# Best Customer Data Platforms (CDP) - Page 20

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

**Total Products under this Category:** 295

### Category Stats (Jul 2026)

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

_Last updated: July 25, 2026_

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

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

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

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

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

### Stannp.com

Send personalized postcards, letters, and self-mailers to customers globally with production centres in US, Canada and Europe. Trigger automatically by your CRM, by customer behavior, or sent as one-off campaigns. We make direct mail as easy to manage as email and equally powerful. Replicate your email strategies with Direct Mail like: \* Recovering abandoned carts with personalized postcards \* Winning back churned customers with targeted offers \* Triggering transactional notifications and renewal reminders automatically \* Running seasonal campaigns to specific customer segments \* Complementing email and paid ads with a physical touchpoint that cuts through Built To Fit Your Existing Stack: Stannp.com integrates with HubSpot, Klaviyo, Zapier, and Make, so you can trigger direct mail from the tools you already use, without rebuilding your workflows. For teams who want full control, a powerful REST API enables custom automations and high-volume programmatic sending. Trusted, Secure and Compliant: Stannp.com is ISO 27001 certified, HIPAA compliant, and ICO registered, making it a reliable choice for businesses handling sensitive customer data across regulated industries including healthcare and financial services. US mailings are processed through a USPS CASS-certified platform; UK mailings as a Royal Mail approved provider. Both ensure address accuracy and maximum deliverability. Simple Enough For Marketers Powerful Enough For Developers: Whether you're uploading a list and sending your first campaign in minutes, or building automated multi-step journeys through the API, Stannp.com scales to how your team works. Live mail tracking, campaign reporting, and ROI measurement are built in from day one. Trusted by over 85,000 businesses across the US, UK, and Canada. Over 1 billion items sent since 2014.

[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=2026-07-31T10%3A07%3A43Z&secure%5Bdisplayable_resource_id%5D=36&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=36&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=49450&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%3Fpage%3D20%26rc%3Dnovicell&secure%5Btoken%5D=50b84272a2dcc7cf269914c26a31c9d4f5f34f7e66cddfa7182e15737fd470d2&secure%5Burl%5D=https%3A%2F%2Fwww.Stannp.com%2Fus%3Fsource%3DG2&secure%5Burl_type%5D=custom_url)

### [UrbanBuz](https://www.g2.com/products/urbanbuz/reviews)

A Marketer Omni-Channel Customer Data Platform with powerful CRM, Customer Engagement Tools, and Loyalty capabilities to build personalized and long-term relationships in real time.

#### Who Is the Company Behind UrbanBuz?

- **Seller:** [UrbanBuz](https://www.g2.com/sellers/urbanbuz)
- **HQ Location:** Dubai, United Arab Emirates
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Voyantis](https://www.g2.com/products/voyantis/reviews)

Voyantis | Focus on the Right Customers at the Right Time Voyantis is a Prescriptive AI platform built to empower growth teams to acquire, nurture, and retain their most valuable customers at scale. By leveraging first-party data and real-time predictive modeling, Voyantis helps companies like Miro, Rappi, Nerdwallet, Procter & Gamble, Deel and many more, unlock smarter growth strategies with measurable impact. Voyantis is purpose-built to optimize full-funnel customer lifecycle performance. Our platform integrates seamlessly into existing marketing workflows, serving as a Value-Bidding partner across Google, Meta, and TikTok to help brands acquire high-value users from day one. Once acquired, our AI continues to drive value by triggering timely and personalized actions that activate, engage, and retain users—boosting long-term profitability and lifetime value. With a focus on quality over quantity, growth teams using Voyantis typically report: - 20%–50% lift in return on ad spend (ROAS) - At least 25% reduction in customer acquisition cost (CAC) - More than 25% increase in average revenue per user (ARPU) - At least 35% increase in high-value subscriptions Voyantis brings you the AI-powered insights and automation needed to make the right decisions—at exactly the right time. Our platform transforms predictive signals into prescriptive actions that help you scale customer growth more efficiently and profitably. Trusted by leading global brands across SaaS, fintech, consumer tech, and digital commerce, Voyantis helps teams move to data-backed precision. The result? Lower acquisition costs, higher revenue per user, and more meaningful customer relationships that drive scalable growth. Discover how Voyantis is redefining growth with Prescriptive AI at www.voyantis.ai.

