:** 4.0/5.0 stars

_— Carmen B._

[Read full review](https://www.g2.com/survey_responses/brevo-customer-data-platform-review-10647746)

**["Brevo has been my reliable system for marketing automation for years."](https://www.g2.com/survey_responses/brevo-customer-data-platform-review-12553108)**

**Rating:** 5.0/5.0 stars

_— Helen W._

[Read full review](https://www.g2.com/survey_responses/brevo-customer-data-platform-review-12553108)

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

Fullstory is a behavioral data and analytics platform that helps technology leaders and digital experience teams understand their digital story so they can drive better digital experiences. Customer-centric enterprises rely on Fullstory to uncover and eliminate the friction buried between clicks and across workflows, turning frustrated visitors and employees into unwavering advocates. From proactively highlighting areas for optimization to triggering real-time personalization that genuinely resonates, Fullstory’s behavioral data with agentic AI provides deeper and more immediately actionable insights beyond conventional web and product analytics. While other tools require extensive manual tagging that can lead to missed insights, Fullstory automatically collects, structures, and enriches the full spectrum of behavioral data from digital activities. Diagnostics on what users play and pause, what they copy and paste, where they zoom in & out, what apps are in use, then translates those behaviors into actions, insights, and recommendations, all aiding to improve customer and employee journeys. Agentic AI proactively highlights issues and provides recommendations to eliminate gaps in the digital experience, driving improved business outcomes. With a deeper understanding of customer and employee journeys, Fullstory provides the context needed to improve digital experiences, accelerate decision-making, and create human-centered experiences that drive revenue and reduce spend, faster.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1,033

#### How Do G2 Users Rate Fullstory?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 6.8/10 (Category avg: 8.0/10)
- **Data Enrichment:** 7.4/10 (Category avg: 8.6/10)
- **Expandability:** 7.7/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Fullstory?

- **Seller:** [Fullstory](https://www.g2.com/sellers/fullstory)
- **Company Website:** www.fullstory.com
- **Year Founded:** 2014
- **HQ Location:** Atlanta, GA
- **Twitter:** @fullstory  
4,890 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=17669e7d21240fe44c13fea247be23a0c45421c1cadce5d9e19690640c49f3f7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3654338%2F&secure%5Burl_type%5D=linkedin_company_website)  
570 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Product Manager, Senior Product Manager
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 44% Medium, 37% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **intuitive UI** of Fullstory, finding it easy to use and effective for analytics tasks.
- Users appreciate the **intuitive UI** of Fullstory, which simplifies dashboard setup and enhances usability significantly.
- Users commend Fullstory's **top-notch customer support** , enhancing confidence and ease of use for analytics and insights.
- Users value the **ease of use and insightful analytics** from Fullstory, enhancing their understanding of user behavior.
- Users value the **robust data analytics** in FullStory, providing deep insights into customer behavior and experiences.

##### Cons

- Users note a significant **learning curve** with Fullstory, though support teams help navigate the complexities effectively.
- Users find the **lack of customization and difficult data sharing** to be a significant limitation of Fullstory.
- Users note the **missing features** in Fullstory that hinder effective user flow and functionality across applications.
- Users find **difficulty** in data governance and customization, making it challenging to leverage Fullstory's full capabilities.
- Users find the **limited features** of Fullstory restrict their ability to track user flows and share data effectively.

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

**["An useful tool to track your users' journey"](https://www.g2.com/survey_responses/fullstory-review-9718865)**

**Rating:** 4.5/5.0 stars

_— Federico M._

[Read full review](https://www.g2.com/survey_responses/fullstory-review-9718865)

**["Robust, Easy-to-Use Insights with Outstanding FullStory Support"](https://www.g2.com/survey_responses/fullstory-review-12937876)**

**Rating:** 5.0/5.0 stars

_— Bobbi M._

[Read full review](https://www.g2.com/survey_responses/fullstory-review-12937876)

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

- [What is FullStory used for?](https://www.g2.com/discussions/what-is-fullstory-used-for) - 1 comment, 1 upvote
- [What is Usetiful used for?](https://www.g2.com/discussions/what-is-usetiful-used-for) - 1 comment
- [How does FullStory work?](https://www.g2.com/discussions/fullstory-how-does-fullstory-work)
- [What is full story com?](https://www.g2.com/discussions/what-is-full-story-com)
- [How much does FullStory cost?](https://www.g2.com/discussions/how-much-does-fullstory-cost)

