{"id":14809,"date":"2022-11-17T17:02:50","date_gmt":"2022-11-18T01:02:50","guid":{"rendered":"https:\/\/michaeljbrumm.com\/dcl-v3\/?p=14809"},"modified":"2024-03-12T09:29:36","modified_gmt":"2024-03-12T16:29:36","slug":"inventory-planning","status":"publish","type":"post","link":"https:\/\/michaeljbrumm.com\/dcl-v3\/blog\/inventory\/inventory-planning\/","title":{"rendered":"What is Inventory Planning? Definition, Advantages &#038; Tips"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Inventory planning is the process of forecasting and estimating how much of a product should be ordered to efficiently execute future sales. This concept might sound simple, but inventory planning is essential to avoiding potential issues with sales and fulfillment and keeping customer satisfaction levels high.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Effective inventory management requires an understanding of what products should be purchased and in what quantities to maintain adequate stock levels. It\u2019s important to forecast demand for these products based on historical trends. This approach avoids wasting money on overstock and helps predict the amount of inventory needed to avoid stockouts, lost sales and dissatisfied customers.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Advantages of Inventory Planning<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Costs associated with poor inventory planning can heavily contribute to a business&#8217; bottom line. In fact, a <\/span><a href=\"https:\/\/www.businesswire.com\/news\/home\/20150506005233\/en\/New-Research-Report-Retailers-Lose-1.75-Trillion-in-Revenue-Worldwide-Due-to-Overstocks-Out-of-Stocks-and-Returns\"><span style=\"font-weight: 400;\">Business Wire study showed that retailers worldwide lose $1.75 Trillion in Revenue due to overstocking, shortages, and product returns, with the average retailer overstocking by 50%<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">For retail shops and other product-based businesses, simply addressing this costly issue can lead to significant cost savings. Other benefits of efficient inventory planning include-<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Increased Transparency<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A business will have far more control and clarity around what is stored and sold, limiting the risk of employee theft and other avenues for inventory shrinkage. With accurate inventory planning and tracking procedures in place, warehouse visibility will increase as well as the accountability of staff members.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Smooth Cash Flow<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Organizing inventory levels and management in line with data-driven information allows businesses to reduce costs on over-ordering, as well as losing customer rapport through under-stocking. When a business meets demand, the cash flow from sales becomes more consistent.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Enhances Demand Forecasting<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Demand forecasting refers to the process of using historical data (like past sales) to predict upcoming trends and demand for your products.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Using forecasting tools, as mentioned earlier, can help you make informed decisions about future inventory needs. Forecasting helps cater to customers\u2019 demand and fosters better financial decisions pertaining to inventory allocation, warehousing, and distribution.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Inventory Control<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Whereas inventory planning looks to the future to anticipate needs, inventory control addresses the processes of receiving, unpacking, verifying, storing and issuing inventory. Companies use inventory control to establish restocking systems, including reorder points and reorder quantities.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Some ecommerce businesses use ABC analysis to classify stock based on consumption value, which is the total value of an item over a given period. A items have the highest consumption value, and C items have the lowest value. This analysis focuses on critical stock items.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Increased Profit<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Through effective inventory planning, a company will waste less capital on ordering, storing, and managing excess stock. This will also lower associated expenses, such as labor wages, warehouse rent, and security costs, creating a higher profit margin with consistent revenue.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Enhanced Customer Satisfaction<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Unforeseen product shortages can greatly affect a business&#8217;s reputation and consumer retention rates. For both brick-and-mortar shops and eCommerce businesses, running out of popular items will lead to losses in sales due to missed opportunities and disappointed consumers who will likely turn to competitor brands.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Facilitates Quality Control<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Faulty products can negatively impact the perception of your product\u2019s quality. Establishing quality benchmarks for inventory should be part of your overall plan. By closely monitoring the products in stock, you can evaluate their quality.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Inventory planning is often done in tandem with regular quality control checks. This ensures the best quality products are shipped to your customers.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">How to Develop an Inventory Plan<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Once you understand the advantages and challenges associated with inventory planning, it\u2019s time to begin developing an inventory plan.