The formula12 weighted components
The score is a weighted sum of 12 components, clamped to 0–1. Weights sum to 1.0. “Verified” components are computed from platform data; “declared” components come from merchant-submitted data and are checked for consistency, not blindly trusted.
Catalog completeness Verified
Ratio of products with all required fields (title, price, images, GTIN)0.11
Catalog freshness Verified
Age of last successful catalog sync, normalized 0–10.11
Price accuracy Verified
Match rate between listed price and live price at checkout0.12
Availability accuracy Verified
Stock-status accuracy vs. actual inventory0.08
Policy coverage Declared
Fraction of required policy fields filled (return, shipping, privacy)0.08
Checkout success rate Verified
Ratio of checkout_complete / checkout_start agent events0.11
Fulfillment rate Verified
Orders fulfilled on-time over trailing 90 days0.08
Dispute rate Verified
Dispute tickets / total orders (lower = better)0.07
Agent satisfaction rate Verified
Agent checkout conversion rate (CHECKOUT_COMPLETE / CHECKOUT_START events)0.08
Response latency Verified
API p95 response latency score (1.0 = < 200ms, 0.0 = > 2000ms)0.05
Review sentiment Declared
Average product rating normalized 0–5 → 0–10.05
Data consistency Verified
Cross-field consistency (price/currency, stock/quantity, GTIN uniqueness)0.06