Cross-selling optimisation


Company: strato.de

The challenge

A very long cross-selling page with high information density is part of the checkout process. The only way for users to continue to the next step is to scroll the page to the bottom. Many of the users decide to leave the website at this point, without completing the order.

Project background

In the past an A/B test of this page against an optimised version was done, but it led to less sales. Right after this test, the page was switched back to the original and some of the stakeholders became more skeptical towards change.

Goals from user perspective
  • reduce cognitive load and clutter
  • improve findability of information
  • receive clear feedback if a product is added to the basket
  • easily move on to the next step of the checkout
Goals from business perspective
  • improve the conversion rate of the products
  • reduce the exit rate of the page
The outcome

The final redesign of the cross-selling page - "after" - performed better on both KPIs (conversion rate and exit rate), doubling the percentage of users who bought at least one additional product.

Before and after
Before
After
My role

As the only designer in the project my role was to suggest a timeline and goals for the redesign, organise regular meetings with the involved stakeholders, conduct research and redesign. I was working closely with data analysts and product managers.

Design Approach

The design process in this case was not only focused on user and business goals, but also on creating consensus between stakeholders. Therefore the process included the following steps:

  1. usability test of the complete checkout process ↓
  2. redesign of the cross-selling, based on findings from the usability test ↓
  3. prototyping the new design solution ↓
  4. usability test of the redesigned page and optimisation of the design, based on findings from the usability test ↓
  5. A/B test comparing the two different versions of the cross-selling ↓

Step 1 → Usability Test

The checkout flow for the hosting product is the most used user flow of the website. Nevertheless no preexisting research on it was available.

A remote usability test was conducted, with the goal of evaluating the usability of the checkout process in general and of the cross-selling page in particular.

usability test findings
Findings from the usability test:
Step 2 → Redesign

The redesign of the cross-selling template was informed by the findings from the usability test. The goals for the redesign were to:

Sketches for desktop
Sketches
Sketches with a sticky "continue" button
Sketches for mobile
Sketches for mobile
Additional product information

After creating a couple of improved versions of the page, I organised a workshop with product managers, web analysts and developers in order to discuss the possible solutions. These were presented as low fidelity wireframes in order to be able to concentrate on the information architecture, without being distracted by design.

Following the workshop, I created mockups for the page integrating feedback from stakeholders.

Before Checkboxes
  • poor affordance
  • no text labels
  • the size of the UI element does not meet expectations
After Multi-state buttons
  • high affordance
  • text labels, describing the action "select"
  • status clearly visible
Before: not selected state
Before: selected state
Sketches for multi-state buttons
After: not selected state
After: selected state

The redesign presents only the small amount of data necessary for the users to understand if they are interested in the product.

Before A lot of information visible
  • around 60% of the information is visible
  • another 40% of the information can be opened in an accordion
After Progressive disclosure
  • around 10% of the available product information is visible
  • additional 40% of the information is shown after the user interacts with an info button
  • the rest of the information was removed
Step 3 → Prototype creation

After deciding on a final version for the cross-selling, I created a high fidelity prototype with Axure, that could be used in a remote usability test.

The prototype was first tested by a couple of colleagues that volunteered in order to make sure that there were no technical problems.

Step 4 → Usability test

The goals of the test was to observe user behaviour in a "5-minutes" remote test. This type of test is appropriate for studies that focus only on one main task.

Goals

The goals of the test were to observe if users will:

  • scroll down the page, when there is a sticky bar with a "continue" button
  • use the categories sub navigation to move between categories like "marketing" or "business"
  • notice the category labels like "marketing"
  • use the "select" button
  • use the "info" button
  • be frustrated because of the lack of information about the products
Observations

Observations from the usability test:

  • all the users explored the content of the page
  • none of them commented on the category labels or used the categories subnavigation, so these were removed in the final version
  • most of them used the "select" button
  • most of them commented on the info button and some of them also used it and commented positively on the additional information shown
  • none of them expressed frustration

After removing all unnecessary elements, there was only one final step to be done - to verify if the new solution was better or worse for the business.

Step 5 → A/B test
A/B Test

The old and the new versions of the cross-selling were tested against each other, splitting the traffic 50/50 and considering the following KPIs:

  • Conversion rate
  • Take rate
  • Exit rate

We could observe an improvement of all KPIs. The percentage of customers who bought at least one product on this page - also known as take rate - doubled from 7% to 14%.

Learnings

Design methods give a lot of possibilities to create consensus between stakeholders and facilitate decisions with the support of qualitative and quantitative data. The whole project involved a lot of quick iterations and collaborations and was perceived as a success by the participants.





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