Do customer data platforms suck?

Are CDP’s worth the investment or do customer data platforms suck?

Well, you can paint a very bad picture of them from a bean-counter’s perspective. The technology costs money, they add another item to the marketing technology stack, they have to be set up to receive data from many different sources, they then have to store all that data, and have to keep on being fed with it. Someone even has to hit a few keys for something to come out of them.

We think there is a bright side, which is not surprising to hear from people who are intrepid enough to actually build and sell CDPs.

Obviously, in themselves CDPs are worthless; the value only comes when you start to do something useful with that data. But as an enabler today’s CDPs can be something quite special.

The big picture view is that if you don’t have everything known about each customer structured and held in one place then you have no chance of meeting the customers’ expectations. And this holds true for every occasion when you are interacting with customers.

However below this Olympian vision there are a growing number of applications that are either made possible, or made to work better, when they can be powered by a customer data platform.

Here is a checklist we have made or current uses that our clients have been making of a CDP:

Outbound marketing

  • targeted and personalised direct mail
  • segmented email campaigns
  • triggered email campaigns
  • SMS push notifications

GDPR/Call center support

  • consent storage
  • privacy portal for SARs
  • customer recent activity search

Dashboards

  • customer and sales performance
  • linked to web browsing activity

Digital advertising

  • website personalisation (segmented and one-to-one)

Technical/ analytical

  • includes browsing history in the SCV
  • bespoke engineered data fields based on the SCV
  • SCV data exports for analysis

For those not entirely immersed in the jargon, what we now call a CDP we used to call a customer database, and after that a customer data warehouse, and then a single customer view. One of the differences between now and then is that in the now we expect data to come in from far more sources, and these include on-line browsing as much as off-line transactions.

Customer Data Platform timeline diagram
Customer Data Platform evolution timeline

 


UniFida logo

UniFida is the trading name of Marketing Planning Services Ltd, a London based technology and data science company set up in 2014. Our overall aim is to help organisations build more customer value at less marketing cost.

Our technology focus has been to develop UniFida. Our data science business comes both from existing users of UniFida, and from clients looking to us to solve their more complex data related marketing questions.

Marketing is changing at an explosive speed, and our ambition is to help our clients stay empowered and ahead in this challenging environment.


Why marketers may still need to find a ‘true’ customer data platform?

With all the power of the major CRM packages, this may sound like a stupid question; but we have had multiple clients that use CRM vendors come to us recently because they are not getting the ‘true’ customer data platform, and hence single customer view, they need.

And these clients come from very different sectors including sport, financial services, and charity.

A single customer view that isn’t ‘true’ has some unfortunate consequences.

It becomes very difficult to accurately fulfil GDPR Subject Access Requests if Mr Smith appears several times in the system. It can lead to wasteful and irritating communications such as sending two emails to the same person at the same time. It will mean that you can be treating the same person as a high value customer and as one that has become dormant. It can mean you’re submitting an existing customer to a welcome programme because they changed their email address. It makes your dashboards describing customer recruitment and attrition inaccurate, and so on and so forth.

We believe that the problem has arisen for two key reasons:

  1. the simple one is that the CRMs may let different users set up the same individual multiple times on the system without warnings, unless the contacts provided are absolutely identical
  2. the more complicated one is that correctly identifying individuals is in fact far from simple.

So, you may have an individual with a work email and the same individual with personal email, but they share the same mobile phone number and cookie ID.

They may use a different weekend and weekday name and address, but the same email. Or they may have several devices, hence cookie IDs, but a single email address. And so it goes on.

When we set about designing UniFida, our cloud-based customer data platform, we recognised that correctly identifying people is not only very important, but also very difficult.

So we decided to store as many different types of identifiers as we could. And most importantly to store the history of them, so that we never delete an identifier, unless of course someone is exercising their right to be forgotten.

It does mean that our system has to do a lot more work when new data arrives, because it has to look at all possible identifiers belonging to all personal records before deciding where to place new information.

And that can have interesting results. As well as bringing in new identifiers to an existing record, perhaps a new cookie ID, it can in some cases link together two people whom the system had been previously keeping separate. For instance two different email addresses can be found to have the same mobile phone number, and belong to the same person.

We call the process Purning, because we create a permanent URN, or unique reference number, for each individual, and that stays the same, even if over time all their identifiers may have changed.

As long as we can link a new identifier to an existing one, we know where to put the data that accompanies it.

Anthony and Julian of UniFida

Meet two of our team, Anthony and Julian, demonstrating UniFida.

Contact us if you are interested in a no-obligation chat about how we can help your business.


UniFida logo

UniFida is the trading name of Marketing Planning Services Ltd, a London based technology and data science company set up in 2014. Our overall aim is to help organisations build more customer value at less marketing cost.

Our technology focus has been to develop UniFida. Our data science business comes both from existing users of UniFida, and from clients looking to us to solve their more complex data related marketing questions.

Marketing is changing at an explosive speed, and our ambition is to help our clients stay empowered and ahead in this challenging environment.