E-commerce analytics
Visitor intent is the layer between traffic and revenue.
The practical framework
Answer the question behind the metric
Start with behaviors, not labels
Track a small set of behaviors that map to a real shopping decision: product views, internal search, comparison, add-to-cart, checkout start, and return sessions.
Join the journey across sessions
A single session can be noisy. A returning shopper who revisits a product, searches for shipping information, and adds to cart is giving you a stronger signal than any isolated event.
Make the score explainable
A useful intent score should show its reasons. For example: high-intent search, repeat product view, cart created, and checkout not completed. Explainability helps a marketer decide what to do next.
Apply it
Connect the signal to a next move
Turn visitor intent into action
Install the pixel and start with one question: which shoppers need a better next step?
Install the pixel