The Health Score Algorithm
A binary "Verified" badge is dishonest. In an adversarial system (e-commerce), validity is probabilistic. A code might work for 90% of users but fail for 10% due to cart composition. We calculate a real-time 0-100 Health Score based on three weighted vectors.
Codes naturally rot. Without positive signal, score decays automatically.
Input from high-reputation human validators (Top 1%).
Real-time confirmation from the "Enforcer" extension at checkout.
The Failure Taxonomy
A code never "just fails." It hits a specific logic gate. We map the hidden rules of commerce to provide a "Confident No." If we tell you a code won't work, we tell you why.
Identity Gating
ERR_01The code logic checks user history. Fails if the email or IP address has prior transactions (New Customer Only).
Cart Composition
ERR_05The code logic voids the discount if the cart contains restricted SKUs (e.g., Sale items, Gift Cards).
Stacking Conflict
ERR_03Merchant platform (Shopify/Magento) allows only one promo object per session. Conflict with auto-applied offers.
Geo-Fencing
ERR_09Code is restricted to specific shipping zones or IP ranges (e.g., UK Only).
BFT Human Consensus
AI cannot detect every edge case. We use a Byzantine Fault Tolerant (BFT) human network. Every claim requires consensus from independent, reputation-staked validators. One person saying "it works" is noise. Three independent validators saying "it works" is signal.