{"id":2397,"date":"2026-09-08T10:57:14","date_gmt":"2026-09-08T02:57:14","guid":{"rendered":"https:\/\/duriandaily.com\/my\/?p=2397"},"modified":"2026-09-08T10:57:14","modified_gmt":"2026-09-08T02:57:14","slug":"how-durian-exporters-use-chatgpt-for-yield-reports","status":"publish","type":"post","link":"https:\/\/duriandaily.com\/my\/how-durian-exporters-use-chatgpt-for-yield-reports\/","title":{"rendered":"How Durian Exporters Use ChatGPT for Yield Reports"},"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>Musang King exporters in Pahang and Johor use ChatGPT&#8217;s Data Analysis mode to convert raw orchard drop counts and WhatsApp field logs into standardized export yield reports, reconciling daily tallies against DOA phytosanitary lot numbers and China Customs intake documents.<\/p>\n<\/div>\n<h2>Field Logs to Export Tally Sheets<\/h2>\n<p>A Raub orchard supervisor sends a voice note at 6:30 a.m. \u2014 &#8220;Block 7A drop 214, Block 7B drop 96, thirty percent still grade C.&#8221; The export coordinator pastes the transcribed text into ChatGPT and returns a structured tally sheet broken down by row, tree age, and grade.<\/p>\n<p>This is not speculative. Exporters in Bentong and Sungai Balang are using ChatGPT&#8217;s Data Analysis (formerly Advanced Data Analysis) to standardize the format of their daily harvest logs before they go into FAMA or DOA submission tracking. The exact prompt matters: &#8220;You are an export documentation clerk. Convert the following field log into a table with columns for Date, Block ID, Tree ID range, Drop Count, Estimated Kg, Grade A\/B\/C ratio. Assume only Grade A (above 1.5 kg, defect-free skin) is exportable to China. Output CSV.&#8221;<\/p>\n<p>The output CSV gets copied into the packing house tally system (often Odoo or an Excel macro). The key utility here is forcing consistency across multiple farms that all use different shorthand for the same thing \u2014 &#8220;drop&#8221;, &#8220;fall&#8221;, &#8220;buah gugur&#8221; all need to normalize to a single field.<\/p>\n<h2>Prompting for Musang King Grade Variance<\/h2>\n<p>The core analytical problem for a durian exporter is not harvest volume. It is grade yield variance. A 2019-planted Musang King block in Raub can produce 80% Grade A in the main crop (June\u2013August) but drop to 40% Grade A in the off-season (November\u2013January) due to erratic rainfall and smaller fruit size.<\/p>\n<p>Exporters use ChatGPT to calculate variance across lots. A typical prompt: &#8220;Here are 14 days of harvest data from two blocks. Block 8 is 12 years old, Block 14 is 7 years old. Calculate average kg per tree, percentage of fruit meeting 1.5 kg Grade A threshold, and the coefficient of variation across the 14 days. Flag days where yield variance exceeds 15%.&#8221;<\/p>\n<p>The output is used to decide whether a specific lot goes into the frozen whole-durian channel (requiring IQF freezing within 24 hours) or the fresh export channel via Subang Aeropolis cargo. This is a real decision point \u2014 fresh durian to Guangzhou is high-margin but high-risk, frozen is lower margin but stable.<\/p>\n<h2>Reconciling DOA Phytosanitary Documentation<\/h2>\n<p>Since China approved fresh whole durian imports in 2022 (Protocol of Phytosanitary Requirements between Malaysia and China), every shipment must carry a Phytosanitary Certificate from the Department of Agriculture (DOA). The certificate is tied to a registered orchard code, which appears on the packing house inspection report.<\/p>\n<p>ChatGPT&#8217;s practical role is cross-referencing. Exporters paste a batch of orchard registration numbers (issued by DOA under the Malaysian Good Agricultural Practice scheme) and a packing house inspection summary. ChatGPT flags mismatches \u2014 e.g., &#8220;Lot 3B is marked as originating from Block 9, but the farm code submitted is registered for Block 11.&#8221; In an industry where a single mismatch causes a 40-foot reefer container to sit at Guangzhou&#8217;s Nansha Port awaiting reinspection, this reconciliation work saves real demurrage charges.<\/p>\n<p>Exporters also use ChatGPT to draft the internal corrective action report that DOA auditors require after a rejection. The prompt template includes the shipment reference, inspection date, and discrepancy description, and the output is a formatted, audit-ready summary without the exporter having to re-key data.