Chart chat volume by hour, day, and device to time campaigns perfectly
Spot high-drop windows and introduce nudges or pop-ups at those moments
Align marketing sends with your Shopify chatbot’s peak activity
Identify where users exit between Homepage → PDP → Add to Cart → Checkout
Optimize nudges and pop ups to reduce on site cart abandonment
Refine CTAs and AI flows to close gaps in the conversion path
Understand split of user needs and what visitors are searching by city or region
Break down concern, drop off rates, delivery challenges, product queries city wise
Tailor messaging, offers, and inventory planning to local needs
