Match and normalize product listings across Indian ecommerce catalogs with variant-aware rules, confidence scoring, false-match prevention, and review queues for ambiguous pairs.
Build reliable cross-store product matching for Indian catalogs so price comparison is accurate.
This skill provides matching and normalization guidance only. It does not guarantee perfect match accuracy for all catalogs or seller data quality.
Use at your own risk. The skill author/publisher/developer is not liable for direct or indirect loss, incorrect match decisions, trading losses, or other damages arising from use or misuse of this guidance.
Use a layered approach:
Hard identifiers
Variant normalization
Soft similarity
Confidence score
high: auto-matchmedium: human review queuelow: rejectWhen matching listings, return:
Read setup.md and define normalization dictionaries first.
Run validation-checklist.md on labeled test sets before production.