#### Who Is the Company Behind Voyantis?

- **Seller:** [Voyantis](https://www.g2.com/sellers/voyantis)
- **Year Founded:** 2020
- **HQ Location:** New York, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=77173e63ad67336670501fc46fd7f52ce179edc73cdddf0b536bc78996c6f50a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F66924899&secure%5Burl_type%5D=linkedin_company_website)  
107 employees on LinkedIn®

### [VOZIQ](https://www.g2.com/products/voziq/reviews)

The VOZIQ AI Predictive Churn Reduction Solution Trial on AWS is a self-service, proof-of-value program designed to help subscription business leaders rapidly explore VOZIQ AI award-winning predictive churn analytics using their own data and demonstrate the transformational potential of subscriber-level predictive intelligence. Within a secure and scalable AWS environment, users can quickly upload sample enterprise data, and leverage VOZIQ AI Enterprise AI platform, equipped with ML models, which are pre-trained on 20 million subscribers, and third-party data enrichments such as geolocations. The intuitive platform guides you through data preparation and integration, making it easy to generate highly actionable subscriber-level predictions and their unique churn risk attributes that inform enterprise-wide decisions. The trial is designed to demonstrate proven best-customer modeling capabilities of VOZIQ AI technology and uncover untapped churn reduction opportunities using subscriber-level predictions for attrition risk, lifetime value, survival analytics and geolocational intelligence. Transitioning to Production - For full-scale production deployments, VOZIQ AI offers AI-powered churn reduction delivered as a service which includes ongoing AI model customization, continuous data integration, third-party data enrichment, and expert-managed infrastructure on AWS. During the full-scale deployment, our dedicated team of solution consultants, data scientists, and AI engineers acts as an extension of your team and ensures continuous optimization, governance, and business value delivery tailored to unique growth challenges and priorities of your organization.

#### Who Is the Company Behind VOZIQ?

- **Seller:** [VOZIQ](https://www.g2.com/sellers/voziq)
- **Year Founded:** 2012
- **HQ Location:** Reston, Virginia, United States
- **Twitter:** @voziq  
12,610 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4afd3057202b70cfdc4494efb4a918a99d347751b9694cc9803dd59037e95285&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvoziq%2F&secure%5Burl_type%5D=linkedin_company_website)  
98 employees on LinkedIn®

### [VWO Data360](https://www.g2.com/products/vwo-data360/reviews)

Unify Customer Data To Accelerate Your Optimization Program Collect, aggregate, and enrich your customer data in real-time with VWO Data360. Ensure data quality and enforce governance across all channels to optimize experiments, personalize buying journeys, and fine-tune marketing campaigns. VWO Data360 centralizes your data to build a holistic profile of your customers. Our customer data platform makes every bit of granular customer data much more meaningful, accessible, actionable, and ready to use.

#### Who Is the Company Behind VWO Data360?

- **Seller:** [VWO AB Tasty](https://www.g2.com/sellers/vwo-ab-tasty)
- **Year Founded:** 2009
- **HQ Location:** PARIS, France
- **Twitter:** @ABTasty  
11,859 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=999c5952730de78c29f193f07f381226dd70ea920bf7a7dae24e0466652c1a3f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1885711%2F&secure%5Burl_type%5D=linkedin_company_website)  
343 employees on LinkedIn®

### [Weborama Audience Manager](https://www.g2.com/products/weborama-audience-manager/reviews)

Weborama Audience Manager is a DMP (Data Management Platform) used by over 60 companies in the world. This platform distinguishes itself particularly by a high level interconnexion with the adtech & martech ecosystem and a transparent access to the database intelligence

#### Who Is the Company Behind Weborama Audience Manager?

- **Seller:** [Weborama](https://www.g2.com/sellers/weborama)
- **Year Founded:** 1998
- **HQ Location:** Levallois-Perret, FR
- **Twitter:** @weborama  
1,867 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a404f6ef6c78d40c7b616adba927f90e76908220f79aabc632a0eb61acb42f03&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fweborama&secure%5Burl_type%5D=linkedin_company_website)  
164 employees on LinkedIn®
- **Ownership:** EPA: ALWEB

### [Whenwhyhow](https://www.g2.com/products/whenwhyhow/reviews)

Whenwhyhow is a Customer Data Platform API integrable with CRMs, Digital Channels and other data sources in order to provide actionable customer-mindset insights (with a pioneering way to measure external events impact) to create loyalty building #digitalempathy.

