DATA ENRICHMENT

Acquired missing CRM contact data to improve customer engagement

TL;DR | ENHANCING EMAIL ENGAGEMENT AT PHILIPS WITH PERSONALIZATION

As a Product Designer at Philips, I implemented targeted progressive profiling that increased click-through rates and reduced churn.

SOLUTION SNEAK PEEK

Sending out a series of emails to capture data missing that were necessary for segmentation.

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     OUR SOLUTION ENTAILED

  • User could easily make his choice by clicking on a button
  • Options shown were based on other information we may have had on the user
  • If the options weren't applicable, user could easily press "Other" and update their profile in the preference centre

RESEARCH APPROACH | MIXED-METHOD 

To create user-centric and data-informed designs, I leveraged a structured research approach that integrated both qualitative and quantitative insights.

Research approach 3new

RESEARCH | CRM DATA ANALYSIS

We discovered that at least 60% of CRM contacts were missing data needed for being sent emails.

Initially, we analysed the CRM database and we found out that there was missing crucial information for at least 60% of all contacts. While I raised the issue to the proper teams to solve the sources of the problem, it was imperative to also get more data for our existing contacts.

RESEARCH | COMPETITIVE BENCHMARKING

Findings showed that multiple methods were used, but gated content was the no.1 preference.

We ran a competitive benchmarking to get a grasp on best practices. Our findings were that the most used tactic was gathering information through gated content. However, there were other opportunities such as email, LinkedIn, etc. to be explored. 

competitive benchmarking de

IDEATE | BRAIN WRITING & FEASIBILITY/IMPACT MATRIX

Brain writing gave us the ideas, but the feasibility/impact matrix showed us the way: email.

To gather ideas we did a brainwriting exercise, during which we were enhancing each other's ideas in every round. However, we needed to choose one that would be easy and fast to implement. I chose the feasibility/impact matrix to examine which one we should proceed with. Email was the answer.

DE Ideation

IDEATE | SKETCHES

A clear vision achieved by sketches.

To give the team a clear vision, I made some sketches on how the emails should look like. The sketches were based on well-known CRM best practices that I was familiar with due to my past CRM and marketing experience. 

DE Sketch

TRADE-OFFS | BALANCING USABILITY & BUSINESS IMPACT

Personalizing emails required balancing automation with data accuracy and user engagement.

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PROTOTYPE | BACK-END DATA MAPPING

Personalized options for our contacts to choose from.

I believed that a more tailored approach would yield better numbers than a 'one size fits all'. This entailed examining the contact data we did have available so that, where possible, we could offer them the most likely options to choose from.

DE mapping exercise

PROTOTYPE | WIREFRAMES

From sketches to hi-fi wireframes, almost ready for launch.

I designed the hi-fi wireframes and presented them to the team to receive feedback. The feedback was positive and we all agreed that we can send the emails out.

Wireframe1

PROTOTYPE | USER FLOWS

I designed the user flows to have a good overview on how the emails should be sent out & easily handover to the development teams.

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PROTOTYPE | PILOT TESTING

Our pilot program was successful!

We tested our solution to see if we can indeed gather data from our contacts through email. The only caveat was the we sent out tailored emails to the U.S. users based on the data mapping exercise. We wanted to see if a more tailored approach would perform better. 

COUNTRIES

Australia, Latin America, UK & USA

NO. OF CONTACTS

35% of total database

TESTING | RESULTS

The personalized approach yielded better results, but overall we had a success!

5%

Click-through rate

0.5%

Unsubscription rate

+15%

User Engagement

RETROSPECTION | NEXT STEPS

The project ended, but let's see what else I'd explore.

PHASE 1: USABILITY TESTING

Conduct usability tests on our solution and see how we could improve the copy and overall design for further optimization.

PHASE 2: EXPLORE OTHER TACTICS

Test other methods, such as LinkedIn forms or gated content. I'd like to see which method is the most successful and for which audiences.

PHASE 3: AUTOMATE DATA MAPPING

Integrate automatic CRM updates based on behavioral data to reduce manual input.

RETROSPECTION | LEARNINGS

My learnings from this project.

DON'T KNOCK IT TILL YOU TRY IT

There were many reservations on whether our solution would work. In order to just test it, I had to promote a mindset of "let's test it, it's okay if we fail". Quite difficult but always part of the job! The results were positive and thus, it was also confirmed that the mindset was right too!

PERSONALIZATION MATTERS

It may be tempting not to go the extra mile as you may be thinking that the impact will be too little. However, personalization matters so much and the impact can be bigger than anticipated.

Selected Works

Fly High, Not Hard: Designing a User-First Flight Booking App ExperienceProduct Design | Research | Wireframes | Prototype

Philips Lead Capture Makeover: From Okay to MarvelousProduct Design | Facilitation | Customer Journeys | Wireframes

Museum CX Overhaul: Crafting a Visitor Journey That's a MasterpieceService Design | Research | Personas | Customer Journeys

KS

Let's create together

Phone: +31628750362
Email: kath.stavrou@gmail.com
LinkedIn: @kathstavrou

© Katharina Stavrou

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