### [Ometria](https://www.g2.com/products/ometria/reviews)

Ometria is the first and only customer data experience platform (CDXP) built for retail brands. We're proud to help brands create marketing experiences their customers love every day. We believe that retail marketing teams perform best when they're given tools that are made for the job at hand. That's why Ometria is purpose-built with a laser focus on providing the most effective and efficient solution to today's retail challenges. With Al driven insights, segmentation capabilities, and a centralized dashboard, retail organizations have real-time access to valuable insights needed to create and deliver impactful and efficient campaigns, leading to stronger customer relationships and increased revenue. Forrester Consulting's TEI (Total Economic Impact) study found that our CDXP delivers: - 420% ROI over three years - 15% increase in CLTV - 18% increase in repurchase rate - 25% efficiency gains - \< 6 month payback period We are proud to support best-in-class retail brands including Steve Madden, Sephora, Victoria Beckham, Fred Perry, Holt Renfrew and many more.

**Average Rating:** 4.7/5.0

**Total Reviews:** 40

#### How Do G2 Users Rate Ometria?

- **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 6.8/10 (Category avg: 8.0/10)
- **Data Enrichment:** 7.8/10 (Category avg: 8.6/10)
- **Expandability:** 8.2/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Ometria?

- **Seller:** [Ometria](https://www.g2.com/sellers/ometria)
- **Year Founded:** 2013
- **HQ Location:** London, London
- **Twitter:** @OmetriaData  
2,378 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d1e5977459ecb7952383be8927124c6eee014d0c9722e8b4a59e3590a5c1b6e2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2890164%2F&secure%5Burl_type%5D=linkedin_company_website)  
151 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail, Apparel & Fashion
- **Company Size:** 59% Medium, 24% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users commend Ometria's **outstanding customer support** , highlighting its knowledgeable and responsive team that drives platform optimization.
- Users commend Ometria for its **seamless integration and advanced analytics** , enhancing customer engagement and personalized marketing strategies.
- Users praise Ometria for its **user-friendly email marketing tools** , enabling seamless campaign automation and insightful analytics.
- Users value the **powerful analytics and reporting features** of Ometria, enhancing marketing effectiveness and customer engagement.
- Users commend Ometria for its **analytics expertise** , offering deep insights that enhance customer journey personalization and optimization.

##### Cons

- Users face a **learning curve** with Ometria, particularly in mastering features and understanding complex reporting options.
- Users find Ometria's **limited features** hinder flexibility, reporting, and SMS capabilities, affecting overall efficiency and experience.
- Users find Ometria's reporting **time-consuming** , with a steep learning curve and cumbersome data extraction processes.
- Users find the **complexity** of Ometria challenging, with a steep learning curve and cumbersome reporting processes.
- Users find **complex reporting** in Ometria challenging, leading to a steep learning curve and occasional miscommunication issues.

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

**["A powerful CRM platform that rewards the patient user"](https://www.g2.com/survey_responses/ometria-review-10878864)**

**Rating:** 4.0/5.0 stars

_— Namrata T._

[Read full review](https://www.g2.com/survey_responses/ometria-review-10878864)

**["Great Support and Easy-to-Use Platform for Channel Orchestration & CDP"](https://www.g2.com/survey_responses/ometria-review-12239411)**

**Rating:** 4.5/5.0 stars

_— Verified User in Apparel & Fashion_

[Read full review](https://www.g2.com/survey_responses/ometria-review-12239411)

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

- [How do you use Ometria?](https://www.g2.com/discussions/how-do-you-use-ometria)
- [What is the use of Ometria?](https://www.g2.com/discussions/what-is-the-use-of-ometria)
- [Where is Ometria based?](https://www.g2.com/discussions/where-is-ometria-based)
- [What does Ometria do?](https://www.g2.com/discussions/what-does-ometria-do)

### [Maestra](https://www.g2.com/products/maestraplatform/reviews)

Maestra is an all-in-one personalization platform for DTC brands that helps personalize beyond email & SMS to drive +15% conversions. What’s included out of the box: - Real‑time CDP: unified profiles, identity resolution, calculated/custom fields, and product feeds - Omnichannel messaging: Email, SMS, MMS, RCS, push, messengers, chatbots, and ad-audience sync - Site & App personalization: pop‑ups, stories, banners/bars, surveys, and other dynamic blocks - Product personalization: recommendations, product quizzes, and product-feed images - Price personalization: loyalty bonuses, personal discounts, and referral systems - Analytics: reporting, segmentation, ad optimization, and attribution - White-glove service to ensure results and help brands get full value from the platform

**Average Rating:** 4.7/5.0

**Total Reviews:** 74

#### How Do G2 Users Rate Maestra?

- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 9.8/10 (Category avg: 8.0/10)
- **Data Enrichment:** 9.6/10 (Category avg: 8.6/10)
- **Expandability:** 9.8/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Maestra?