#### Who Is the Company Behind Whenwhyhow?

- **Seller:** [Whenwhyhow](https://www.g2.com/sellers/whenwhyhow)
- **Year Founded:** 2018
- **HQ Location:** Madrid, ES
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ebb715b56fe7099918e5dded152348d87482d2ac2ae9d2b5a48bc36377014f3d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F11137440&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [Wiacom CDP & Guest WiFi](https://www.g2.com/products/wiacom-cdp-guest-wifi/reviews)

Not just a Captive Portal Wiacom CDP is the all-in-one solution that transforms your venue’s just-guests into qualified leads for your sales funnel We support business to grow and thrive: 1. WiFi Portals with an outstanding design to streamline the KYC process and achieve up to 80% known catchment area coverage for shopping malls, restaurants, hotels, airports, stadiums and other large venues 2. Comprehensive approach for any venue digitization using Wiacom Managed Services availability for zero-touch integration 3. Boost the ROI of your digital campaigns by up to 8x with Wiacom CDP‘s comprehensive features and seamless integrations with Meta and Google 4. Data Protection Compliance. Wiacom CDP provides a unique approach that enables venues to collect personal data without any GDPR or DPA risks. Achieve 100% compliance with zero risks.

#### Who Is the Company Behind Wiacom CDP & Guest WiFi?

- **Seller:** [Wiacom](https://www.g2.com/sellers/wiacom)
- **Year Founded:** 2017
- **HQ Location:** Sector 2, RO
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f41afa731ade643bc305b55492fa3431c92dee18c52055a94be7f95593ab1158&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ffreewifi&secure%5Burl_type%5D=linkedin_company_website)  
10 employees on LinkedIn®

### [Zence Customer 360](https://www.g2.com/products/zence-customer-360/reviews)

Seamlessly manage customer interactions across the entire lifecycle with an integrated CRM suite that enhances engagement, loyalty, and retention. Gain a unified view of customers, personalize interactions, and drive business growth with AI-powered automation and insights. Key Features: Customer Data Platform • Consolidate customer data from multiple sources (web, mobile apps, CRM, social media, POS, customer feedback). • Create a unified customer profile with behavioral insights, purchase history, and preferences. • Use the actionable insights to provide recommendations basis purchase behaviour. Personalized Segmentation for Targeted Campaigns • Leverage AI-powered segmentation to classify customers based on demographics, purchase behavior, engagement history, and location. • Automate customer journeys with behavior-based triggers, ensuring the right message reaches the right audience at the right time. Customer Analytics • Gain actionable insights into customer behavior, engagement trends, and campaign performance with AI-powered analytics. • Use predictive analytics to forecast customer needs, optimize marketing efforts, and improve retention strategies. • Monitor customer lifetime value (CLV), churn rates, and purchase patterns to refine business strategies. Visualization & Insights – Intuitive Dashboards for Smarter Decisions • Access an AI-driven analytics dashboard that transforms raw data into meaningful insights. • Use real-time data visualization to identify trends, optimize marketing campaigns, and enhance customer experience.

#### Who Is the Company Behind Zence Customer 360?

- **Seller:** [Zence](https://www.g2.com/sellers/zence)
- **HQ Location:** Gurugram, IN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a944bb36a288f59503911b61929868a940badb9ca1d92a9968372596a0a93b11&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fzence-unifiedcrm&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [ZEPIC](https://www.g2.com/products/zepic/reviews)

ZEPIC is an AI-infused, unified Customer Engagement Platform that makes possible hyper-personalised customer experiences. With its built-in Customer Data Platform (CDP), ZEPIC provides a Customer 360 view that acts as a single source of truth for all customer-facing teams. Key capabilities that include Audience Segmentation, Customer Journeys and Omnichannel Activation enable businesses to build real-time, hyper-personalized experiences throughout the customer lifecycle. Used by enterprises and small business alike, the award-winning platform's self-serve, drag & drop interface empowers multiple customer-facing teams to create meaningful connections with their customers.

**Average Rating:** 4.5/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate ZEPIC?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)

#### Who Is the Company Behind ZEPIC?

- **Seller:** [ZEPIC](https://www.g2.com/sellers/zepic)
- **Year Founded:** 2023
- **HQ Location:** Lewes, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=24e135b0ad7d52699d24fda67b2987ed5d52ada011f3faff0fb4f983a11cd97d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fzepic%2F&secure%5Burl_type%5D=linkedin_company_website)  
34 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Small, 25% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users love how ZEPIC enhances **customer engagement** , making digital interactions smoother and boosting brand performance.
- Users value the **outstanding customer support** provided by ZEPIC, enhancing their overall experience and brand performance.
- Users love the **customization options** of ZEPIC, enhancing brand engagement and improving customer experiences effectively.
- Users find ZEPIC's **easy integration** highly beneficial, enhancing e-commerce performance and customer support effortlessly.
- Users value the **easy integrations** of ZEPIC, enhancing their e-commerce performance and streamlining customer support.

