Product data

Make specifications usable for both search and filtering.

Professionals often formulate their needs with technical characteristics. Free text alone is insufficient for this.

Structured fields

Store dimension, material, capacity and standard as separate values.

Units

Normalize mm, cm, inch, volt, watts and other units while keeping customer variants recognizable.

Values and reach

Support exact values and achieve for technical aspects.

Synonyms

Connect box term, abbreviation and full name without diluting meaning.

Variant level

Determine which characteristics belong to product, variant or packaging.

Data quality

Measure missing, conflicting and non-normalized values.

Ranking

Make fully fitting specifications outweigh partial matches.

Explainability

Show why a product fits, for example via matched characteristics.