Measuring CDP adoption: A comprehensive framework

1 year ago 50

Implementing a lawsuit information platform (CDP) is nary tiny investment. And, to paraphrase Spiderman, with large concern comes large expectations from the C suite. What they are going to privation to cognize is besides the hardest to answer: “Are we seeing worth from our CDP, and what is the ROI?” 

Many studies beryllium CDPs thrust concern value. They bash this by:

  • Building an omni-present azygous lawsuit view.
  • Creating accordant experiences crossed channels.
  • Informing the transportation of personalized content.
  • Providing real-time entree to lawsuit profiles. 
  • Eliminating redundancies done exertion level consolidation.
  • Creating efficiencies done automation and clip to activation.

However, they bash this successful conjunction with different systems, not connected their own. This makes it hard to recognize the worth publication and beryllium ROI. But the pursuing model volition assistance you measure its value.

Dig deeper: What is simply a CDP and however does it springiness marketers the coveted ‘single view’ of their customers?

The CDP adoption framework

Driving greater CDP adoption guarantees further concern benefit. Adoption is straightforward to recognize and measure, provided you usage a broad model which looks at: 

  • Platform utilization. 
  • Organizational adoption.
  • ROI tied to CDP-powered activations.

This model volition supply quantitative and qualitative information to pass your knowing of:

  • How acold your enactment has come.
  • How acold it needs to spell to scope your perfect maturity level.
  • What you request to bash to get there. 

Each CDP has its chiseled postulation of capabilities. That said, respective categories of utilization tin beryllium analyzed for immoderate level arsenic portion of a cosmopolitan adoption framework.

CDP - level    utilization

Here’s however to measure each of those 7 categories.

Data availability

Your CDP is lone arsenic bully arsenic the information residing wrong it. The pursuing illustration shows however to measure your data.

CDP - information  availability

Integrations

Your CDP fuels the experiences you make with customers done inbound oregon outbound channels. To make coordinated experiences consistently, it indispensable collaborate with each cardinal platforms, including:

  • Platforms that determine what is astir relevant.
  • Platforms that present those prescribed experiences. 

Your CDP indispensable continually augment profiles with signals captured from inbound and outbound interactions. 

A well-integrated CDP connects with platforms that enactment relevant-time decisions without accusation gaps.

A CDP that isn’t designed with interoperability volition not supply the level of maturity required to execute what astir organizations tendency — real-time optimization astatine the infinitesimal of interaction.

Dig deeper: What is individuality solution and however are platforms adapting to privateness changes?

Platform features ​

The features disposable successful immoderate level typically autumn into 2 categories:

  • Features that were priorities successful your buying evaluation.
  • Those that were not. 

Too often, we find that those ancillary features are forgotten and under-leveraged. 

For instance, conscionable due to the fact that you person a much precocious tract personalization level doesn’t mean you can’t find opportunities to leverage out-of-the-box tract personalization capabilities. They are usually accelerated to instrumentality arsenic the integration is pre-built.

User assemblage access

While marketers are usually the driving unit down adoption, CDPs aren’t conscionable for them. It is indispensable to thrust usage of the CDP by radical extracurricular of the selling department. This requires acquisition and strategical partnerships.

The information is that CDP quality tin person much interaction connected income oregon lawsuit work programs than connected selling which is accustomed to utilizing affluent first-party data.

The work for palmy CDP adoption doesn’t autumn lone connected selling and IT stakeholders. A squad focused connected CDP occurrence indispensable see marketing, IT, selling analytics, sales, agencies, product, service, originative and adjacent ineligible teams to found and refine caller processes for providing lawsuit experiences.

Audience management

This tin beryllium evaluated by looking astatine the following:

  • Access How broadly accessible are audiences crossed touchpoints, and however overmuch are they being utilized successful the platforms that are creating experiences?
  • Automation Leveraging much precocious techniques (i.e., creating event-driven audiences for usage wrong journeys oregon automated transportation of audiences to activation platforms) allows for much clip to enactment communal urgent needs that originate wrong an organization.
  • Time to run How agelong does moving from ideation to run plan to implementation take? A CDP should accelerate the process. But the much manual information and level enactment required, the little businesslike the process volition be.
  • Use of instrumentality learning (ML) When injected into assemblage absorption methodology, predictive modeling volition summation the sophistication astir marketers aspire to execute successful their personalization goals.

Activations

Simply leveraging a CDP wrong lawsuit acquisition programs doesn’t afloat bespeak however good an enactment has adopted a platform. What you request to bash is measurement the ROI from usage cases enabled straight by the CDP is achievable with immoderate discipline.

Whenever possible, leverage existing measurement methodologies and infrastructure to comparison results from activations earlier and aft utilizing the CDP. Create a program that intelligibly captures the KPIs, audience, originative and trial radical sizing earlier execution. Ensure each platforms and integrations are configured appropriately to enactment the execution and information seizure required for the test.

Identity resolution​

Every CDP promises a azygous lawsuit presumption (SCV). SCV can’t beryllium accomplished without individuality resolution, nary substance the nuances successful your information oregon premix of offline and online identifiers. 

Ensure you’ve established broad rules for stitching unneurotic each identifiers crossed each information sources. More importantly, each identifying events occurring passim immoderate portion of the lawsuit acquisition indispensable beryllium adequately handled by the platforms delivering those experiences. 

Those platforms indispensable seizure each identifiers and their associations and supply that accusation to the CDP’s individuality solution processes.

Scoring your CDP

CDP adoption scorecard

Quantitative output

In looking crossed the supra categories successful the framework, grounds your existent and aboriginal authorities maturity connected a standard of 1-5.

It’s important to recognize that it’s unrealistic for each (any!) enactment to people a 5 wrong each categories. This scoring should not beryllium arbitrary. 

At Actable, we person established wide definitions of maturity crossed aggregate subcategories wrong each class we usage successful the scoring rubric. Define these guidelines earlier scoring to guarantee you are objectively scoring individually oregon by committee.

Qualitative output

As you look astatine the spread betwixt your existent authorities and people authorities maturities, what areas bash you request to absorption connected closing this gap? 

Perhaps information prime is holding you back. Or you request to prioritize gathering that missing integration that volition alteration a amended knowing of customers.

Or it’s clip to instrumentality a trial of that capableness oregon transmission that you ever considered a nice-to-have.


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Opinions expressed successful this nonfiction are those of the impermanent writer and not needfully MarTech. Staff authors are listed here.

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