
How AI Shopping Agents Change the Sales Funnel and Key Metrics
The traditional sales funnel — awareness, consideration, conversion — assumes humans actively navigate discovery, comparison, and purchase.
Practical guidance for teams building measurable AI discovery programs.

The traditional sales funnel — awareness, consideration, conversion — assumes humans actively navigate discovery, comparison, and purchase.

A growing chunk of “traffic” is AI agents doing research on behalf of humans – and your analytics stack is blind to it by design.