{"id":16809,"date":"2026-09-15T10:17:50","date_gmt":"2026-09-15T14:17:50","guid":{"rendered":"https:\/\/distributionstrategy.com\/?p=16809"},"modified":"2026-09-15T10:17:51","modified_gmt":"2026-09-15T14:17:51","slug":"grubmarket-launches-ai-tool-for-produce-pricing","status":"publish","type":"post","link":"https:\/\/distributionstrategy.com\/2026\/09\/grubmarket-launches-ai-tool-for-produce-pricing\/","title":{"rendered":"GrubMarket Launches AI Tool for Produce Pricing"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong><em>Why This Matters to Distributors:<\/em><\/strong> <em>GrubMarket is applying artificial intelligence directly to pricing and purchasing decisions. Its new tool combines U.S. Department of Agriculture market data with a distributor\u2019s own transaction records, potentially giving produce wholesalers a faster way to identify pricing gaps, evaluate suppliers and compare their performance with the market.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GrubMarket is expanding its use of artificial intelligence in food distribution with a new tool designed to help produce wholesalers make pricing and purchasing decisions using U.S. Department of Agriculture market data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The San Francisco-based company has launched USDA Pricing AI Analyst, the latest addition to its GrubAssist AI platform. The tool allows distributors to ask questions about fruit and vegetable prices and, when connected to their internal systems, compare market benchmarks with their own sales and purchasing data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The system draws pricing information from the USDA\u2019s Agricultural Marketing Service. GrubMarket said users can ask questions in natural language rather than manually searching government databases, downloading files, and analyzing spreadsheets.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That could make the tool particularly useful in produce distribution, where prices can change quickly and vary by product, location, size, and packaging.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A distributor, for example, could ask how avocado prices are trending during the week or compare strawberry prices in California and New York. When connected to the distributor\u2019s enterprise resource planning system, the tool can also compare those market benchmarks with actual transactions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GrubMarket said distributors could use the system to identify orders sold below USDA shipping-point prices, determine whether their prices are above or below market levels and compare supplier costs with USDA benchmarks.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The tool also can analyze pricing by customer and sales representative, compare purchasing prices by supplier and buyer, track market price movements and compare prices across geographic markets, according to the company.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Users access the system through GrubAssist\u2019s desktop or mobile chat interface and can type or speak their questions. If GrubAssist is connected to a distributor\u2019s ERP system, the AI analyst can use the company\u2019s sales and purchasing records in its comparisons.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">USDA Pricing AI Analyst joins several specialized applications already available through GrubAssist, including Business Analyst, Inventory Analyst and Cash Flow Analyst.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GrubMarket said the underlying platform uses large language models, natural-language processing, semantic data mapping, generative AI, predictive analytics, and agentic workflows developed for food supply chain operations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">CEO Mike Xu said the tool is intended to simplify access to market information that distributors traditionally have had to gather and analyze themselves.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The product represents a more targeted use of AI in distribution than general-purpose chatbots or productivity applications. GrubMarket is applying the technology to pricing, purchasing and supplier analysis, functions tied directly to a distributor\u2019s cost of goods and selling margins.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But the company has not yet disclosed results showing the financial impact of the new tool. Its announcement did not include customer adoption figures, pricing for the product or examples quantifying improvements in selling margins, purchasing costs or sales.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That leaves the business case to be demonstrated. Technology can make USDA and internal transaction data easier to analyze, but GrubMarket has not yet provided evidence showing how much that capability improves distributor financial performance in practice.