{"id":1680,"date":"2026-09-08T10:47:18","date_gmt":"2026-09-08T02:47:18","guid":{"rendered":"https:\/\/duriandaily.com\/my\/?p=1680"},"modified":"2026-09-08T10:47:18","modified_gmt":"2026-09-08T02:47:18","slug":"how-ai-supply-systems-boost-roi-for-malaysian-e-commerce","status":"publish","type":"post","link":"https:\/\/duriandaily.com\/my\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\/","title":{"rendered":"How AI Supply Systems Boost ROI for Malaysian E-Commerce"},"content":{"rendered":"<style>@import url('https:\/\/fonts.googleapis.com\/css2?family=Merriweather:ital,wght@0,100..900;1,100..700;1,100..900&family=Montserrat:ital,wght@0,100..900;1,100..900&family=Roboto:ital,wght@0,100..900;1,100..900&family=Rubik:ital,wght@0,100..900;1,100..900&display=auto');.wp-premium-body { font-family: 'Rubik', 'Roboto', sans-serif; color: #333333; line-height: 1.75; font-size: 16px; margin: 0 auto; }.wp-premium-callout { font-family: 'Merriweather', serif; background-color: #f4f7f6; border-left: 4px solid #00a88f; padding: 22px; margin: 25px 0; border-radius: 0 8px 8px 0; }.wp-premium-cta-box { background: linear-gradient(135deg, #111111 0%, #2c3e50 100%); color: #ffffff; padding: 40px; text-align: center; border-radius: 12px; margin: 40px 0; }.wp-premium-btn { display: inline-block; background-color: #00a88f; color: #ffffff !important; padding: 14px 35px; text-decoration: none !important; font-weight: bold; border-radius: 5px; margin-top: 15px; }<\/style>\n<div class='wp-premium-body'>\n<div class='wp-premium-callout'><strong>Quick Summary:<\/strong><\/p>\n<p>This article explains how AI-powered supply chain systems directly increase return on investment for Malaysian e-commerce businesses through demand forecasting, automation, and logistics optimization.<\/p>\n<\/div>\n<h2>AI Demand Forecasting Reduces Overstock Costs<\/h2>\n<p>Accurate demand prediction prevents the common Malaysian <a href='https:\/\/www.digitalagency.com.my\/ecommerce\/' target='_blank'>e-commerce<\/a> pitfall of overstocking seasonal items like Raya clothing or electronics. Machine learning models analyze historical sales, local holidays, and even weather patterns to determine optimal inventory levels. For example, Shopee Malaysia sellers using AI forecasts have reported 15\u201320% lower holding costs by reducing excess stock of slow-moving products. This directly improves ROI by freeing up capital previously tied up in unsold goods.<\/p>\n<h2>Automated Inventory Management Cuts Labor Expenses<\/h2>\n<p>Smart inventory systems automatically reorder stock when levels drop, eliminating manual counting and ordering by staff. Malaysian SMEs often employ multiple workers for restocking, but AI tools from providers like Zoho or SleekFlow can handle these tasks around the clock. One Kuala Lumpur-based fashion retailer reduced warehouse labor costs by 30% after integrating an AI inventory bot. The saved wages directly boost net profit margins, a clear ROI gain.<\/p>\n<h2>Dynamic Pricing Algorithms Maximize Profit Margins<\/h2>\n<p>AI pricing engines adjust product prices in real time based on competitor moves, demand surges, and stock expiration dates. For Malaysian <a href='https:\/\/www.digitalagency.com.my\/ecommerce\/' target='_blank'>e-commerce<\/a> platforms like Lazada, these algorithms help capture higher margins during peak periods (e.g., Hari Raya) while clearing slow-moving items faster. A study by Localista found that merchants using dynamic pricing saw an average 12% increase in gross profit within three months. This automated strategy ensures every sale contributes optimally to ROI.<\/p>\n<h2>Real Time Logistics Optimize Delivery Efficiency<\/h2>\n<p>AI routing systems minimize delivery times and fuel costs for Malaysian last-mile providers like J&#038;T Express. By analyzing traffic patterns, road closures, and customer availability, these systems reduce failed deliveries and vehicle idle time. A Penang-based dropshipper reported a 25% drop in logistics expenses after adopting AI-driven route planning. Faster deliveries also improve customer satisfaction scores, indirectly raising repeat purchase rates and lifetime value\u2014both pillars of ROI.<\/p>\n<h2>Data Driven Insights Improve Customer Retention<\/h2>\n<p>Supply chain AI collects and analyzes customer purchase patterns to personalize restocking recommendations and loyalty offers. Malaysian <a href='https:\/\/www.digitalagency.com.my\/ecommerce\/' target='_blank'>e-commerce<\/a> brands can use this data to send timely &#8220;back in stock&#8221; alerts for high-demand items, reducing churn. For instance, a small homegrown beauty brand increased repeat orders by 18% after implementing an AI notification system tied to inventory levels. Retaining existing customers is far cheaper than acquiring new ones, directly lifting ROI.<\/p>\n<div style='overflow-x: auto; margin: 30px 0;'>\n<table class='wp-premium-table'>\n<thead>\n<tr>\n<th>AI Supply System Feature<\/th>\n<th>How It Boosts ROI<\/th>\n<th>Malaysian Example<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Demand Forecasting<\/td>\n<td>Reduces overstock costs 15\u201320%<\/td>\n<td>Shopee Malaysia sellers<\/td>\n<\/tr>\n<tr>\n<td>Automated Inventory Mgmt<\/td>\n<td>Cuts labor expenses 30%<\/td>\n<td>KL fashion retailer<\/td>\n<\/tr>\n<tr>\n<td>Dynamic Pricing<\/td>\n<td>Increases gross profit 12%<\/td>\n<td>Lazada merchants<\/td>\n<\/tr>\n<tr>\n<td>Logistics Optimization<\/td>\n<td>Lowers delivery costs 25%<\/td>\n<td>J&#038;T Express dropshipper<\/td>\n<\/tr>\n<tr>\n<td>Customer Retention Insights<\/td>\n<td>Boosts repeat orders 18%<\/td>\n<td>Local beauty brand<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class='wp-premium-cta-box'>\n<h3>Ready to Accelerate Your Digital Growth Strategy?