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Featured

Tullie Murrell
 | 
June 20, 2025

Shaped Is Now SOC 2 Type 2 Certified: The Platform You Can Trust for AI-Powered Recommendations and Search

All Blogs

Blogs

Tullie Murrell
 | 
July 18, 2025

Peering Inside the Black Box: Leveraging User & Item Embeddings

AI/ML
Tullie Murrell
 | 
July 17, 2025

Mastering Feature Interactions: A Deep Dive into DLRM-Style Ranking Models (Wide & Deep, DeepFM, etc.)

AI/ML
Nic Scheltema
 | 
July 17, 2025

The Three Ranking Problems Every Real Estate Marketplace Faces

Personalization
Product
Nic Scheltema
 | 
July 16, 2025

Inside PinRec - Pinterest’s Production-Ready Generative Retrieval Model

AI/ML
Technology
Nic Scheltema
 | 
July 15, 2025

Your Personalization Project Has a 2-Year Payback Period. Here's How to Make It 2 Weeks.

Product
Tullie Murrell
 | 
July 15, 2025

Categorical Features: The Backbone of Search & Recs Engineering

AI/ML
Nic Scheltema
 | 
July 14, 2025

The Personalization Maturity Curve: What Level is Your Marketplace On?

Personalization
Product
Tullie Murrell
 | 
July 14, 2025

Gowalla Dataset: Understanding Location Check-ins, Social Ties, and Mobility Patterns

AI/ML
Tullie Murrell
 | 
July 11, 2025

Catalog Coverage: Are Your Recommendations Exploring Your Whole Inventory?

AI/ML
Personalization
Tullie Murrell
 | 
July 10, 2025

Activating Your SingleStore Data for Real-Time AI Personalization with Shaped

Personalization
AI/ML
Tullie Murrell
 | 
July 9, 2025

Powering AI Personalization for Your Shopify Store with Shaped

AI/ML
Technology
Tutorial
Tullie Murrell
 | 
July 8, 2025

Content-Based Filtering Explained: Recommending Based on What You Like

AI/ML