{"id":2007,"date":"2026-04-05T05:00:00","date_gmt":"2026-04-04T17:00:00","guid":{"rendered":"https:\/\/marketingtech.pro\/blog\/?p=2007"},"modified":"2026-03-26T22:07:44","modified_gmt":"2026-03-26T09:07:44","slug":"shopify-fraud-score-checker","status":"publish","type":"post","link":"https:\/\/marketingtech.pro\/blog\/shopify-fraud-score-checker\/","title":{"rendered":"Shopify Fraud Score Checker"},"content":{"rendered":"<h3>What it does<\/h3>\n<p>Automatically flags Shopify orders with high fraud risk scores and holds them for manual review before fulfilment, preventing chargebacks and protecting your business from fraudulent purchases.<\/p>\n<h3>Why I recommend it<\/h3>\n<p>Shipping to fraudsters costs you the product, shipping fees, AND the chargeback fee. One $500 fraud order can wipe out the profit from 50 legitimate sales. Automated fraud detection catches suspicious orders before you lose money.<\/p>\n<h3>Expected benefits<\/h3>\n<ul>\n<li>Reduced chargebacks and fraud losses<\/li>\n<li>Protected profit margins<\/li>\n<li>Less time manually reviewing every order<\/li>\n<li>Peace of mind on high-value orders<\/li>\n<\/ul>\n<h3>How it works<\/h3>\n<p>New Shopify order created -> check fraud analysis score -> if score above threshold (e.g., &#8220;high&#8221; risk) -> hold order from fulfilment -> send alert to fraud review team -> require manual approval before shipping.<\/p>\n<h3>Quick start<\/h3>\n<p>Start by setting Shopify orders with &#8220;high&#8221; fraud risk to not auto-fulfil. Review these manually daily. Once you trust the system, add automatic alerts and create a review queue.<\/p>\n<h3>Level-up version<\/h3>\n<p>Combine Shopify&#8217;s fraud score with additional signals (new customer + high value + expedited shipping + mismatched billing\/shipping address) to create a custom risk score. Auto-refund and cancel obvious fraud, only flag borderline cases for review.<\/p>\n<h3>Tools you can use<\/h3>\n<p>E-commerce: Shopify<\/p>\n<p>Fraud detection: Shopify Fraud Analysis, Signifyd, Riskified<\/p>\n<p>Alerts: Email, Slack, SMS<\/p>\n<p>Order management: Shopify admin, ShipStation<\/p>\n<h3>Also works with<\/h3>\n<p>E-commerce platforms: WooCommerce, BigCommerce, Magento<\/p>\n<p>Fraud tools: Forter, Kount, Sift for advanced fraud detection<\/p>\n<h3>Technical implementation solution<\/h3>\n<ul>\n<li><strong>No-code:<\/strong> Shopify order webhook -> Zapier checks fraud_risk_level field -> if &#8220;high&#8221;, send Slack alert + add &#8220;REVIEW&#8221; tag to order + hold from auto-fulfilment app.<\/li>\n<li><strong>API-based:<\/strong> Shopify webhook on order creation -> parse risk_level -> if high, update order with hold status via API -> create review task in system -> alert team.<\/li>\n<\/ul>\n<h3>Where it gets tricky<\/h3>\n<p>Balancing false positives (legit customers flagged as fraud) with false negatives (fraudsters slipping through), handling international orders with different risk profiles, and creating a smooth review workflow that doesn&#8217;t delay legitimate orders.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Automatically flags Shopify orders with high fraud risk scores and holds them for manual review before fulfilment, preventing chargebacks and protecting your business from fraudulent purchases.<\/p>\n","protected":false},"author":2,"featured_media":2006,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[296],"tags":[],"class_list":["post-2007","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-automation-ideas"],"_links":{"self":[{"href":"https:\/\/marketingtech.pro\/blog\/wp-json\/wp\/v2\/posts\/2007","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/marketingtech.pro\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/marketingtech.pro\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/marketingtech.pro\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/marketingtech.pro\/blog\/wp-json\/wp\/v2\/comments?post=2007"}],"version-history":[{"count":1,"href":"https:\/\/marketingtech.pro\/blog\/wp-json\/wp\/v2\/posts\/2007\/revisions"}],"predecessor-version":[{"id":2008,"href":"https:\/\/marketingtech.pro\/blog\/wp-json\/wp\/v2\/posts\/2007\/revisions\/2008"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/marketingtech.pro\/blog\/wp-json\/wp\/v2\/media\/2006"}],"wp:attachment":[{"href":"https:\/\/marketingtech.pro\/blog\/wp-json\/wp\/v2\/media?parent=2007"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/marketingtech.pro\/blog\/wp-json\/wp\/v2\/categories?post=2007"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/marketingtech.pro\/blog\/wp-json\/wp\/v2\/tags?post=2007"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}