E-commerce
CLIENT:
Dell.com
YEAR:
2023
MY ROLE
Product designer



Dell.com Cart Page Data Driven Redesign






4 Goals of Redesign.
Dell Cart iteration.
Understand the issue from CSATS/ Vocaas.
With the insights gathered from stakeholders.
By gathering different solutions to clear define
problems. Test different solutions at a small
scale. Pick up the most potential solution.
About this project
Discover & Findings.
Goal 1
Reduce the distractions and frictions.
Help the customer reduce the cognitive load.
Goal 2
Reduce the exit rate. Increase the conversion rate.
The data shows that 80% of the customers quit
in Cart page when they start browsing existed
functions.
Goal 3
Help customers confirm the information of their
items. Find out the better price.
Due to multiple functions, the load time of Cart page
is around 4s.
Besides the back end changes. There should be
something can be done through UI perspective.
Goal 4
Provide more smoothly shopping path..






The Dell.com Cart & Checkout experience is a critical
part of Dell’s e-commerce platform, requiring
specialized design and technical expertise.
The goal of this project was to create a seamless,
secure, and scalable online purchasing flow that
minimizes friction and increases conversion.
I applied a data-driven design approach—leveraging
user behavior insights and hypothesis testing—to
optimize the user journey and drive measurable
business outcomes.
The Dell.com Cart & Checkout experience is a critical part of Dell’s e-commerce platform, requiring specialized design and technical expertise. The goal of this project was to create a seamless, secure, and scalable online purchasing flow that minimizes friction and increases conversion. I applied a data-driven design approach—leveraging user behavior insights and hypothesis testing—to optimize the user journey and drive measurable business outcomes.
About this project.
About this project.




Dell Cart iteration
Dell Cart iteration.
Dell Cart iteration.
Over the course of three years, I led a major redesign of the Dell.com cart page, transforming it through a data-driven and user-centered approach. By continuously running A/B tests, conducting user testing, and responding to evolving business needs, we incrementally improved the experience and functionality. These iterative enhancements culminated in the successful launch of the fully redesigned cart experience at the end of 2023.




The evolution of the Dell.com Cart page from 2020 (left) to 2023 (middle and right).
Insights from Quantity Data
Data showed that nearly two-thirds of customers abandoned their purchase at the cart page, indicating a critical opportunity to reduce churn and improve conversion.


Insights from Qualitative Research
Before making any design decisions, I sought to uncover customer needs and pain points by asking:
What frustrates customers the most about the cart experience?
Why do customers linger on the cart page — what are they trying to achieve?
What barriers or concerns prevent them from moving forward to checkout?



Insights & Goals of Redesign.
Insight 1
Users are distracted by unnecessary information on the cart page that doesn’t contribute to their purchase decisions.
Goal: Reduce distractions and friction. Help customers minimize cognitive load and stay focused on completing their purchase.
Insight 2
Customers visit the cart to verify key product details, such as specifications, pricing, and delivery information.
Goal: Ensure item information — including specs, price, and shipping details — is clear, accurate, and easy to access.
Insight 3
Some users treat the cart as a "dressing room", adding multiple items to compare and select from before checking out.
Goal: Support comparison behavior by helping customers easily review, compare, and select items in the cart.
Insight 4
The path from the product page to the cart involves multiple steps, and some users feel lost or disoriented during the transition.
Goal: Streamline the shopping flow and create a smoother, more intuitive path from product selection to the cart.
First improvement.
Removal of unnecessary information
. Reduced cognitive load when customers browse the Cart page
. Helped customers focus on key information
Removal of unnecessary information
. Reduced cognitive load when customers browse the Cart page
. Helped customers focus on key information
Approach
. A/B Testing
· User testing

Second improvement.
Redesign the most important functions
· View specs
. Price list/ Savings
· Rewards
Redesign the most important functions
· View specs
. Price list/ Savings
· Rewards
Approach
. A/B Testing
· User testing
Approach
. A/B Testing
· User testing

Third improvement.
Create new designs in Cart
· Skeleton pre-loading style
. Delivery
· Compare
Approach
. A/B Testing
· User testing

Fourth improvements.
Redesign Add to Cart flow
· Add to cart flow from shopping process
. Add to cart flyout research
Approach
· User testing

User Testings.
User testing, user interview is one of the most important approaches
we used to gather users'feedback.

AB Tests.
Compare with quality test. Quantity test is more scientific and authentic. We have done lots of AB test on both cart page and add to cart flow in the redesign process ...

What People Say about me.

Result.

Vocaas Feedback.


IR Curve end to end flow.


First improvement.
Second improvement.


Third improvement.




Goal 1
Reduce the distractions and frictions. Help the customer reduce the cognitive load.
Goal 2
Reduce the exit rate. Increase the conversion rate.
The data shows that 80% of the customers quit in Cart page when they start browsing existed functions.
Goal 3
Help customers confirm the information of their items. Find out the better price.
Due to multiple functions, the load time of Cart page is around 4s.
Besides the back end changes. There should be something can be done through UI perspective.
Goal 4
Provide more smoothly shopping path.

Create new designs in Cart
. Skeleton pre-loading style
. Delivery
· Compare
Approach
. AB Test
· User testing


Discover & Findings.
Vocaas Feedback.
4 Goals of Redesign.
First improvement.
Removal of unnecessary information
Reduce cognitive load when customer browse the Cart page
Help customers be more focus on the most important info.
Approach
AB Test
User testing
First improvement.
Removal of unnecessary information
Reduce cognitive load when customer browse the Cart page
Help customers be more focus on the most important info.
Approach
AB Test
User testing
Third improvements:




Fourth improvements.


User Testings.


AB Tests.


What People Say about me.


Result.