<\/h3>\n<p>Partner with an industry-leading digital agency to upscale your infrastructure today.<\/p>\n<p><a href='https:\/\/www.justsimple.com.my\/' class='wp-premium-btn'>Get Started for Free Today<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Quick Summary: This article explains how AI-powered supply chain systems directly increase return on investment for Malaysian e-commerce businesses through demand forecasting, automation, and logistics optimization. AI Demand Forecasting Reduces Overstock Costs Accurate demand prediction prevents the common Malaysian e-commerce pitfall of overstocking seasonal items like Raya clothing or electronics. Machine learning models analyze historical [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":1992,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_ppma_block_editor_authors":""},"categories":[15],"tags":[],"ppma_author":[36],"class_list":["post-1680","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-lifestyle-culture"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How AI Supply Systems Boost ROI for Malaysian E-Commerce - Durian Daily Malaysia<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/duriandaily.com\/my\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How AI Supply Systems Boost ROI for Malaysian E-Commerce - Durian Daily Malaysia\" \/>\n<meta property=\"og:description\" content=\"Quick Summary: This article explains how AI-powered supply chain systems directly increase return on investment for Malaysian e-commerce businesses through demand forecasting, automation, and logistics optimization. AI Demand Forecasting Reduces Overstock Costs Accurate demand prediction prevents the common Malaysian e-commerce pitfall of overstocking seasonal items like Raya clothing or electronics. Machine learning models analyze historical [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/duriandaily.com\/my\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\/\" \/>\n<meta property=\"og:site_name\" content=\"Durian Daily Malaysia\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-08T02:47:18+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/duriandaily.com\/my\/wp-content\/uploads\/2026\/07\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce-1.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"becky fung\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"becky fung\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\\\/\"},\"author\":{\"name\":\"becky fung\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/#\\\/schema\\\/person\\\/3783833b551a5ba008f6fd70e3a36103\"},\"headline\":\"How AI Supply Systems Boost ROI for Malaysian E-Commerce\",\"datePublished\":\"2026-09-08T02:47:18+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\\\/\"},\"wordCount\":487,\"publisher\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce-1.webp\",\"articleSection\":[\"Lifestyle &amp; Culture\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\\\/\",\"url\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\\\/\",\"name\":\"How AI Supply Systems Boost ROI for Malaysian E-Commerce - Durian Daily Malaysia\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce-1.webp\",\"datePublished\":\"2026-09-08T02:47:18+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\\\/#primaryimage\",\"url\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce-1.webp\",\"contentUrl\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce-1.webp\",\"width\":1920,\"height\":1080},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How AI Supply Systems Boost ROI for Malaysian E-Commerce\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/#website\",\"url\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/\",\"name\":\"Durian Daily Malaysia\",\"description\":\"Malaysia&#039;s Latest News, Trends &amp; Insights 2025\",\"publisher\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/#organization\"},\"alternateName\":\"Malaysia\u2019s Top Picks, Handpicked for You!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/#organization\",\"name\":\"Durian Daily Article\",\"alternateName\":\"Durian Daily Official Site\",\"url\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/cropped-durian-daily-blog-malaysia.png\",\"contentUrl\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/cropped-durian-daily-blog-malaysia.png\",\"width\":512,\"height\":512,\"caption\":\"Durian Daily Article\"},\"image\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/#\\\/schema\\\/person\\\/3783833b551a5ba008f6fd70e3a36103\",\"name\":\"becky fung\",\"url\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/author\\\/beckyfung\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How AI Supply Systems Boost ROI for Malaysian E-Commerce - Durian Daily Malaysia","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/duriandaily.com\/my\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\/","og_locale":"en_US","og_type":"article","og_title":"How AI Supply Systems Boost ROI for Malaysian E-Commerce - Durian Daily Malaysia","og_description":"Quick Summary: This article explains how AI-powered supply chain systems directly increase return on investment for Malaysian e-commerce businesses through demand forecasting, automation, and logistics optimization. AI Demand Forecasting Reduces Overstock Costs Accurate demand prediction prevents the common Malaysian e-commerce pitfall of overstocking seasonal