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/distributionstrategy.com\/subscribe\/\" target=\"_blank\" rel=\"noopener\"><em>Do not miss any content from Distribution Strategy Group. Join our list.<\/em><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The tool allows distributors to ask questions about fruit and vegetable prices and, when connected to their internal systems, compare market benchmarks with their own sales and purchasing data.<\/p>\n","protected":false},"author":8,"featured_media":5163,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_tec_requires_first_save":true,"content-type":"","_EventAllDay":false,"_EventTimezone":"","_EventStartDate":"","_EventEndDate":"","_EventStartDateUTC":"","_EventEndDateUTC":"","_EventShowMap":false,"_EventShowMapLink":false,"_EventURL":"","_EventCost":"","_EventCostDescription":"","_EventCurrencySymbol":"","_EventCurrencyCode":"","_EventCurrencyPosition":"","_EventDateTimeSeparator":"","_EventTimeRangeSeparator":"","_EventOrganizerID":[],"_EventVenueID":[],"_OrganizerEmail":"","_OrganizerPhone":"","_OrganizerWebsite":"","_VenueAddress":"","_VenueCity":"","_VenueCountry":"","_VenueProvince":"","_VenueState":"","_VenueZip":"","_VenuePhone":"","_VenueURL":"","_VenueStateProvince":"","_VenueLat":"","_VenueLng":"","_VenueShowMap":false,"_VenueShowMapLink":false,"_tribe_blocks_recurrence_rules":"","_tribe_blocks_recurrence_description":"","_tribe_blocks_recurrence_exclusions":"","_featured_video_url":"","footnotes":""},"categories":[5],"tags":[],"coauthors":[208],"class_list":["post-16809","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-in-distribution"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>GrubMarket Launches AI Tool for Produce Pricing - Distribution Strategy Group<\/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:\/\/distributionstrategy.com\/2026\/09\/grubmarket-launches-ai-tool-for-produce-pricing\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"GrubMarket Launches AI Tool for Produce Pricing - Distribution Strategy Group\" \/>\n<meta property=\"og:description\" content=\"The tool allows distributors to ask questions about fruit and vegetable prices and, when connected to their internal systems, compare market benchmarks with their own sales and purchasing data.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/distributionstrategy.com\/2026\/09\/grubmarket-launches-ai-tool-for-produce-pricing\/\" \/>\n<meta property=\"og:site_name\" content=\"Distribution Strategy Group\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-15T14:17:50+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-15T14:17:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/distributionstrategy.com\/wp-content\/uploads\/2023\/10\/Is-Your-Data-Ready-for-the-AI-Pricing-and-Selling-Revolution-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1600\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Mark Brohan\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Mark Brohan\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/2026\\\/09\\\/grubmarket-launches-ai-tool-for-produce-pricing\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/2026\\\/09\\\/grubmarket-launches-ai-tool-for-produce-pricing\\\/\"},\"author\":{\"name\":\"Mark Brohan\",\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/#\\\/schema\\\/person\\\/490a366e3ff5ec1fc52c07179fb57d46\"},\"headline\":\"GrubMarket Launches AI Tool for Produce Pricing\",\"datePublished\":\"2026-09-15T14:17:50+00:00\",\"dateModified\":\"2026-09-15T14:17:51+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/2026\\\/09\\\/grubmarket-launches-ai-tool-for-produce-pricing\\\/\"},\"wordCount\":549,\"publisher\":{\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/2026\\\/09\\\/grubmarket-launches-ai-tool-for-produce-pricing\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/distributionstrategy.com\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/Is-Your-Data-Ready-for-the-AI-Pricing-and-Selling-Revolution-1-1024x512.jpg\",\"articleSection\":[\"AI in Distribution\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/2026\\\/09\\\/grubmarket-launches-ai-tool-for-produce-pricing\\\/\",\"url\":\"https:\\\/\\\/distributionstrategy.com\\\/2026\\\/09\\\/grubmarket-launches-ai-tool-for-produce-pricing\\\/\",\"name\":\"GrubMarket Launches AI Tool for Produce Pricing - Distribution Strategy