##### Cons

- While ZEPIC offers support, the **learning curve can be challenging** for newbies adapting to new digital solutions.

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

**["Seamless WhatsApp Coexistence, Smart Segmentation, and Exceptional Support"](https://www.g2.com/survey_responses/zepic-review-13168835)**

**Rating:** 5.0/5.0 stars

_— Mahesh R._

[Read full review](https://www.g2.com/survey_responses/zepic-review-13168835)

**["Hands-down the most modern retention marketing (whatsapp, email) platform for Shopify"](https://www.g2.com/survey_responses/zepic-review-12291870)**

**Rating:** 5.0/5.0 stars

_— Rishabh B._

[Read full review](https://www.g2.com/survey_responses/zepic-review-12291870)

### [Zymphony](https://www.g2.com/products/zymphony/reviews)

Introducing Zymphony: Revolutionize Your Sales Strategy with Unified User Profiles Experience the power of Zymphony and transform your sales approach. With our Unified User Profiles, gain complete visibility into every visitor, lead, and customer. No more fragmented data—Zymphony collects information from every touch point and presents it in a single user timeline. Unlock the potential of Powerful Segments, effortlessly filtering visitors, subscribers, and customers based on behavior. Run personalized automations tailored to each segment, maximizing the impact of your sales efforts. Achieve actionable insights with our custom dashboard, visualizing your key performance indicators (KPIs) for better tracking and real-time adjustments. Take control of your sales strategies and achieve your goals faster than ever before. Efficiently categorize your audience using Tagging. Create tags to identify multiple audience segments, ensuring targeted marketing and sales strategies that align with individual preferences. Access our Actionable Dashboard, making data-driven decisions effortless. Monitor conversion rates, track customer visits, and measure customer lifetime value (CLV) in real-time, enabling swift adjustments and optimization. Identify when identified customers or leads visit your sites, triggering automations to increase conversions or boost CLV. Deliver personalized messages or exclusive offers at the perfect moment of engagement. Elevate your sales strategy with Zymphony. Empower your business with Unified User Profiles, Powerful Segments, Insights Leading Action, Tagging, Actionable Dashboards, and Customer Visit Identification. Unleash the true potential of your customer data today with Zymphony. Experience the transformation firsthand.

#### Who Is the Company Behind Zymphony?

- **Seller:** [Webonise US](https://www.g2.com/sellers/webonise-us)
- **Year Founded:** 2009
- **HQ Location:** New York, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fa10dba2064dae1f42852a707617b2a102860599eb3cc5674c8e54e0b3176df2&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fweboniselab&secure%5Burl_type%5D=linkedin_company_website)  
320 employees on LinkedIn®

- [‹ Prev‹ Prev](/categories/customer-data-platform-cdp?order=g2_score&page=19&rc=novicell#product-list)
- [1](/categories/customer-data-platform-cdp?order=g2_score&rc=novicell#product-list)
- [2](/categories/customer-data-platform-cdp?order=g2_score&page=2&rc=novicell#product-list)
- …
- [16](/categories/customer-data-platform-cdp?order=g2_score&page=16&rc=novicell#product-list)
- [17](/categories/customer-data-platform-cdp?order=g2_score&page=17&rc=novicell#product-list)
- [18](/categories/customer-data-platform-cdp?order=g2_score&page=18&rc=novicell#product-list)
- [19](/categories/customer-data-platform-cdp?order=g2_score&page=19&rc=novicell#product-list)
- 20
- Next ›Next ›

Spotlight Categories

[Project Management Software](https://www.g2.com/categories/project-management)

[Applicant Tracking Systems (ATS)](https://www.g2.com/categories/applicant-tracking-systems-ats)

[ETL Tools](https://www.g2.com/categories/etl-tools)

[Board Management Software](https://www.g2.com/categories/board-management)

[Identity and Access Management (IAM) Software](https://www.g2.com/categories/identity-and-access-management-iam)

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 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. 

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

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

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

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

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

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

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

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

### Sources

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