{"id":7211,"date":"2025-09-17T00:00:00","date_gmt":"2025-09-16T16:00:00","guid":{"rendered":"https:\/\/www.fraudlabspro.com\/resources2\/tutorials\/introducing-fraudlabs-pro-kotlin-sdk\/"},"modified":"2026-04-02T18:33:43","modified_gmt":"2026-04-02T10:33:43","password":"","slug":"introducing-fraudlabs-pro-kotlin-sdk","status":"publish","type":"docs","link":"https:\/\/www.fraudlabspro.com\/resources\/tutorials\/introducing-fraudlabs-pro-kotlin-sdk\/","title":{"rendered":"Introducing FraudLabs Pro Kotlin SDK"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1425\" height=\"713\" src=\"https:\/\/www.fraudlabspro.com\/resources\/wp-content\/uploads\/2025\/09\/kotlin.png\" alt=\"FraudLabs Pro Kotlin SDK\" class=\"wp-image-5253\" srcset=\"https:\/\/www.fraudlabspro.com\/resources\/wp-content\/uploads\/2025\/09\/kotlin.png 1425w, https:\/\/www.fraudlabspro.com\/resources\/wp-content\/uploads\/2025\/09\/kotlin-300x150.png 300w, https:\/\/www.fraudlabspro.com\/resources\/wp-content\/uploads\/2025\/09\/kotlin-1024x512.png 1024w, https:\/\/www.fraudlabspro.com\/resources\/wp-content\/uploads\/2025\/09\/kotlin-768x384.png 768w, https:\/\/www.fraudlabspro.com\/resources\/wp-content\/uploads\/2025\/09\/kotlin-50x25.png 50w, https:\/\/www.fraudlabspro.com\/resources\/wp-content\/uploads\/2025\/09\/kotlin-920x460.png 920w, https:\/\/www.fraudlabspro.com\/resources\/wp-content\/uploads\/2025\/09\/kotlin-600x300.png 600w, https:\/\/www.fraudlabspro.com\/resources\/wp-content\/uploads\/2025\/09\/kotlin-320x160.png 320w\" sizes=\"auto, (max-width: 1425px) 100vw, 1425px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Introduction<\/h2>\n\n\n\n<p>Kotlin, a modern programming language that runs on the JVM, is widely used for Android development and scalable backend applications. With the release of the FraudLabs Pro Kotlin SDK, developers can now easily implement fraud detection features into their Kotlin solutions using the<a href=\"https:\/\/www.fraudlabspro.com\"> FraudLabs Pro API<\/a>.<\/p>\n\n\n\n<p>This SDK simplifies the integration process, making it possible for developers to protect their applications against fraud with just a few lines of code.<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Key Features of the Kotlin SDK<\/h2>\n\n\n\n<p>Below are the features of this Kotlin module:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Fraud analysis and scoring<br><\/strong>Every transaction is analyzed against multiple elements such as IP, email, billing address, shipping address, and so on. The SDK returns a fraud score that indicates the likelihood of fraud, helping businesses decide whether to approve, review, or reject a transaction.<br><\/li>\n\n\n\n<li><strong>IP address geolocation &amp; proxy validation<\/strong><strong><br><\/strong>Identify the geographical location of the transaction\u00e2\u20ac\u2122s IP address and check whether it is associated with proxies, VPNs, or TOR networks. This helps detect users hiding their real identity or location.<br><\/li>\n\n\n\n<li><strong>Email address validation<br><\/strong>Validate whether the provided email is from a trustworthy domain or if it belongs to a disposable, free, or high-risk provider.<br><\/li>\n\n\n\n<li><strong>Credit card issuing bank validation<\/strong><strong><br><\/strong>Verify that the credit card\u00e2\u20ac\u2122s issuing bank information matches the billing details provided by the customer. This reduces the risk of fraudulent purchases using stolen or fake card numbers.<br><\/li>\n\n\n\n<li><strong>Transaction velocity validation<\/strong><strong><br><\/strong>Track how often a particular email, IP, or card is used across multiple transactions within a short time frame. Suspiciously high frequency may indicate automated fraud attempts.<br><\/li>\n\n\n\n<li><strong>Device transaction validation<\/strong><strong><br><\/strong>Detect anomalies in device fingerprints by monitoring information such as browser type, operating system, and device identifiers. This ensures the same fraudster isn\u00e2\u20ac\u2122t repeatedly transacting with different accounts from the same device.<br><\/li>\n\n\n\n<li><strong>Blacklist validation<br><\/strong>Compare incoming transactions against FraudLabs Pro\u00e2\u20ac\u2122s global blacklist of known fraudsters or use your own custom blacklist to block suspicious orders.<br><\/li>\n\n\n\n<li><strong>Custom rules trigger<br><\/strong>Define your own rules based on business requirements. For example, block orders from specific countries, flag transactions with mismatched billing and shipping details and so on.<br><\/li>\n\n\n\n<li><strong>Email notification of fraud orders<br><\/strong>Receive instant email alerts whenever a potentially fraudulent order is detected, so you can take action quickly.<br><\/li>\n\n\n\n<li><strong>Mobile app notification of fraud orders<\/strong><strong><br><\/strong>Get real-time push notifications on your mobile device through the FraudLabs Pro app, allowing you to respond to fraud threats even when you are on the move.