DISCOVERY
Where does a purchase actually start?
Customers may start with search, social, an AI assistant, a store visit, or somewhere you do not control.
The business question:Are we showing up at the right moment?

What we think
Understand how people discover, evaluate, buy, and return, and where changing expectations create friction or opportunity across the purchase journey.
Find your starting point
THE PROBLEM
Modern buyers make decisions in disjointed micro-moments.
The customer sees one journey. Most businesses still see separate channels.
WHY IT MATTERS
Customers carry their intent across search, social, stores, marketplaces, and AI.
Design around how people make decisions, with the information and confidence they need at each moment.
DISCOVERY
Customers may start with search, social, an AI assistant, a store visit, or somewhere you do not control.
The business question:Are we showing up at the right moment?

DECISION
A shift from passive interest to a decision gets unlocked by reliable information and zero checkout friction.
The business question:What information does the customer need to keep moving?

Architecture
Customer context, along with pricing, inventory, product information, and service to stay consistent wherever they go.
The business question:Can the experience keep up as the customer moves?

HOW WE SOLVE IT
See where changing customer behavior has outpaced the experience.
Redesign the experience around how customers actually make decisions.
Fix the moments where changing behavior creates friction or abandonment.
OUR PERSPECTIVE
The real upside is understanding how customer habits change and retooling around them.