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">An inventory plan is an outline to follow that helps your business order, track, and process inventory. Here are four considerations of an inventory management plan.<\/span><\/p>\n<p>&nbsp;<\/p>\n<ol>\n<li><span style=\"font-weight: 400;\"> Estimating demand<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Inventory planning requires a thorough understanding of product demand. Historical sales data is a great place to start. For example, if sales data suggests that you sell 150 boxes of widgets every day, your inventory plan needs to account for this demand. This ensures you do not end up under \u2013 or overstocking inventory.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Two other factors to consider when estimating demand are scarcity and competition. If a product is hard to find or source, it might be important to have extra stock to keep up with demand fluctuations. Additionally, if running out of a product will cause your customers to switch to your competitors, the extra storage cost may be better than losing customers.<\/span><\/p>\n<p>&nbsp;<\/p>\n<ol start=\"2\">\n<li><span style=\"font-weight: 400;\"> Creating a replenishment plan<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">A replenishment plan is necessary to keep production running smoothly. The reorder point (ROP) is a threshold that determines the time to place an order with your vendor. The reorder point is determined by the time needed for your vendors to package and deliver products and circumvent any potential supply issues.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A just-in-time inventory system works in some instances when the supply chain is steady.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A replenishment strategy should consider items that are required on a regular schedule as well as those needed less frequently. Technology aids the replenshipment process as well as calculated cost impacts.<\/span><\/p>\n<p>&nbsp;<\/p>\n<ol start=\"3\">\n<li><span style=\"font-weight: 400;\"> Tracking inventory<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">The efficiency of any inventory management system is as good as its tracking mechanisms. A point of sale (POS) system catalogs inventory and records changes in real-time. Using barcode scanners reduces errors in tracking and increases efficiency.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Inventory planning should ensure that the warehouse area is large enough to accommodate any extra inventory required during peak times.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">You will need to use inventory planning software in conjunction with your chosen inventory planning method to ensure you can accurately forecast your inventory needs, avoiding stockouts, overstock, and deadstock.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Inventory planning software lets you automate and optimize complex and critical inventory processes, offering you insight into when you need to purchase or transfer inventory to support sales across multiple channels.<\/span><\/p>\n<p>&nbsp;<\/p>\n<ol start=\"4\">\n<li><span style=\"font-weight: 400;\"> Monitoring and adapting stock<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Any inventory system needs to be monitored and adapted to meet present demand for products. Appropriate monitoring will help forecast when sales are needed to move stagnant inventory or when it is time to stock up on certain items to meet growing demand.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Inventory Management Methods\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">One step of inventory planning is proper inventory management. You can use a number of methods to manage your inventory. Let\u2019s take a look at three different inventory management methods you might consider using as a part of your inventory planning processes.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Economic Order Quantity<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Economic Order Quantity (EOQ) refers to the ideal amount of inventory your business should purchase to minimize your costs.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">To calculate your quantity using this method, you will use the below formula:<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Quantity=2(Demand x Order cost)Holding costs<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This method works well for businesses where demand, ordering, and holding costs are consistent. If your business is subject to seasonality, trends, or other factors that might impact that consistency, this method might not be sufficient for your use case.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">ABC Analysis<\/span><\/p>\n<p><span style=\"font-weight: 400;\">ABC Analysis is a method of inventory management that requires you to rank inventory items based on demand, cost, and risk data. You will separate your inventory into classes, helping you to determine which items are most important to your business.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">You can calculate ABC inventory analysis using this formula:<\/span><\/p>\n<p><span style=\"font-weight: 400;\">(Annual units sold) x (Cost per unit=Annual value per product)<\/span><\/p>\n<p><span style=\"font-weight: 400;\">ABC Analysis can help you optimize your inventory, price products appropriately, and allocate resources in a manner that best suits your business. However, ABC Analysis is not enough on its own to properly plan for your inventory needs.