Luigi's Box

What Luigi's Box is

Search that understands shoppers. Keyword matching fails on real query language; AI ranking interprets intent, surfaces the right products and learns from behavior, directly affecting conversion on catalog-heavy stores.

The analytics layer, zero-result queries, popular searches, is where merchandising decisions come from.

What you can do with it

• Deploy AI relevance ranking on site search
• Reduce zero-result and dead-end searches
• Add personalized product recommendations
• Analyze search logs for assortment decisions
• Improve filtering and browsing paths

Who it is for

• E-commerce operations teams
• Stores with large catalogs and search dependency
• Growth teams optimizing site conversion
• Product managers studying shopper behavior

What to watch out for

• Product data quality determines search quality; clean titles and attributes first
• Small catalogs may not need AI search
• Monitor synonyms, sorting rules and recommendation accuracy continuously
• Conversion measurement needs proper baseline setup