Algonomy

Detect returning user via Cookie/ID.

Query Xen AI for user affinity scores.

Inject personalized banners and product carousels.

Update profile with real-time click data.

Sync inventory API with recommendation engine.

Filter recommendation candidates by 'In-Stock' status.

Weight items by margin and stock level.

Serve recommendations via API.

Trigger event on cart abandonment.

Analyze cart contents and user price sensitivity.

Generate a dynamic offer (e.g., 5% discount).

Send personalized email or push notification within 30 minutes.

Ingest POS data via batch or API.

Match transaction to digital ID.

Update loyalty tier status in real-time.

Refine digital product recommendations based on offline purchase.

Capture search query.

Retrieve user's style and brand preferences.

Re-order search results using Algonomy Search API.

Display results most likely to convert for that specific user.

Monitor 'Last Visit' and 'Purchase Frequency'.

Xen AI flags user as 'At Risk'.

Trigger high-value 'We Miss You' campaign.

Route customer to VIP support if they interact.

Identify user's preferred store location.

Filter web catalog to show only items available at that location.

Personalize the checkout flow for local pickup.

Confirm via SMS through integrated communication platform.