Recommendation Engine
Place AI-personalised product widgets across the journey, then tailor results per customer segment.
Recommendation revenue +19%
$96.4K
/mo revenue
Attach rate +4%
23.8%
session attachment
Widgets Live
3 / 4
active placements
Avg widget CTR +6%
7.9%
click efficiency
Visual Widget Builder
lumiere.com/products/radiance-serum
Frequently Bought Together
Widget configuration
Products Shown4
AI Personalisation
Rank per shopper behaviour
Exclude out-of-stock
Never recommend unbuyable SKUs
Bestseller fallback
When no signal is available
Price-anchor logic
Pair with complementary price tiers
Active Widgets Placements
| Widget | Placement | Type | Impressions | CTR | Revenue | Status | |
|---|---|---|---|---|---|---|---|
Complete the routine | Product Page | Frequently Bought Together | 1.2M | 8.4% | $42.1K | live | |
Trending in Skincare | Homepage | Trending Products | 890K | 5.1% | $28.6K | live | |
You may also love | Cart | AI Personalized | 410K | 11.2% | $19.4K | live | |
Add before checkout | Checkout | Frequently Bought Together | 210K | 6.8% | $8.9K | paused |
Customer Segmentation
VIP Customers4.2K
Boost premium & limited editions, hide entry-tier SKUs
First-Time Visitors128K
Surface bestsellers & social proof, lead with bundles
Cart Abandoners18K
Re-rank abandoned categories, apply gentle urgency
High-Intent31K
Tighten relevance, prioritize in-stock & fast-ship
Targeting rules · VIP Customers
Audience Matches When
Lifetime value>$500ANDOrders≥5
Then Customise Discovery
Boost premium & limited editions, hide entry-tier SKUs