LupaSearch Recommendations
Well-configured product recommendations typically deliver measurable improvements in key business metrics. Based on aggregated ecommerce benchmarks and customer performance data, recommendation blocks can achieve:
- 10–20% uplift in average order value (AOV) through upsell and cross-sell strategies.
- 5–10% increase in conversion rate by improving product discovery.
- Up to 30% higher engagement on product and category pages.
- Significant revenue contribution from “Frequently Bought Together” and “You May Also Like” widgets.
Actual performance depends on traffic volume, product catalog size, data quality, and correct Events API implementation.
LupaSearch Recommendation Types & Business Impact
- Popular Now – Drives fast-moving inventory and increases homepage engagement.
- New Products – Accelerates time-to-first-sale for newly launched items.
- On Sale / Best Offers – Improves campaign performance and price-sensitive conversions.
- New in Category – Helps retain category-level shoppers and boosts exploration.
- Popular in Category – Strengthens trust through social proof and behavior-driven ranking.
- Similar Products – Reduces bounce rates on product pages.
- You May Also Like – Increases cross-category discovery and session depth.
- Alternative Products – Prevents lost sales during out-of-stock or price-sensitive scenarios.
- Customers Also Viewed – Encourages comparison shopping and keeps users active on site.
- Frequently Bought Together – Directly increases basket size and overall checkout value.
Recommendation Placement, Logic & Description:
| Page Location | Recommendation Type | Source / Logic* | Description |
|---|---|---|---|
| Home Page | Popular Now | Based on search clicks, add-to-cart events, and/or orders information | Shows trending products site-wide |
| Home Page | New Products | Products tagged as "new" in the product feed or updated catalog | Highlights newly added items |
| Home Page | On Sale / Best Offers | Products tagged as "on sale" in the product feed or catalog updates | Promotes discounted or best offer items |
| Category Page | New in Category | Products tagged as "new" in the product feed or catalog updates | New arrivals in the selected category |
| Category Page | Popular in Category | Clicks, cart events, and orders filtered by same category | Highlights top items in a specific category |
| Product Page | Similar Products | Similar attributes (brand, size, color) | Shows visually or functionally similar items |
| Product Page | You May Also Like | Search clicks, add-to-cart, and order data | Personalized product suggestions |
| Product Page | Alternative Products | Product category and custom rules (e.g., margin, inventory) | Alternative suggestions based on rules |
| Product Page | Customers Also Viewed | Item click events | Items commonly viewed together |
| Product Page / Cart | Frequently Bought Together | Cart and order combinations (complementary products) | Suggests bundles or related purchases |
| Cart & Pop-up | You May Also Like | Click items and purchase history | Boosts upsell opportunities during checkout |
Technical documentation
Detailed technical implementation, including configuration, query setup, and API requests, is available in the LupaSearch Developer Documentation: