3rd Party Model Integration for Commerce
Tailor search relevance with your own machine learning models
Integrate insights from your proprietary and third-party ML models to further tailor and enhance search relevance and product ranking without moving your models to Coveo.
- Flexible Model Integration
Feed predictions and scores from any ML model into Coveo's search index while keeping your models where they are. -
Custom Context Support
Leverage your models' insights through Coveo's custom context framework for personalized search experiences. -
Real-time Ranking Enhancement
Dynamically influence product ranking using your models' predictions about inventory, trends, and sales performance.
- Inventory Intelligence
Incorporate stock distribution and supply chain predictions to optimize product visibility for key segments. -
Margin Optimization
Use your pricing and profitability models to influence product ranking strategies. -
Trend Recognition
Feed trending product signals from your forecasting models and omnichannel demand planning systems into search rankings.
- Multi-model Coordination
Combine insights from multiple ML models with Coveo's native intelligence. -
Complete Control
Take control over the optimization of visitor experiences on search and listing ranking. -
Contextual Relevance
Balance your models' predictions with real-time user behavior signals and intent-aware ranking. -
Dynamic Ranking Control
Adjust search relevance based on your business rules and model outputs.
Power your search with any model output:
- Indexing Pipeline Extensions for data integration.
- Custom Context API for real-time signals.
- Support for batch and real-time updates.
- Compatible with any ML framework or service.
Don't get left behind. Coveo’s AI Guide for Search and Product Discovery unveils 12 powerful models, strategically built by Coveo's 250+ engineers to redefine every experience touchpoint of your customer journey.
Search & Listings
Unified indexing and predictive search capabilities for product discovery.
Personalization
Personalized search results for new or anonymous visitors.
Recommendations
Based on real-time interactions to match each customers’ preference.
Merchandising and Insights
Intuitive controls simplify business tuning and facilitate site optimization.
AI,ML
Layers of powerful AI models that deliver an end-to-end shopper journey.
Generative Experiences
Guided advisory experience educating your customers on products and establishing your company as an industry leader.
