Orderlytic helps merchants manage Cash on Delivery risks by identifying fraudulent buyers before packages are shipped. The app evaluates incoming orders against a shared network to spot buyers with a history of refusing deliveries. It inserts a straightforward risk score and the reasons for that score directly into your Shopify order notes, saving your team time. The app also automatically cleans and formats messy addresses so delivery riders can find locations easily on the first attempt.

• Block buyers with a history of fake COD orders across a shared store network.
• Auto-format and correct misspelled delivery addresses for successful drop-offs.
• View risk scores and clear block reasons directly inside Shopify order notes.
• Track real-time return rates using a simple dashboard.
• Set custom rules to automatically approve orders from trusted returning buyers.