Insights from Wizzy

E-commerce insights, AI search strategies, and product discovery trends to help you stay ahead of the competition.

Featured Article

How to Clean & Structure Ecommerce Product Catalogs for AI Accuracy

AI Accuracy Starts With Catalog Accuracy Ecommerce brands are rapidly adopting AI across search, recommendations, personalization, merchandising, and customer experience. Yet many AI initiatives underperform for one simple reason: AI systems are only as intelligent as the product catalog they learn from. Most ecommerce catalogs were never designed for machine understanding. They evolved over years...

March 17, 2026

Alok Patel

All Articles

Product Discovery & Personalization

How AI Fixes Bad Product Data in Ecommerce Catalogs

Introduction Every ecommerce experience is powered by product data. It determines: what products appear in search results how filters organize products which recommendations shoppers see how AI understands product relationships Yet in most ecommerce catalogs, product data quality gradually deteriorates. Products are added through vendor feeds, spreadsheets, marketplace imports, and internal updates. Different suppliers follow...

March 13, 2026

Alok Patel

AI Search

Search Relevance Optimization: How Ecommerce Brands Improve Product Findability

Search relevance is no longer just a feature of the site search bar—it has become a core revenue engine that determines how efficiently shoppers discover products, how well marketing dollars convert, and how quickly inventory moves. In modern ecommerce, search relevance sits at the intersection of shopper intent and business performance, and brands that optimize...

December 29, 2025

Alok Patel

Conversion & Revenue

How to Personalize Product Search Results in Magento Using AI

Product search has become one of the most influential moments in the ecommerce journey. On Magento stores—where catalogs are often large, complex, and rich in variations—the ability to show the right product to the right shopper at the right moment can make or break conversions. But traditional search engines rely heavily on keyword matching, meaning...

November 15, 2025

Alok Patel

AI Search

AI Shopping Agents: The AI Secret to ECommerce Sales Growth

E-commerce shoppers today are overwhelmed with choices. A typical online store can have thousands of products, yet studies show that 50–70% of site visitors leave without purchasing, often because they can’t quickly find the right product. This is where AI shopping agents step in — sophisticated tools that do more than recommend products; they understand...

September 17, 2025

Alok Patel

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