AI agents
A support agent is better when it knows what the shopper already tried.
An AI support agent that sees only the latest question has to guess. With scoped visitor context, it can understand the product a shopper viewed, the information they searched for, and where they encountered friction.
The practical framework
Answer the question behind the metric
Give the agent relevant context
Expose the current journey, recent product interest, search intent, and unresolved action — not the entire analytics warehouse.
Use context to reduce repetition
The agent can answer shipping, product, or checkout questions more directly when it knows what the shopper has already read or attempted.
Keep access scoped and reviewable
Use least-privilege access, clear retention rules, and logs. Context should improve the interaction without becoming an excuse to expose more data.
Apply it
Connect the signal to a next move
A useful analytics page does not stop at measurement. It tells the reader what to inspect, what to change, and when an agent or automation is appropriate.
Turn visitor intent into action
Install the pixel and start with one question: which shoppers need a better next step?
Install the pixel