<\/p>\n<h2>Building Edible Yield Forecasting Models<\/h2>\n<p>The most under-discussed use case is ChatGPT as a code generator for yield forecasting. Exporters managing 1,000+ trees across multiple states need baseline predictions to negotiate contracts with Chinese importers before the season opens.<\/p>\n<p>A typical workflow:<\/p>\n<p>1. Export historical yield data per block (kg per tree, grade split, harvest date).<\/p>\n<p>2. Prompt ChatGPT: &#8220;Write a Python script that loads this CSV and runs a multiple linear regression with tree age, monthly rainfall from the nearest JPS station, and days below 22\u00b0C as variables. Predict the next 30 days of grade A yield with a 95% confidence interval.&#8221;<\/p>\n<p>3. Run the script locally and adapt the numbers.<\/p>\n<p>The output is not magic. It is a basic OLS model with maybe 0.6\u20130.7 R\u00b2. But it is better than the alternative \u2014 exporting a first shipment and hoping the second one matches the contracted volume with a Chinese buyer in Shanghai who expects consistent 24-28 foot containers. The model also flags the &#8220;buah susu&#8221; off-season crop pattern, which catches new exporters every year when they overcommit on volume for February deliveries.<\/p>\n<h2>Cold Chain Rejection Rate Diagnostics<\/h2>\n<p>When a China Customs inspection rejects a container, the reason is almost always over-ripeness or skin cracking from condensation. The reject notice comes back through the freight forwarder (e.g., C.H. Robinson or local crates) with photos and a holding temperature log.<\/p>\n<p>Exporters paste this data into ChatGPT and ask it to correlate rejection cause with packing house processing latency. Key variables:<\/p>\n<p>&#8211; Time from harvest to arrival at the packing house (Puchong, Nilai, or Segamat).<\/p>\n<p>&#8211; Time in the precooling chamber (target 4\u20138\u00b0C).<\/p>\n<p>&#8211; Reefer temperature setpoint (typically 10\u201312\u00b0C for fresh whole durian, NOT 4\u00b0C \u2014 that causes shock cracking).<\/p>\n<p>ChatGPT&#8217;s answer is a diagnostic summary, not a fix. For example: &#8220;9 of 12 rejected lots spent more than 6 hours between harvest and precooling, and 7 of those were picked on days above 30\u00b0C. Recommend capping harvest-to-precooling at 4 hours during the main crop.&#8221;<\/p>\n<p>That finding translates into a packing house SOP change. It also feeds into the DOA audit trail, demonstrating that the exporter conducted a traceable root cause analysis.<\/p>\n<h2>Data Table<\/h2>\n<div style='overflow-x: auto; margin: 30px 0;'>\n<table class='wp-premium-table'>\n<thead>\n<tr>\n<th>Workflow Stage<\/th>\n<th>ChatGPT Function<\/th>\n<th>Output Artifact<\/th>\n<th>Typical Metric<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Field log normalization<\/td>\n<td>Text-to-CSV conversion in Data Analysis<\/td>\n<td>Standardized daily harvest tally<\/td>\n<td>Drop count per block, grade ratio<\/td>\n<\/tr>\n<tr>\n<td>Grade variance analysis<\/td>\n<td>Statistical calculation on pasted lot data<\/td>\n<td>Variance report with trend flags<\/td>\n<td>Coefficient of variation per block<\/td>\n<\/tr>\n<tr>\n<td>DOA phytosanitary reconciliation<\/td>\n<td>Cross-check of license numbers vs lot IDs<\/td>\n<td>Mismatch flag list<\/td>\n<td>Orchard code vs intake reference<\/td>\n<\/tr>\n<tr>\n<td>Yield forecasting<\/td>\n<td>Python code generation for regression model<\/td>\n<td>Predictive yield curve<\/td>\n<td>kg per tree, 95% confidence interval<\/td>\n<\/tr>\n<tr>\n<td>Cold chain rejection audit<\/td>\n<td>Correlation analysis of reject notices<\/td>\n<td>Root cause summary and SOP updates<\/td>\n<td>Harvest-to-precooling hours<\/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: Musang King exporters in Pahang and Johor use ChatGPT&#8217;s Data Analysis mode to convert raw orchard drop counts and WhatsApp field logs into standardized export yield reports, reconciling daily tallies against DOA phytosanitary lot numbers and China Customs intake documents. Field Logs to Export Tally Sheets A Raub orchard supervisor