Industry Use Cases
Personalized AI Recommendations for Every Industry
Explore how AI-driven recommendations can enhance engagement, improve efficiency, and drive results across multiple industries.
Where teams use it
Full‑stack recommendations for commerce, content, and operations.
Home, PDP, cart, and checkout modules that increase AOV with “Frequently Bought Together” and “Similar Items”.
- Personal feed on home
- PDP: Similar & complementary
- Cart: Cross‑sell & bundles
Personalize rows, “Because you watched…”, cold‑start for new titles, and editorial blends that respect business rules.
- Session‑aware carousels
- New & trending mixers
- Continue watching
Next‑read recommendations, topic personalization, and subscriber upsell based on propensity and recency.
- Topic‑aware home feed
- Author & series suggestions
- Paywall conversion nudges
In‑product guidance, activation checklists, and expansion plays that suggest next best actions per account.
- Feature discovery
- Usage‑based upsell
- Journey‑aware guides
Supply‑demand matching, seller recommendations, and smart search facets to reduce bounce.
- Top picks per user cohort
- Multi‑objective ranking
- Quality & trust signals
Triggered messages with 1:1 content, send‑time optimization, and recoveries that bring users back.
- Cart & browse recovery
- Digest personalization
- Send‑time & channel picks