Normalize powersports product identity and fitment together.
Manufacturer part numbers, supplier SKUs, variants and make/model/year/generation compatibility become separate but connected canonical data.
Use industry semantics without creating an industry-only data silo.
Supplier ingestion, mapping, normalization, review, provenance and versioning remain consistent with the wider platform. The canonical attributes and compatibility metadata carry the domain-specific detail.
Normalize identity
Separate supplier-local identifiers from the manufacturer and canonical evidence used to represent the product.
Map attributes
Turn supplier-specific columns and technical terminology into governed canonical attributes.
Model compatibility
Represent domain subjects and product relationships as structured data rather than untraceable free text.
Review disagreement
Keep conflicting supplier evidence visible and route ambiguous identity or compatibility for human resolution.