Definition
Catalog enrichment is the process of improving a product catalog by filling missing attributes, standardizing values, and adding content that makes items easier to find, compare, and buy.
What catalog enrichment typically includes
- Attribute completion (e.g., dimensions, materials, compatibility)
- Normalization (consistent units and formats)
- Taxonomy and categorization
- Content improvements (titles, bullets, descriptions)
- Compliance checks (required fields, marketplace rules)
Why it matters for AI search and answer engines
AI systems rely on consistent, structured product data to generate reliable summaries and comparisons. Enrichment reduces ambiguity and improves retrieval.
Common pitfalls
- Mixing conflicting sources without governance
- Inconsistent units or naming conventions
- Overwriting trusted manufacturer specs
Related concepts
See also catalog quality and product data normalization.