sends a voice [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":2490,"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-2397","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 Durian Exporters Use ChatGPT for Yield Reports - 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-durian-exporters-use-chatgpt-for-yield-reports\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Durian Exporters Use ChatGPT for Yield Reports - Durian Daily Malaysia\" \/>\n<meta property=\"og:description\" content=\"Quick Summary: Musang King exporters in Pahang and Johor use ChatGPT&#8217;s Data Analysis mode to convert raw orchard drop counts and WhatsApp field logs into standardized export yield reports, reconciling daily tallies against DOA phytosanitary lot numbers and China Customs intake documents. Field Logs to Export Tally Sheets A Raub orchard supervisor sends a voice [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/duriandaily.com\/my\/how-durian-exporters-use-chatgpt-for-yield-reports\/\" \/>\n<meta property=\"og:site_name\" content=\"Durian Daily Malaysia\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-08T02:57:14+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/duriandaily.com\/my\/wp-content\/uploads\/2026\/08\/how-durian-exporters-use-chatgpt-for-yield-reports-3.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=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-durian-exporters-use-chatgpt-for-yield-reports\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-durian-exporters-use-chatgpt-for-yield-reports\\\/\"},\"author\":{\"name\":\"becky fung\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/#\\\/schema\\\/person\\\/3783833b551a5ba008f6fd70e3a36103\"},\"headline\":\"How Durian Exporters Use ChatGPT for Yield Reports\",\"datePublished\":\"2026-09-08T02:57:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-durian-exporters-use-chatgpt-for-yield-reports\\\/\"},\"wordCount\":1047,\"publisher\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-durian-exporters-use-chatgpt-for-yield-reports\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/how-durian-exporters-use-chatgpt-for-yield-reports-3.webp\",\"articleSection\":[\"Lifestyle &amp; Culture\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-durian-exporters-use-chatgpt-for-yield-reports\\\/\",\"url\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-durian-exporters-use-chatgpt-for-yield-reports\\\/\",\"name\":\"How Durian Exporters Use ChatGPT for Yield Reports - Durian Daily Malaysia\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-durian-exporters-use-chatgpt-for-yield-reports\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-durian-exporters-use-chatgpt-for-yield-reports\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/how-durian-exporters-use-chatgpt-for-yield-reports-3.webp\",\"datePublished\":\"2026-09-08T02:57:14+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-durian-exporters-use-chatgpt-for-yield-reports\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-durian-exporters-use-chatgpt-for-yield-reports\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-durian-exporters-use-chatgpt-for-yield-reports\\\/#primaryimage\",\"url\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/how-durian-exporters-use-chatgpt-for-yield-reports-3.webp\",\"contentUrl\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/how-durian-exporters-use-chatgpt-for-yield-reports-3.webp\",\"width\":1920,\"height\":1080},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/how-durian-exporters-use-chatgpt-for-yield-reports\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/duriandaily.com\\\/my\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How Durian Exporters Use ChatGPT for Yield Reports\"}]},{\"@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 Durian Exporters Use ChatGPT for Yield Reports - 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-durian-exporters-use-chatgpt-for-yield-reports\/","og_locale":"en_US","og_type":"article","og_title":"How Durian Exporters Use ChatGPT for Yield Reports - Durian Daily Malaysia","og_description":"Quick Summary: Musang King exporters in Pahang and Johor use ChatGPT&#8217;s Data Analysis mode to convert raw orchard drop