- **Seller:** [Maestra](https://www.g2.com/sellers/maestra)
- **Company Website:** maestra.io
- **Year Founded:** 2022
- **HQ Location:** Arlington, MA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bb00080cb0916644cf1d15c579634239584b0d92bdb50160c74405919e480fe0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmaestraplatform%2F&secure%5Burl_type%5D=linkedin_company_website)  
101 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail, Apparel & Fashion
- **Company Size:** 45% Medium, 37% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users commend Maestra's **exceptional customer support** , receiving timely assistance and valuable insights for success in campaigns.
- Users appreciate the **strong support from account managers** at Maestra, enhancing overall satisfaction and success with the platform.
- Users highlight the **ease of use** of Maestra, enabling effortless campaign creation and efficient team collaboration.
- Users praise the **easy integration** of Maestra with existing systems, enhancing workflow without complications or additional costs.
- Users value the **automation capabilities** of Maestra, enhancing efficiency and optimizing their email marketing strategies effectively.

##### Cons

- Users find the **learning curve steep** due to complex filters and segment setup, requiring additional support for clarity.
- Users find the **filter options complex and confusing** , impacting their ability to efficiently set up campaigns.
- Users find the **segmentation issues** challenging, as filters can be complex and not intuitive for creating segments.
- Users often find the **navigation complex** , leading to confusion when setting up segments and campaigns effectively.
- Users find the **limited features** of Maestra can hinder flexibility and require extra reliance on support for integration.

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

**["White-glove service that made a full ESP migration painless"](https://www.g2.com/survey_responses/maestra-review-13170104)**

**Rating:** 4.5/5.0 stars

_— Alina O._

[Read full review](https://www.g2.com/survey_responses/maestra-review-13170104)

**["Maestra: A Powerful CRM Marketing Tool Backed by Outstanding Support"](https://www.g2.com/survey_responses/maestra-review-13076783)**

**Rating:** 5.0/5.0 stars

_— Arina A._

[Read full review](https://www.g2.com/survey_responses/maestra-review-13076783)

### [Bikky](https://www.g2.com/products/bikky/reviews)

Bikky is the first Customer Data Platform (CDP) built exclusively for large, multi-unit restaurant brands. ‍By integrating with point-of-sale systems, online ordering providers, payment processors, and loyalty programs, Bikky is the only CDP able to build comprehensive datasets about everything from the performance of menus to the frequency and lifetime value of guests. With the platform, everyone from the C-Suite to the marketing team is empowered to make better decisions about the business and measure if those decisions are contributing positively to the bottom line. ‍Bikky was founded on the belief that restaurants deserve the same access to data as the largest, most sophisticated businesses in the world, and is proud to serve thousands of restaurant locations across the U.S., including major brands like Bojangles, MOD Pizza, Dave’s Hot Chicken, and Long John Silver’s. ‍Bikky is based in New York City and has raised nearly $15 million in funding to date.

**Average Rating:** 4.9/5.0

**Total Reviews:** 23

#### How Do G2 Users Rate Bikky?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 6.3/10 (Category avg: 8.0/10)
- **Data Enrichment:** 9.2/10 (Category avg: 8.6/10)
- **Expandability:** 9.2/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Bikky?

- **Seller:** [Bikky](https://www.g2.com/sellers/bikky)
- **HQ Location:** New York, NY
- **Twitter:** @BikkyHQ  
131 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=63f148ad6570963115938523b075266b2b5d715ec7317f76b7afebdc74fc266f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbikky-inc&secure%5Burl_type%5D=linkedin_company_website)  
56 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Restaurants
- **Company Size:** 65% Medium, 26% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **data segmentation** features of Bikky, enabling actionable insights and targeted guest engagement strategies.
- Users commend Bikky's **exceptional customer engagement** , highlighting responsive support and actionable insights for restaurant growth.
- Users commend Bikky for its **exceptional customer support** , ensuring responsive assistance and effective training for optimal use.
- Users find Bikky to be **incredibly easy to use** , making data-driven insights accessible for all types of users.
- Users value the **analytics expertise** of Bikky, enhancing insights for marketing, operations, and guest engagement.

