Fraud signals and manual order review for small retailers
Short answer: Watch mismatched billing/shipping, rush orders to new regions, and velocity anomalies—small shops can combine automated flags with human review.
NZ retailers with thin margins cannot absorb chargebacks casually.
Signals
- Many failed card attempts; disposable emails; high-risk BINs (gateway dependent).
- Orders picking high-resale items with fastest shipping only.
Processes
Hold suspicious orders, call customers politely, verify ID for high-value pickups.
Balance
Over-aggressive holds annoy legitimate customers—communicate delays clearly.
Frequently asked questions
Do fraud plugins replace judgment?
No—tune thresholds; review false positives weekly.
What about PayPal disputes?
Document shipping proof and policies—prevention beats firefighting.