<br><\/li>\n<\/ul>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">How to Use FraudLabs Pro Kotlin SDK<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. Get Your API Key<\/h3>\n\n\n\n<p>You\u00e2\u20ac\u2122ll need an API key to use the SDK. Sign up for a free account and obtain your key here:<\/p>\n\n\n\n<p>\u00f0\u0178\u2018\u2030<a href=\"https:\/\/www.fraudlabspro.com\/checkout-micro\"> https:\/\/www.fraudlabspro.com\/checkout-micro<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. Validate an Order (Sample Code)<\/h3>\n\n\n\n<p>Here\u00e2\u20ac\u2122s a simple example showing how to validate an order using FraudLabs Pro in Kotlin.<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span role=\"button\" tabindex=\"0\" style=\"color:#EEFFFF;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>object TestValidate {\n    @JvmStatic\n    fun main(args: Array&lt;String>) {\n        \/\/ Configures FraudLabs Pro API key\n        FraudLabsPro.APIKEY = \"YOUR_API_KEY\"\n\n        \/\/ Screen Order API\n        val order = Order()\n\n        \/\/ Sets order details\n        val data = java.util.Hashtable&lt;String?, String?>()\n\n        data&#91;\"ip\"&#93; = \"146.112.62.105\" \/\/ IP parameter is mandatory\n        data&#91;\"first_name\"&#93; = \"Hector\"\n        data&#91;\"last_name\"&#93; = \"Henderson\"\n        data&#91;\"email\"&#93; = \"hh5566@gmail.com\"\n        data&#91;\"user_phone\"&#93; = \"561-628-8674\"\n\n        \/\/ Billing information\n        data&#91;\"bill_addr\"&#93; = \"1766 PowderHouse Road\"\n        data&#91;\"bill_city\"&#93; = \"West Palm Beach\"\n        data&#91;\"bill_state\"&#93; = \"FL\"\n        data&#91;\"bill_country\"&#93; = \"US\"\n        data&#91;\"bill_zip_code\"&#93; = \"33401\"\n        data&#91;\"number\"&#93; = \"4556553172971283\"\n\n        \/\/ Order information\n        data&#91;\"user_order_id\"&#93; = \"67398\"\n        data&#91;\"user_order_memo\"&#93; = \"Online shop\"\n        data&#91;\"amount\"&#93; = \"79.89\"\n        data&#91;\"quantity\"&#93; = \"1\"\n        data&#91;\"currency\"&#93; = \"USD\"\n        data&#91;\"payment_gateway\"&#93; = \"stripe\"\n        data&#91;\"payment_mode\"&#93; = order.CREDIT_CARD \/\/ Please refer reference section for full list of payment methods\n\n        \/\/ Shipping information\n        data&#91;\"ship_first_name\"&#93; = \"Hector\"\n        data&#91;\"ship_last_name\"&#93; = \"Henderson\"\n        data&#91;\"ship_addr\"&#93; = \"4469 Chestnut Street\"\n        data&#91;\"ship_city\"&#93; = \"Tampa\"\n        data&#91;\"ship_state\"&#93; = \"FL\"\n        data&#91;\"ship_zip_code\"&#93; = \"33602\"\n        data&#91;\"ship_country\"&#93; = \"US\"\n\n        val result = order.validate(data) \/\/ Sends order details to FraudLabs Pro\n        print(result)\n    }\n}<\/textarea><\/pre><svg  style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M4.5 12.75l6 6 9-13.5\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M16.5 8.25V6a2.25 2.25 0 00-2.25-2.25H6A2.25 2.25 0 003.75 6v8.25A2.25 2.25 0 006 16.5h2.25m8.25-8.25H18a2.25 2.25 0 012.25 2.25V18A2.25 2.25 0 0118 20.25h-7.5A2.25 2.25 0 018.25 18v-1.5m8.25-8.25h-6a2.25 2.25 0 00-2.25 2.25v6\"><\/path><\/svg><\/span><pre class=\"shiki material-theme\" style=\"background-color: #263238\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #C792EA\">object<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #FFCB6B\">TestValidate<\/span><span style=\"color: #EEFFFF\"> {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    <\/span><span style=\"color: #FFCB6B\">@JvmStatic<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    <\/span><span style=\"color: #C792EA\">fun<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #82AAFF\">main<\/span><span style=\"color: #EEFFFF\">(args: <\/span><span style=\"color: #FFCB6B\">Array<\/span><span style=\"color: #EEFFFF\">&lt;<\/span><span style=\"color: #FFCB6B\">String<\/span><span style=\"color: #EEFFFF\">&gt;) {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #546E7A; font-style: italic\">\/\/ Configures FraudLabs Pro API key<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        FraudLabsPro.APIKEY <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;YOUR_API_KEY&quot;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #546E7A; font-style: italic\">\/\/ Screen Order API<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">val<\/span><span style=\"color: #EEFFFF\"> order <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #82AAFF\">Order<\/span><span style=\"color: #EEFFFF\">()<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #546E7A; font-style: italic\">\/\/ Sets order details<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">val<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> java.util.<\/span><span style=\"color: #82AAFF\">Hashtable<\/span><span style=\"color: #EEFFFF\">&lt;<\/span><span style=\"color: #FFCB6B\">String<\/span><span style=\"color: #EEFFFF\">?, <\/span><span style=\"color: #FFCB6B\">String<\/span><span style=\"color: #EEFFFF\">?