Ecommerce ops · Production

Ocado personalizes first-visit product listing page for a 5.7% add-to-cart uplift

The problem

Ocado's first-time shopping experience is the longest and most challenging because the company cannot yet know a new customer's preferences, yet must convey the breadth of its 50,000-item catalog before requiring shoppers to create a mandatory account.

Workflow diagram · grounded in source
1
First-time visitor arrives
trigger
“For first-time visitors, the Ocado product listing page looks like the above, showcasing a wide range of products”
2
Unguided catalog browsing
output
“this experience is mostly unguided, allowing first-time shoppers to fully explore the product catalog”
3
First-time discount banner
output
“promoting an exclusive first-time discount banner at the top of the page”
4
Personalized cart savings message
ai_action
“Personalized messaging in the cart shows the visitor the amount of money saved based on the current cart total”
Reported outcome

An unguided, personalized first-visit experience featuring a discount banner and cart savings messaging yielded a +5.7% uplift in the add-to-cart rate.

Reported metrics
Add to cart rate+5.7%
Source
https://www.dynamicyield.com/case-studies/ocado
Read source ↗

Frequently asked questions

What did this team achieve with this AI workflow?

An unguided, personalized first-visit experience featuring a discount banner and cart savings messaging yielded a +5.7% uplift in the add-to-cart rate.

What results were reported?

Add to cart rate: +5.7% (source-reported, not independently verified).

How is this ecommerce ops AI workflow structured?

First-time visitor arrives → Unguided catalog browsing → First-time discount banner → Personalized cart savings message.