Define the vocabulary
Choose supported attributes and canonical values that fit your catalog.
USE CASE / CATALOG ENRICHMENT
A richer catalog. A clearer standard.
Turn inconsistent product descriptions into a shared attribute vocabulary, with explicit rules for what can be inferred.
Explore the workspaceTHE STARTING POINT
A real workflow.
A focused experiment.
A merchandising team needs consistent filters across supplier descriptions. Begin with a few high-value attributes and leave unknown values empty rather than guessing.
ILLUSTRATIVE EXAMPLE · NOT A LIVE MODEL OUTPUT
Normalize the attributes in “Navy cotton crew-neck tee, size medium”.
{
"color": "navy",
"material": "cotton",
"neckline": "crew",
"size": "M"
}THE WORKFLOW
Make the task repeatable.
Map representative examples
Cover abbreviations, synonyms, missing details, and conflicting descriptions.
Validate the output
Compare normalized values with reviewed labels and inspect unsupported attributes.
WHAT TO CHECK
Measure the details
that matter.
- Allowed attribute values
- Exact normalized matches
- No invented attributes
- Consistent missing-value rules
KEEP EXPLORING