Scoring Layer

Match Engine Framework

This historical framework illustrates scoring and review concepts for developers. It does not describe the current procurement workflow or promise a live matching engine or human review service.

Fit Dimensions

  • Product category and subcategory fit
  • MOQ and commercial range fit
  • Compliance and certification fit
  • Market and channel readiness fit
  • Factory-direct and export-readiness trust fit

Output Shape

0.00 - 1.00

Each candidate returns a normalized score, explanation fields, confidence, rejection reasons, and review requirements so downstream apps can make safe decisions.

Public vs Private

Public: scoring axes, explainability shape, confidence buckets, and review hooks.

Private: live thresholds, ranking weights, suppression heuristics, spam filters, and source-specific trust adjustments.