Group\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/2026\\\/09\\\/grubmarket-launches-ai-tool-for-produce-pricing\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/2026\\\/09\\\/grubmarket-launches-ai-tool-for-produce-pricing\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/distributionstrategy.com\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/Is-Your-Data-Ready-for-the-AI-Pricing-and-Selling-Revolution-1-1024x512.jpg\",\"datePublished\":\"2026-09-15T14:17:50+00:00\",\"dateModified\":\"2026-09-15T14:17:51+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/2026\\\/09\\\/grubmarket-launches-ai-tool-for-produce-pricing\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/distributionstrategy.com\\\/2026\\\/09\\\/grubmarket-launches-ai-tool-for-produce-pricing\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/2026\\\/09\\\/grubmarket-launches-ai-tool-for-produce-pricing\\\/#primaryimage\",\"url\":\"https:\\\/\\\/distributionstrategy.com\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/Is-Your-Data-Ready-for-the-AI-Pricing-and-Selling-Revolution-1-1024x512.jpg\",\"contentUrl\":\"https:\\\/\\\/distributionstrategy.com\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/Is-Your-Data-Ready-for-the-AI-Pricing-and-Selling-Revolution-1-1024x512.jpg\",\"width\":1600,\"height\":800},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/2026\\\/09\\\/grubmarket-launches-ai-tool-for-produce-pricing\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/distributionstrategy.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"GrubMarket Launches AI Tool for Produce Pricing\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/#website\",\"url\":\"https:\\\/\\\/distributionstrategy.com\\\/\",\"name\":\"Distribution Strategy Group\",\"description\":\"Thought Leadership and Software for Wholesale Change Agents\",\"publisher\":{\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/distributionstrategy.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/#organization\",\"name\":\"Distribution Strategy Group\",\"url\":\"https:\\\/\\\/distributionstrategy.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/distributionstrategy.com\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/Logo.svg\",\"contentUrl\":\"https:\\\/\\\/distributionstrategy.com\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/Logo.svg\",\"caption\":\"Distribution Strategy Group\"},\"image\":{\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/distributionstrategy.com\\\/#\\\/schema\\\/person\\\/490a366e3ff5ec1fc52c07179fb57d46\",\"name\":\"Mark Brohan\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/8f9f8d5f68591c3218e9072f137f3c20369529362923d6bf3162a7275a5b511d?s=96&d=mm&r=ge2e8882c412e505349ed8c06a5d42996\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/8f9f8d5f68591c3218e9072f137f3c20369529362923d6bf3162a7275a5b511d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/8f9f8d5f68591c3218e9072f137f3c20369529362923d6bf3162a7275a5b511d?s=96&d=mm&r=g\",\"caption\":\"Mark Brohan\"},\"sameAs\":[\"https:\\\/\\\/distributionstrategy.com\"],\"url\":\"https:\\\/\\\/distributionstrategy.com\\\/author\\\/markbrohan\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"GrubMarket Launches AI Tool for Produce Pricing - Distribution Strategy Group","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:\/\/distributionstrategy.com\/2026\/09\/grubmarket-launches-ai-tool-for-produce-pricing\/","og_locale":"en_US","og_type":"article","og_title":"GrubMarket Launches AI Tool for Produce Pricing - Distribution Strategy Group","og_description":"The tool allows distributors to ask questions about fruit and vegetable prices and, when connected to their internal systems, compare market benchmarks with their own sales and purchasing data.","og_url":"https:\/\/distributionstrategy.com\/2026\/09\/grubmarket-launches-ai-tool-for-produce-pricing\/","og_site_name":"Distribution Strategy Group","article_published_time":"2026-09-15T14:17:50+00:00","article_modified_time":"2026-09-15T14:17:51+00:00","og_image":[{"width":1600,"height":800,"url":"https:\/\/distributionstrategy.com\/wp-content\/uploads\/2023\/10\/Is-Your-Data-Ready-for-the-AI-Pricing-and-Selling-Revolution-1.jpg","type":"image\/jpeg"}],"author":"Mark Brohan","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Mark Brohan","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/distributionstrategy.com\/2026\/09\/grubmarket-launches-ai-tool-for-produce-pricing\/#article","isPartOf":{"@id":"https:\/\/distributionstrategy.com\/2026\/09\/grubmarket-launches-ai-tool-for-produce-pricing\/"},"author":{"name":"Mark Brohan","@id":"https:\/\/distributionstrategy.com\/#\/schema\/person\/490a366e3ff5ec1fc52c07179fb57d46"},"headline":"GrubMarket Launches AI Tool for Produce Pricing","datePublished":"2026-09-15T14:17:50+00:00","dateModified":"2026-09-15T14:17:51+00:00","mainEntityOfPage":{"@id":"https:\/\/distributionstrategy.com\/2026\/09\/grubmarket-launches-ai-tool-for-produce-pricing\/"},"wordCount":549,"publisher":{"@id":"https:\/\/distributionstrategy.com\/#organization"},"image":{"@id":"https:\/\/distributionstrategy.com\/2026\/09\/grubmarket-launches-ai-tool-for-produce-pricing\/#primaryimage"},"thumbnailUrl":"https:\/\/distributionstrategy.com\/wp-content\/uploads\/2023\/10\/Is-Your-Data-Ready-for-the-AI-Pricing-and-Selling-Revolution-1-1024x512.jpg","articleSection":["AI in Distribution"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/distributionstrategy.com\/2026\/09\/grubmarket-launches-ai-tool-for-produce-pricing\/","url":"https:\/\/distributionstrategy.com\/2026\/09\/grubmarket-launches-ai-tool-for-produce-pricing\/","name":"GrubMarket Launches AI Tool for Produce Pricing - Distribution Strategy Group","isPartOf":{"@id":"https:\/\/distributionstrategy.