Discovery demo
Retail product search and merchandising.
Search 5,000 real products. Compare keyword and semantic results, inspect rankings, and try merchandising controls.
- Search by intent, brand, category, or barcode.
- Filter products and compare retrieval methods.
- Pin, boost, and preview merchandising changes.
Use your Polign account, or create one during sign-in.
This is a shared demo workspace. Prices and warehouse stock are simulated.

Try these searches
“Snacks for a road trip with kids,” “peanut butter,” or “breakfast cereal.” Open a result to inspect why it ranked.
Powered by Polign
A dedicated Polign instance handles retrieval. The catalog, application state, and index are stored in S3.
How a search works
Product data: Open Food Facts contributors (ODbL); photos: CC BY-SA 3.0. This is a public grocery sample, not a retailer’s assortment.