items like Raya clothing or electronics. Machine learning models analyze historical [&hellip;]","og_url":"https:\/\/duriandaily.com\/my\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\/","og_site_name":"Durian Daily Malaysia","article_published_time":"2026-09-08T02:47:18+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/duriandaily.com\/my\/wp-content\/uploads\/2026\/07\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce-1.webp","type":"image\/webp"}],"author":"becky fung","twitter_card":"summary_large_image","twitter_misc":{"Written by":"becky fung","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/duriandaily.com\/my\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\/#article","isPartOf":{"@id":"https:\/\/duriandaily.com\/my\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\/"},"author":{"name":"becky fung","@id":"https:\/\/duriandaily.com\/my\/#\/schema\/person\/3783833b551a5ba008f6fd70e3a36103"},"headline":"How AI Supply Systems Boost ROI for Malaysian E-Commerce","datePublished":"2026-09-08T02:47:18+00:00","mainEntityOfPage":{"@id":"https:\/\/duriandaily.com\/my\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\/"},"wordCount":487,"publisher":{"@id":"https:\/\/duriandaily.com\/my\/#organization"},"image":{"@id":"https:\/\/duriandaily.com\/my\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\/#primaryimage"},"thumbnailUrl":"https:\/\/duriandaily.com\/my\/wp-content\/uploads\/2026\/07\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce-1.webp","articleSection":["Lifestyle &amp; Culture"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/duriandaily.com\/my\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\/","url":"https:\/\/duriandaily.com\/my\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\/","name":"How AI Supply Systems Boost ROI for Malaysian E-Commerce - Durian Daily Malaysia","isPartOf":{"@id":"https:\/\/duriandaily.com\/my\/#website"},"primaryImageOfPage":{"@id":"https:\/\/duriandaily.com\/my\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\/#primaryimage"},"image":{"@id":"https:\/\/duriandaily.com\/my\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\/#primaryimage"},"thumbnailUrl":"https:\/\/duriandaily.com\/my\/wp-content\/uploads\/2026\/07\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce-1.webp","datePublished":"2026-09-08T02:47:18+00:00","breadcrumb":{"@id":"https:\/\/duriandaily.com\/my\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/duriandaily.com\/my\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/duriandaily.com\/my\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\/#primaryimage","url":"https:\/\/duriandaily.com\/my\/wp-content\/uploads\/2026\/07\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce-1.webp","contentUrl":"https:\/\/duriandaily.com\/my\/wp-content\/uploads\/2026\/07\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce-1.webp","width":1920,"height":1080},{"@type":"BreadcrumbList","@id":"https:\/\/duriandaily.com\/my\/how-ai-supply-systems-boost-roi-for-malaysian-e-commerce\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/duriandaily.com\/my\/"},{"@type":"ListItem","position":2,"name":"How AI Supply Systems Boost ROI for Malaysian E-Commerce"}]},{"@type":"WebSite","@id":"https:\/\/duriandaily.com\/my\/#website","url":"https:\/\/duriandaily.com\/my\/","name":"Durian Daily Malaysia","description":"Malaysia&#039;s Latest News, Trends &amp; Insights 2025","publisher":{"@id":"https:\/\/duriandaily.com\/my\/#organization"},"alternateName":"Malaysia\u2019s Top Picks, Handpicked for You!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/duriandaily.com\/my\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/duriandaily.com\/my\/#organization","name":"Durian Daily Article","alternateName":"Durian Daily Official Site","url":"https:\/\/duriandaily.com\/my\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/duriandaily.com\/my\/#\/schema\/logo\/image\/","url":"https:\/\/duriandaily.com\/my\/wp-content\/uploads\/2025\/03\/cropped-durian-daily-blog-malaysia.png","contentUrl":"https:\/\/duriandaily.com\/my\/wp-content\/uploads\/2025\/03\/cropped-durian-daily-blog-malaysia.png","width":512,"height":512,"caption":"Durian Daily Article"},"image":{"@id":"https:\/\/duriandaily.com\/my\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/duriandaily.com\/my\/#\/schema\/person\/3783833b551a5ba008f6fd70e3a36103","name":"becky fung","url":"https:\/\/duriandaily.com\/my\/author\/beckyfung\/"}]}},"authors":[{"term_id":36,"user_id":5,"is_guest":0,"slug":"beckyfung","display_name":"becky fung","avatar_url":"https:\/\/duriandaily.com\/my\/wp-content\/uploads\/2025\/03\/beckyfung-HK.png","author_category":"","first_name":"becky","last_name":"fung","user_url":"","job_title":"","description":""}],"_links":{"self":[{"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/posts\/1680","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/comments?post=1680"}],"version-history":[{"count":2,"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/posts\/1680\/revisions"}],"predecessor-version":[{"id":1987,"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/posts\/1680\/revisions\/1987"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/media\/1992"}],"wp:attachment":[{"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/media?parent=1680"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/categories?post=1680"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/tags?post=1680"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/ppma_author?post=1680"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}