&gt;()<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;ip&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;146.112.62.105&quot;<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #546E7A; font-style: italic\">\/\/ IP parameter is mandatory<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;first_name&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;Hector&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;last_name&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;Henderson&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;email&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;hh5566@gmail.com&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;user_phone&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;561-628-8674&quot;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #546E7A; font-style: italic\">\/\/ Billing information<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;bill_addr&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;1766 PowderHouse Road&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;bill_city&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;West Palm Beach&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;bill_state&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;FL&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;bill_country&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;US&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;bill_zip_code&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;33401&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;number&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;4556553172971283&quot;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #546E7A; font-style: italic\">\/\/ Order information<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;user_order_id&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;67398&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;user_order_memo&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;Online shop&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;amount&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;79.89&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;quantity&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;1&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;currency&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;USD&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;payment_gateway&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;stripe&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;payment_mode&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> order.CREDIT_CARD <\/span><span style=\"color: #546E7A; font-style: italic\">\/\/ Please refer reference section for full list of payment methods<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #546E7A; font-style: italic\">\/\/ Shipping information<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;ship_first_name&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;Hector&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;ship_last_name&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;Henderson&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;ship_addr&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;4469 Chestnut Street&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;ship_city&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;Tampa&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;ship_state&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;FL&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;ship_zip_code&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;33602&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">&#91;<\/span><span style=\"color: #C3E88D\">&quot;ship_country&quot;<\/span><span style=\"color: #EEFFFF\">&#93; <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">&quot;US&quot;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C792EA\">val<\/span><span style=\"color: #EEFFFF\"> result <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> order.<\/span><span style=\"color: #82AAFF\">validate<\/span><span style=\"color: #EEFFFF\">(<\/span><span style=\"color: #C792EA\">data<\/span><span style=\"color: #EEFFFF\">) <\/span><span style=\"color: #546E7A; font-style: italic\">\/\/ Sends order details to FraudLabs Pro<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #82AAFF\">print<\/span><span style=\"color: #EEFFFF\">(result)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    }<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Run the Kotlin program to get the validation result. <\/p>\n\n\n\n<p>This is the sample output:<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span role=\"button\" tabindex=\"0\" style=\"color:#EEFFFF;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>{\n    \"ip_geolocation\": {\n        \"ip\": \"146.112.62.105\",\n        \"continent\": \"North America\",\n        \"country_code\": \"US\",\n        \"country_name\": \"United States of America\",\n        \"region\": \"Washington\",\n        \"city\": \"Vancouver\",\n        \"latitude\": 45.6386,\n        \"longitude\": -122.6615,\n        \"zip_code\": \"98663\",\n        \"timezone\": \"-07:00\",\n        \"isp_name\": \"Cisco OpenDNS LLC\",\n        \"domain\": \"opendns.com\",\n        \"netspeed\": \"T1\",\n        \"mobile_mnc\": null,\n        \"mobile_mcc\": null,\n        \"mobile_brand\": null,\n        \"elevation\": 53,\n        \"usage_type\": &#91;\n            \"Content Delivery Network\"\n        &#93;,\n        \"is_proxy\": false,\n        \"proxy_type\": null,\n        \"is_in_blacklist\": false\n    },\n    \"billing_address\": {\n        \"ip_distance_in_km\": 4295.37,\n        \"ip_distance_in_mile\": 2669.02,\n        \"is_ip_country_match\": true\n    },\n    \"shipping_address\": {\n        \"is_address_ship_forward\": false,\n        \"is_bill_country_match\": true,\n        \"is_bill_state_match\": true,\n        \"is_bill_city_match\": false,\n        \"is_bill_postcode_match\": false,\n        \"is_export_controlled_country\": null,\n        \"is_in_blacklist\": false\n    },\n    \"email_address\": {\n        \"is_free\": true,\n        \"is_disposable\": false,\n        \"is_domain_exist\": true,\n        \"is_new_domain_name\": false,\n        \"is_in_blacklist\": false\n    },\n    \"phone_number\": {\n        \"is_disposable\": null,\n        \"is_in_blacklist\": false\n    },\n    \"username\": {\n        \"is_high_risk\": null,\n        \"is_in_blacklist\": null\n    },\n    \"credit_card\": {\n        \"card_brand\": null,\n        \"card_type\": null,\n        \"card_issuing_bank\": null,\n        \"card_issuing_country\": null,\n        \"is_prepaid\": false,\n        \"is_bin_exist\": true,\n        \"is_bin_country_match\": null,\n        \"is_in_blacklist\": false\n    },\n    \"device\": {\n        \"is_malware_exploit\": false,\n        \"is_in_blacklist\": null\n    },\n    \"user_order_id\": \"67398\",\n    \"fraudlabspro_id\": \"20250917-2M2CQZ\",\n    \"fraudlabspro_score\": 74,\n    \"fraudlabspro_status\": \"REVIEW\",\n    \"fraudlabspro_rules\": [],\n    \"api_version\": \"2.0.0\",\n    \"remaining_credits\": 500\n}<\/textarea><\/pre><svg  style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M4.5 12.75l6 6 9-13.5\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M16.5 8.25V6a2.25 2.25 0 00-2.25-2.25H6A2.25 2.25 0 003.75 6v8.25A2.25 2.25 0 006 16.5h2.25m8.25-8.25H18a2.25 2.25 0 012.25 2.25V18A2.25 2.25 0 0118 20.25h-7.5A2.25 2.25 0 018.25 18v-1.5m8.25-8.25h-6a2.25 2.25 0 00-2.25 2.25v6\"><\/path><\/svg><\/span><pre class=\"shiki material-theme\" style=\"background-color: #263238\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #EEFFFF\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    <\/span><span style=\"color: #C3E88D\">&quot;ip_geolocation&quot;<\/span><span style=\"color: #EEFFFF\">: {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;ip&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #C3E88D\">&quot;146.112.62.105&quot;<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;continent&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #C3E88D\">&quot;North America&quot;<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;country_code&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #C3E88D\">&quot;US&quot;<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;country_name&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #C3E88D\">&quot;United States of America&quot;<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;region&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #C3E88D\">&quot;Washington&quot;<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;city&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #C3E88D\">&quot;Vancouver&quot;<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;latitude&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">45<\/span><span style=\"color: #EEFFFF\">.<\/span><span style=\"color: #F78C6C\">6386<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;longitude&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #89DDFF\">-<\/span><span style=\"color: #F78C6C\">122.6615<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;zip_code&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #C3E88D\">&quot;98663&quot;<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;timezone&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #C3E88D\">&quot;-07:00&quot;<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;isp_name&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #C3E88D\">&quot;Cisco OpenDNS LLC&quot;<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;domain&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #C3E88D\">&quot;opendns.com&quot;<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;netspeed&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #C3E88D\">&quot;T1&quot;<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;mobile_mnc&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">null<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;mobile_mcc&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">null<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;mobile_brand&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">null<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;elevation&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">53<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;usage_type&quot;<\/span><span