Coverage
Three of the eight algorithms work the next purchase.
All eight are live from day one across product, category, home, search and cart. These three carry the shopper who has already bought from you.
Returning and mid-session
Recently Viewed
A deterministic recall of the shopper's own view history by recency, held across the session and across
return visits. It removes the work of re-finding a product and reinforces what is already under
consideration, as a persistent strip, as the homepage on a return visit, and as a cart-page reminder of
considered-but-not-added items.
Post-purchase
Replenishment
A predictive timing model for consumables and repeat-purchase products. It estimates each shopper's own
reorder interval from purchase history and product-level consumption patterns, then surfaces the reorder
prompt as the predicted depletion date approaches, on the homepage, on order history, on the product pages
for what they bought, and as a one-click add in the cart.
Cart abandonment
Abandon Cart Triggers
An event-driven recommender on real-time abandonment signals: an add to cart followed by exit intent,
session inactivity, or a session that ends without checkout. It re-presents the cart plus relevant
complements while the shopper is still on the site, and offers a resume-checkout entry point if they land
again with the cart still open.