##### Cons

- Users find it challenging to access **system-wide YOY sales** without relying heavily on the data assistant.
- Users find the **learning curve steep** , but appreciate the team's constant support to aid in understanding.

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

**["Actionable, Relevant Data and Insights that Directly Impacts Marketing Performance"](https://www.g2.com/survey_responses/bikky-review-11357167)**

**Rating:** 5.0/5.0 stars

_— Verified User in Restaurants_

[Read full review](https://www.g2.com/survey_responses/bikky-review-11357167)

**["Bikky is a game-changer when it comes to guest insights and smarter marketing"](https://www.g2.com/survey_responses/bikky-review-11358684)**

**Rating:** 5.0/5.0 stars

_— Samantha S._

[Read full review](https://www.g2.com/survey_responses/bikky-review-11358684)

### [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)

- [&lsaquo; Prev‹ Prev](/categories/customer-data-platform-cdp?country=188&order=g2_score#product-list)
- [1](/categories/customer-data-platform-cdp?country=188&order=g2_score#product-list)
- 2
- [3](/categories/customer-data-platform-cdp?country=188&order=g2_score&page=3#product-list)
- [4](/categories/customer-data-platform-cdp?country=188&order=g2_score&page=4#product-list)
- [5](/categories/customer-data-platform-cdp?country=188&order=g2_score&page=5#product-list)
- [6](/categories/customer-data-platform-cdp?country=188&order=g2_score&page=6#product-list)
- …
- [19](/categories/customer-data-platform-cdp?country=188&order=g2_score&page=19#product-list)
- [20](/categories/customer-data-platform-cdp?country=188&order=g2_score&page=20#product-list)
- [Next &rsaquo;Next ›](/categories/customer-data-platform-cdp?country=188&order=g2_score&page=3#product-list)

Spotlight Categories

[Sales Compensation Software](https://www.g2.com/categories/sales-compensation)

[Video Conferencing Software](https://www.g2.com/categories/video-conferencing)

[Quality Management Systems (QMS)](https://www.g2.com/categories/quality-management-qms)

[Live Chat Software](https://www.g2.com/categories/live-chat)

[Accounting Software](https://www.g2.com/categories/accounting)

Similar Categories

- [Account-Based Marketing](/categories/account-based-marketing)
- [Affiliate Marketing](/categories/affiliate-marketing)
- [App Store Optimization](/categories/app-store-optimization)
- [Audience Intelligence Platforms](/categories/audience-intelligence-platforms)
- [B2B Services Review Platforms](/categories/b2b-services-review-platforms)

- [Blogger Outreach](/categories/blogger-outreach)
- [Book Marketing Tools](/categories/book-marketing-tools)
- [Brand Intelligence](/categories/brand-intelligence)
- [Consumer Insights Platforms](/categories/consumer-insights-platforms)
- [Consumer Video Feedback](/categories/consumer-video-feedback)

- [Content Curation](/categories/content-curation)
- [Content Marketing](/categories/content-marketing)
- [Conversational Marketing](/categories/conversational-marketing)
- [Conversion Rate Optimization Tools](/categories/conversion-rate-optimization-tools)
- [Customer Journey Analytics](/categories/customer-journey-analytics)

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

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

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

Updated October 3, 2024

Customer data platforms (CDPs) are used to consolidate and integrate customer data into one single database. These tools offer marketing teams relevant insights needed to run campaigns. A CDP can grab information from online and offline sources such as websites, mobile apps, and email platforms to offer a complete view of the customer. After retrieving this data, a CDP can then help organizations predict the optimal next move with a particular customer. This allows businesses to learn what needs to be done to retain specific customers. A CDP can also be used by customer service teams to cater their support to each individual. [Marketing automation software](https://www.g2.com/categories/marketing-automation), [data warehouse software](https://www.g2.com/categories/data-warehouse), and other platforms that store data can typically integrate with a CDP.

There are a few different types of CDPs to help businesses with varying use cases. A data CDP is the most common system of unified customer data to create a single consumer profile. A campaign CDP is used for campaign management, cross-channel, and multichannel marketing hubs. And an analytics CDP is strictly for the analysis of the type of data it holds.

To qualify for inclusion in the Customer Data Platforms (CDP) category, a product must:

- Provide a 360-degree view of the customer
- Gather data from multiple sources into one platform, including first-party, second-party, and third-party data from online and offline sources
- Unify customer profiles across systems
- Connect with other systems to allow marketers to execute campaigns
- Improve targeting for marketing campaigns

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