Parsed output file
Structured attributes linked to every source title.
Attribute parsing audit
Extract product attributes — and show what cannot be trusted automatically.
Parse brand, type, packaging, size, claims and processing signals while retaining uncertainty and unparsed evidence.
Request a sample assessment →What you receive
What you receive
Use this module when product information is locked inside text but analytical fields are incomplete.
Normalization map
Controlled standards for units and abbreviations.
Remainder analysis
Terms not safely interpreted automatically.
Quality flags
Ambiguous outputs isolated for review.
Output illustration
Designed for review, correction and downstream use.
Raw title
Brand
Processing
Status
Milk Vkusnoteevo pasteur. 3.2% 930g
Vkusnoteevo
Pasteurized
Parsed
Vkusnoteevo Milk UHT 3.2% 950g
Vkusnoteevo
UHT
Distinct SKU
Test the approach on your own SKU file.
Provide an anonymised sample and request a written quality snapshot.