In this post, we highlight some key differences between a Customer Data Platform (CDP) and other tools generally used in a marketing tech stack. We also tackle the all-important question on many companies’ minds: “should I build or buy a CDP?.” Introduction At first glance, many tools in the marketing tech stack appear to be the same. These include the , , Data Warehouses, systems, Marketing Automation tools, Analytics tools, and other systems for managing customer data. Customer Data Platforms (CDPs) Data Management Platforms (DMPs) Customer Relationship Management (CRM) The similarity often comes from significant overlap in features. For example, many of the above tools give you the ability to build audiences and review performance reporting. Because of those overlapping features, lack of clarity in the market, and the fact that separate teams often choose different tools, product managers and marketers often inadvertently create tech stacks that do one or two things well, but make centralizing customer data a big mess. Frankenstein Having a clear understanding of what a CDP is and making a clear demarcation between a CDP and other marketing technologies goes a long way in building a successful data strategy for marketing. So, What Exactly is a Customer Data Platform? According to the , a CDP is defined as a “packaged software that creates a persistent, unified customer database that is accessible to other systems”. Customer Data Platform (CDP) Institute It’s worth dissecting this definition to understand the detail of what a CDP is and what it does: - A CDP collects the event data and the associated attributes from a variety of data sources such as websites, mobile apps, etc. It then processes this data to unify customer identities and create a single view of your customers. Creates a persistent, unified customer database - A CDP seamlessly integrates with third-party tools and platforms to power your downstream use-cases. These include driving effective marketing campaigns, fuelling cutting-edge analytics, enriching your data warehouse, and many more. Accessible to other systems It is also important to note that a CDP does all this while adhering to the required data quality and governance standards, and mitigating any data privacy or security issues, all of which are significant undertakings from an engineering standpoint. Now that we’ve established what a CDP is and what it does, let’s differentiate CDP from the other marketing technologies and systems that manage customer data. CDP Vs Data Management Platform (DMP) The major differences between CDPs and DMPs lie in the type of data, as well as how that data is collected. CDPs allow businesses to collect first and second-party data in real-time through APIs, SDKs, and other sources, then allow users to process and normalize it for downstream use-cases. DMPs, on the other hand, collect mostly third-party data for creating audiences in large-scale marketing campaigns. Another key difference between the two types of platforms is that the data collected by the CDPs contains . This is because CDPs are mainly used by downstream tools to drive personalization (recommendations, marketing campaigns, etc.). In contrast, DMPs collect completely anonymized data (i.e. the PII is stripped off the data), so it cannot be associated with individuals. PII (Personally Identifiable Information) CDP Vs CRM Platform Unlike a CDP, a CRM specializes in helping you manage relationships with your customers. CRM allows you to efficiently manage first-party data and view, update, and report on your customer and account records. There are some key differences between CRMs and CDPs, primarily in how they collect, process, and use the data. For starters, a CRM captures and stores data generated mostly through customer engagements. It also records transactional and sales data. A CRM is not built to unify data coming from other systems. However, a CDP can supply data to a CRM by restructuring it and supplementing it with the required indexes for the CRM to use it effectively. Another key difference between CRM and CDP is that while a CDP has integrations with various third-party tools for analytics, marketing, and other downstream use-cases, a CRM has its own tools for managing interactions with the customers or integrations with marketing automation tools. Thus, CRMs often have very limited integration with third-party tools for customer interaction and engagement and reporting on various types of other customer data. CDP vs Data Warehouse A data warehouse is a centralized repository of data gathered from multiple disparate sources. Businesses use data warehouses as a core component of their business intelligence infrastructure, using them as systems for reporting and data analysis. While it’s true that most CDPs and data warehouses use the same technologies for data, there are very few similarities between the two otherwise. Here are some key differences between a CDP and a data warehouse: Building Your Own CDP vs Buying One: An Important Consideration Once you have a clear understanding of what a CDP is - - you can then ask the next logical question: and what it isn't should you buy or build your CDP? Most CDPs have the same building blocks - they are built using common technologies that you already own or can buy easily. However, proprietary CDPs also come with connectors for the common data sources, built-in data preparation workflows, and set processes for identity resolution. To build an in-house CDP, you will either have to implement all of these systems from scratch or find the relevant components that do these things and assemble them. Here is what a looks like. Both these cases are likely to cause technical complexities and take up your IT department's significant time. There is also a risk of failure and efforts required to build and maintain the CDP. complete customer data stack On the other hand, it makes a lot of sense to build your CDP if it offers significant market differentiation from the proprietary ones. This differentiation includes the ability to personalize customer engagements at the required cadence, driving customer LTV, and, ultimately, increased revenue. Even then, though, most companies would be better served by spending resources on taking action on the data, instead of having internal teams manage complex pipelines.

Customer Data Platform (CDP) Vs Data Warehouse, CRM, and Data Management Platform

About Author

Comments

TOPICS

THIS ARTICLE WAS FEATURED IN

Related Stories

5 Best Practices for Tracking In-app Event Data

10 Great Articles On Data Science And Programming!

10 FinTech Trends in 2021 [Part II]

10 Financial Predictions for 2021 to Protect Your Wealth

13 API Metrics That Every Platform Team Should be Tracking

If You’re Trying to Talk to Everybody, You’re Not Reaching Anybody

5 Best Practices for Tracking In-app Event Data

10 Great Articles On Data Science And Programming!

10 FinTech Trends in 2021 [Part II]

10 Financial Predictions for 2021 to Protect Your Wealth

13 API Metrics That Every Platform Team Should be Tracking

If You’re Trying to Talk to Everybody, You’re Not Reaching Anybody

Light-Mode

Classic

Newspaper

Minty

Dark-Mode

Neon Noir

Minty

HN StartUps