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/distributionstrategy.com\/2026\/09\/grubmarket-launches-ai-tool-for-produce-pricing\/#primaryimage"},"image":{"@id":"https:\/\/distributionstrategy.com\/2026\/09\/grubmarket-launches-ai-tool-for-produce-pricing\/#primaryimage"},"thumbnailUrl":"https:\/\/distributionstrategy.com\/wp-content\/uploads\/2023\/10\/Is-Your-Data-Ready-for-the-AI-Pricing-and-Selling-Revolution-1-1024x512.jpg","datePublished":"2026-09-15T14:17:50+00:00","dateModified":"2026-09-15T14:17:51+00:00","breadcrumb":{"@id":"https:\/\/distributionstrategy.com\/2026\/09\/grubmarket-launches-ai-tool-for-produce-pricing\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/distributionstrategy.com\/2026\/09\/grubmarket-launches-ai-tool-for-produce-pricing\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/distributionstrategy.com\/2026\/09\/grubmarket-launches-ai-tool-for-produce-pricing\/#primaryimage","url":"https:\/\/distributionstrategy.com\/wp-content\/uploads\/2023\/10\/Is-Your-Data-Ready-for-the-AI-Pricing-and-Selling-Revolution-1-1024x512.jpg","contentUrl":"https:\/\/distributionstrategy.com\/wp-content\/uploads\/2023\/10\/Is-Your-Data-Ready-for-the-AI-Pricing-and-Selling-Revolution-1-1024x512.jpg","width":1600,"height":800},{"@type":"BreadcrumbList","@id":"https:\/\/distributionstrategy.com\/2026\/09\/grubmarket-launches-ai-tool-for-produce-pricing\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/distributionstrategy.com\/"},{"@type":"ListItem","position":2,"name":"GrubMarket Launches AI Tool for Produce Pricing"}]},{"@type":"WebSite","@id":"https:\/\/distributionstrategy.com\/#website","url":"https:\/\/distributionstrategy.com\/","name":"Distribution Strategy Group","description":"Thought Leadership and Software for Wholesale Change Agents","publisher":{"@id":"https:\/\/distributionstrategy.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/distributionstrategy.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/distributionstrategy.com\/#organization","name":"Distribution Strategy Group","url":"https:\/\/distributionstrategy.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/distributionstrategy.com\/#\/schema\/logo\/image\/","url":"https:\/\/distributionstrategy.com\/wp-content\/uploads\/2026\/03\/Logo.svg","contentUrl":"https:\/\/distributionstrategy.com\/wp-content\/uploads\/2026\/03\/Logo.svg","caption":"Distribution Strategy Group"},"image":{"@id":"https:\/\/distributionstrategy.com\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/distributionstrategy.com\/#\/schema\/person\/490a366e3ff5ec1fc52c07179fb57d46","name":"Mark Brohan","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/8f9f8d5f68591c3218e9072f137f3c20369529362923d6bf3162a7275a5b511d?s=96&d=mm&r=ge2e8882c412e505349ed8c06a5d42996","url":"https:\/\/secure.gravatar.com\/avatar\/8f9f8d5f68591c3218e9072f137f3c20369529362923d6bf3162a7275a5b511d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/8f9f8d5f68591c3218e9072f137f3c20369529362923d6bf3162a7275a5b511d?s=96&d=mm&r=g","caption":"Mark Brohan"},"sameAs":["https:\/\/distributionstrategy.com"],"url":"https:\/\/distributionstrategy.com\/author\/markbrohan\/"}]}},"_links":{"self":[{"href":"https:\/\/distributionstrategy.com\/wp-json\/wp\/v2\/posts\/16809","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/distributionstrategy.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/distributionstrategy.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/distributionstrategy.com\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/distributionstrategy.com\/wp-json\/wp\/v2\/comments?post=16809"}],"version-history":[{"count":1,"href":"https:\/\/distributionstrategy.com\/wp-json\/wp\/v2\/posts\/16809\/revisions"}],"predecessor-version":[{"id":16810,"href":"https:\/\/distributionstrategy.com\/wp-json\/wp\/v2\/posts\/16809\/revisions\/16810"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/distributionstrategy.com\/wp-json\/wp\/v2\/media\/5163"}],"wp:attachment":[{"href":"https:\/\/distributionstrategy.com\/wp-json\/wp\/v2\/media?parent=16809"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/distributionstrategy.com\/wp-json\/wp\/v2\/categories?post=16809"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/distributionstrategy.com\/wp-json\/wp\/v2\/tags?post=16809"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/distributionstrategy.com\/wp-json\/wp\/v2\/coauthors?post=16809"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}