Netcore Unbxd measurement search is an AI-powered search capability that understands alphanumeric, dimension, and weight-based queries so shoppers can find products using exact specifications instead of only keywords. It reads inputs like length, width, height, volume, or price and matches them to the correct product attributes in your catalog. Netcore Unbxd measurement search is part of the cloud-based, API-first Netcore Unbxd platform and is configured through a no-code console that business teams can manage without relying on developers.

Netcore Unbxd measurement search uses an AI-powered ner model to parse each query and extract key data such as numbers, units, and attribute names. When a shopper types something like “12x18 inch frame” or “30 cm baking tray,” the NER model identifies the measurements and maps them to catalog fields like length and width. This lets the search engine interpret and apply exact constraints instead of treating those values as plain text.

Range search in Netcore Unbxd measurement search lets shoppers filter products by specifying measurement ranges for attributes such as length, width, height, volume, or price. A shopper can search for “sofas 70 to 80 inches wide” or “bottles between 500 ml and 1 liter,” and the system translates that into numeric ranges on the correct attributes. This makes it easy for buyers who know their constraints to quickly find options that fit without manually checking specifications on each product page.

Netcore Unbxd measurement search supports unit conversion so shoppers can search using their preferred measurement system while the engine still matches products correctly. If a shopper searches in inches and your catalog is stored in centimeters, the system converts the query into the catalog’s base units behind the scenes. The same approach works for other measurement pairs and can be extended to currencies, so queries using dollars or euros still match the right price filters and product sets.

Netcore Unbxd measurement search uses query normalization and tolerant parsing to capture intent even when shoppers type measurements in different ways. It treats inputs like “12 inches,” “12 in,” “12", and “30 cm” as normalized values and maps them to the same underlying units and attributes. This approach preserves high-intent precision while avoiding the brittleness that usually comes with numeric and unit-heavy queries.

Netcore Unbxd measurement search is designed to work with your existing product catalog by recognizing and categorizing products based on their measurement attributes. During setup, the system is configured to understand which fields represent dimensions, weight, volume, or numeric specs and how they are stored. Once aligned, the search engine can interpret queries, apply ranges, and convert units without requiring a complete rework of your catalog structure.

Netcore Unbxd measurement search is especially useful for industries where buyers care about exact specs, such as home improvement, furniture, industrial supplies, auto parts, electronics, and b2b catalogs with technical products. In these environments, shoppers often know precise dimensions, weights, or capacity requirements. By letting them search with those values directly, measurement search reduces guesswork, speeds up discovery, and increases the chance of adding the right item to the cart on the first try.