counts and WhatsApp field logs into standardized export yield reports, reconciling daily tallies against DOA phytosanitary lot numbers and China Customs intake documents. Field Logs to Export Tally Sheets A Raub orchard supervisor sends a voice [&hellip;]","og_url":"https:\/\/duriandaily.com\/my\/how-durian-exporters-use-chatgpt-for-yield-reports\/","og_site_name":"Durian Daily Malaysia","article_published_time":"2026-09-08T02:57:14+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/duriandaily.com\/my\/wp-content\/uploads\/2026\/08\/how-durian-exporters-use-chatgpt-for-yield-reports-3.webp","type":"image\/webp"}],"author":"becky fung","twitter_card":"summary_large_image","twitter_misc":{"Written by":"becky fung","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/duriandaily.com\/my\/how-durian-exporters-use-chatgpt-for-yield-reports\/#article","isPartOf":{"@id":"https:\/\/duriandaily.com\/my\/how-durian-exporters-use-chatgpt-for-yield-reports\/"},"author":{"name":"becky fung","@id":"https:\/\/duriandaily.com\/my\/#\/schema\/person\/3783833b551a5ba008f6fd70e3a36103"},"headline":"How Durian Exporters Use ChatGPT for Yield Reports","datePublished":"2026-09-08T02:57:14+00:00","mainEntityOfPage":{"@id":"https:\/\/duriandaily.com\/my\/how-durian-exporters-use-chatgpt-for-yield-reports\/"},"wordCount":1047,"publisher":{"@id":"https:\/\/duriandaily.com\/my\/#organization"},"image":{"@id":"https:\/\/duriandaily.com\/my\/how-durian-exporters-use-chatgpt-for-yield-reports\/#primaryimage"},"thumbnailUrl":"https:\/\/duriandaily.com\/my\/wp-content\/uploads\/2026\/08\/how-durian-exporters-use-chatgpt-for-yield-reports-3.webp","articleSection":["Lifestyle &amp; Culture"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/duriandaily.com\/my\/how-durian-exporters-use-chatgpt-for-yield-reports\/","url":"https:\/\/duriandaily.com\/my\/how-durian-exporters-use-chatgpt-for-yield-reports\/","name":"How Durian Exporters Use ChatGPT for Yield Reports - Durian Daily Malaysia","isPartOf":{"@id":"https:\/\/duriandaily.com\/my\/#website"},"primaryImageOfPage":{"@id":"https:\/\/duriandaily.com\/my\/how-durian-exporters-use-chatgpt-for-yield-reports\/#primaryimage"},"image":{"@id":"https:\/\/duriandaily.com\/my\/how-durian-exporters-use-chatgpt-for-yield-reports\/#primaryimage"},"thumbnailUrl":"https:\/\/duriandaily.com\/my\/wp-content\/uploads\/2026\/08\/how-durian-exporters-use-chatgpt-for-yield-reports-3.webp","datePublished":"2026-09-08T02:57:14+00:00","breadcrumb":{"@id":"https:\/\/duriandaily.com\/my\/how-durian-exporters-use-chatgpt-for-yield-reports\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/duriandaily.com\/my\/how-durian-exporters-use-chatgpt-for-yield-reports\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/duriandaily.com\/my\/how-durian-exporters-use-chatgpt-for-yield-reports\/#primaryimage","url":"https:\/\/duriandaily.com\/my\/wp-content\/uploads\/2026\/08\/how-durian-exporters-use-chatgpt-for-yield-reports-3.webp","contentUrl":"https:\/\/duriandaily.com\/my\/wp-content\/uploads\/2026\/08\/how-durian-exporters-use-chatgpt-for-yield-reports-3.webp","width":1920,"height":1080},{"@type":"BreadcrumbList","@id":"https:\/\/duriandaily.com\/my\/how-durian-exporters-use-chatgpt-for-yield-reports\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/duriandaily.com\/my\/"},{"@type":"ListItem","position":2,"name":"How Durian Exporters Use ChatGPT for Yield Reports"}]},{"@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\/2397","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=2397"}],"version-history":[{"count":1,"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/posts\/2397\/revisions"}],"predecessor-version":[{"id":2491,"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/posts\/2397\/revisions\/2491"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/media\/2490"}],"wp:attachment":[{"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/media?parent=2397"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/categories?post=2397"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/tags?post=2397"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/duriandaily.com\/my\/wp-json\/wp\/v2\/ppma_author?post=2397"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}