Complete the Look
The Complete the Look logic suggests items that naturally complement the current product, focusing on creating complete outfits or sets rather than just offering color or size variations. This powerful hybrid approach intelligently blends co-purchase data with AI similarity for highly relevant suggestions.

How it works
- Integrates 'frequently bought together' style signals with advanced embedding similarity analysis for comprehensive recommendations.
- Prioritizes products from complementary categories, intentionally biasing against near-duplicates or mere variations.
- An anchor product on the product detail page is essential for generating these context-specific recommendations.
Best placements
Product Detail Pages (PDPs) (Primary)
Ideal for apparel, beauty, home goods, and any catalog where products are often sold or used in combinations.
Things to know
- Performs optimally when your product catalog features clear and distinct complementary relationships between items.
- Even with limited co-purchase data, the AI similarity component of this hybrid logic ensures valuable recommendations are still generated.
- Pair with bundle discount CTAs (available in RecoBoost Core+ plans) to effectively promote 'buy both & save' offers.