style=\"color: #EEFFFF\">: &#91;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">            <\/span><span style=\"color: #C3E88D\">&quot;Content Delivery Network&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        &#93;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_proxy&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">false<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;proxy_type&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">null<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_in_blacklist&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">false<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    <\/span><span style=\"color: #C3E88D\">&quot;billing_address&quot;<\/span><span style=\"color: #EEFFFF\">: {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;ip_distance_in_km&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">4295<\/span><span style=\"color: #EEFFFF\">.<\/span><span style=\"color: #F78C6C\">37<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;ip_distance_in_mile&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">2669<\/span><span style=\"color: #EEFFFF\">.<\/span><span style=\"color: #F78C6C\">02<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_ip_country_match&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">true<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    <\/span><span style=\"color: #C3E88D\">&quot;shipping_address&quot;<\/span><span style=\"color: #EEFFFF\">: {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_address_ship_forward&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">false<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_bill_country_match&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">true<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_bill_state_match&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">true<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_bill_city_match&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">false<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_bill_postcode_match&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">false<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_export_controlled_country&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">null<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_in_blacklist&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">false<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    <\/span><span style=\"color: #C3E88D\">&quot;email_address&quot;<\/span><span style=\"color: #EEFFFF\">: {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_free&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">true<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_disposable&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">false<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_domain_exist&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">true<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_new_domain_name&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">false<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_in_blacklist&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">false<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    <\/span><span style=\"color: #C3E88D\">&quot;phone_number&quot;<\/span><span style=\"color: #EEFFFF\">: {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_disposable&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">null<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_in_blacklist&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">false<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    <\/span><span style=\"color: #C3E88D\">&quot;username&quot;<\/span><span style=\"color: #EEFFFF\">: {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_high_risk&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">null<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_in_blacklist&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">null<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    <\/span><span style=\"color: #C3E88D\">&quot;credit_card&quot;<\/span><span style=\"color: #EEFFFF\">: {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;card_brand&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">null<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;card_type&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">null<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;card_issuing_bank&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">null<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;card_issuing_country&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">null<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_prepaid&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">false<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_bin_exist&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">true<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_bin_country_match&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">null<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_in_blacklist&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">false<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    <\/span><span style=\"color: #C3E88D\">&quot;device&quot;<\/span><span style=\"color: #EEFFFF\">: {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_malware_exploit&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">false<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">        <\/span><span style=\"color: #C3E88D\">&quot;is_in_blacklist&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">null<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    <\/span><span style=\"color: #C3E88D\">&quot;user_order_id&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #C3E88D\">&quot;67398&quot;<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    <\/span><span style=\"color: #C3E88D\">&quot;fraudlabspro_id&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #C3E88D\">&quot;20250917-2M2CQZ&quot;<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    <\/span><span style=\"color: #C3E88D\">&quot;fraudlabspro_score&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">74<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    <\/span><span style=\"color: #C3E88D\">&quot;fraudlabspro_status&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #C3E88D\">&quot;REVIEW&quot;<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    <\/span><span style=\"color: #C3E88D\">&quot;fraudlabspro_rules&quot;<\/span><span style=\"color: #EEFFFF\">: [],<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    <\/span><span style=\"color: #C3E88D\">&quot;api_version&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #C3E88D\">&quot;2.0.0&quot;<\/span><span style=\"color: #EEFFFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">    <\/span><span style=\"color: #C3E88D\">&quot;remaining_credits&quot;<\/span><span style=\"color: #EEFFFF\">: <\/span><span style=\"color: #FFCB6B\">500<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>This example sends an order validation request to FraudLabs Pro and prints the fraud analysis result.<\/p>\n\n\n\n<p>For detailed documentation and other examples, visit the official&nbsp;<a href=\"https:\/\/github.com\/fraudlabspro\/fraudlabspro-scala\" target=\"_blank\" rel=\"noreferrer noopener\">FraudLabs Pro Kotlin SDK page<\/a>.<\/p>\n\n\n\n<p>For developer guides, visit the&nbsp;<a href=\"https:\/\/www.fraudlabspro.com\/developer\/api\/screen-order\">FraudLabs Pro Developer Guide page<\/a>.<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p>The FraudLabs Pro Kotlin SDK provides developers with a simple and reliable way to integrate fraud prevention features into their Kotlin applications. With advanced fraud scoring, geolocation analysis, device checks, velocity monitoring, and customizable rules, it helps businesses reduce chargebacks and block fraudulent activities before they happen.<\/p>\n\n\n\n<p>Start building secure, reliable applications today with the FraudLabs Pro Kotlin SDK and stay ahead of online fraud.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">Fortify Your Business Against Fraud<\/h2>\n\n\n\n<p class=\"has-text-align-center\">Streamline your works with our fraud detection API now!<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-1 wp-block-buttons-is-layout-flex\"><div class=\"wp-block-button has-text-align-center\" style=\"width:100%;\"><a id=\"btn-click\" class=\"wp-block-button__link has-white-color has-text-color has-background wp-element-button\" href=\"https:\/\/www.fraudlabspro.com\/checkout-micro?utm_source=blog&#038;utm_medium=link&#038;utm_campaign=cta&#038;utm_term=footer-free\" style=\"background-color:#ed4747;margin:0px 10px 10px 10px;width:auto;\" target=\"_blank\" rel=\"noreferrer noopener\">Integrate API For Free Now<\/a><a id=\"btn-click\" class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/www.fraudlabspro.com\/developer\/api\/screen-order?utm_source=blog&#038;utm_medium=link&#038;utm_campaign=cta&#038;utm_term=footer-devguide\" style=\"margin:0px 10px 10px 10px;color:#ed4747;border:1px solid #ed4747;background-color:#ffffff;width:auto;\" target=\"_blank\" rel=\"noreferrer noopener\">Explore Documentation<\/a><\/div><\/div>\n\n\n\n<div style=\"height:54px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Introduction Kotlin, a modern programming language that runs on the JVM, is widely used for Android development and scalable backend [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_lmt_disableupdate":"","_lmt_disable":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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