CommerceGuardian OS helps Shopify merchants detect risky orders before they become refunds, chargebacks, failed deliveries, or support tickets. It checks shipping addresses, flags suspicious order signals, sends secure customer correction emails, and gives merchants a clear dashboard to review and resolve issues inside Shopify Admin.

• Flags risky, fake, incomplete, or mismatched shipping addresses.
• Sends secure correction links so customers can fix delivery details.
• Shows risky orders, correction status, and protected revenue.
• Highlights fulfillment, catalog, pricing, and margin-loss issues.