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Just-in-Time (JIT) Inventory<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Just-in-Time (JIT) Inventory is a solution that requires you to understand the production schedules of your suppliers. In this strategy, you order inventory to arrive exactly when it is needed, reducing your storage costs.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This method requires you to engage in robust inventory forecasting and planning processes to ensure you have the right amount of stock available to meet your customers\u2019 demand at any given time.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">One downside of JIT inventory is that it can be challenging to account for supply chain disruptions using this method. A delay from one supplier can cause a breakdown of your entire process.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Though all of these methods may be valuable to your inventory planning efforts, they are not sufficient on their own as your business scales. In addition to inventory management methods such as these, you will need to implement inventory planning software to reap the benefits of proper inventory planning.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Bottom Line<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Proper replenishment and inventory planning solutions are vital to run your business effectively and efficiently. To plan for inventory needs accurately and consistently, you will need to have a plan and the right tools in place. Having a clear picture of stock levels is vital in inventory planning and helps you forecast what comes next. Accurate inventory management helps retailers avoid stockouts and overstocking.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Help with inventory management is one of the many benefits to working with a <\/span><a href=\"https:\/\/michaeljbrumm.com\/dcl-v3\/blog\/3pl\/guide-third-party-logistics-3pl-fulfillment-providers\/\"><span style=\"font-weight: 400;\">3PL<\/span><\/a><span style=\"font-weight: 400;\">. If you are seeking logistics support we\u2019d love to hear from you. You can read <\/span><a href=\"https:\/\/michaeljbrumm.com\/dcl-v3\/services\/\"><span style=\"font-weight: 400;\">DCL\u2019s list of services<\/span><\/a><span style=\"font-weight: 400;\"> to learn more, or check out <\/span><a href=\"https:\/\/michaeljbrumm.com\/dcl-v3\/resources\/integrations\/\"><span style=\"font-weight: 400;\">the many companies we work with<\/span><\/a><span style=\"font-weight: 400;\"> to ensure great logistics support. <\/span><a href=\"https:\/\/michaeljbrumm.com\/dcl-v3\/company\/get-started\"><span style=\"font-weight: 400;\">Send us a note<\/span><\/a><span style=\"font-weight: 400;\"> to connect about how we can help your company grow.<\/span><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Inventory planning is the process of forecasting and estimating how much of a product should be ordered to efficiently execute future sales. This concept might sound simple, but inventory planning is essential to avoiding potential issues with sales and fulfillment and keeping customer satisfaction levels high. Effective inventory management requires an understanding of what products [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[107],"tags":[46],"class_list":["post-14809","post","type-post","status-publish","format-standard","hentry","category-inventory","tag-warehouse-management"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.5 (Yoast SEO v26.9) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>What is Inventory Planning? Definition, Advantages &amp; Tips | DCL Logistics<\/title>\n<meta name=\"description\" content=\"Inventory planning for ecommerce business is the process of forecasting the volume of products to order to efficiently execute future sales.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/michaeljbrumm.com\/dcl-v3\/blog\/inventory\/inventory-planning\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What is Inventory Planning? Definition, Advantages &amp; Tips\" \/>\n<meta property=\"og:description\" content=\"Inventory planning for ecommerce business is the process of forecasting the volume of products to order to efficiently execute future sales.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/michaeljbrumm.com\/dcl-v3\/blog\/inventory\/inventory-planning\/\" \/>\n<meta property=\"og:site_name\" content=\"DCL Logistics\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DCLLogistics\/\" \/>\n<meta property=\"article:published_time\" content=\"2022-11-18T01:02:50+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-12T16:29:36+00:00\" \/>\n<meta name=\"author\" content=\"Hadleigh Reid\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@dcl_logistics\" \/>\n<meta name=\"twitter:site\" content=\"@dcl_logistics\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Hadleigh Reid\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutes\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"What is Inventory Planning? Definition, Advantages & Tips | DCL Logistics","description":"Inventory planning for ecommerce business is the process of forecasting the volume of products to order to efficiently execute future sales.","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:\/\/michaeljbrumm.com\/dcl-v3\/blog\/inventory\/inventory-planning\/","og_locale":"en_US","og_type":"article","og_title":"What is Inventory Planning? Definition, Advantages & Tips","og_description":"Inventory planning for ecommerce business is the process of forecasting the volume of products to order to efficiently execute future sales.","og_url":"https:\/\/michaeljbrumm.com\/dcl-v3\/blog\/inventory\/inventory-planning\/","og_site_name":"DCL Logistics","article_publisher":"https:\/\/www.facebook.com\/DCLLogistics\/","article_published_time":"2022-11-18T01:02:50+00:00","article_modified_time":"2024-03-12T16:29:36+00:00","author":"Hadleigh Reid","twitter_card":"summary_large_image","twitter_creator":"@dcl_logistics","twitter_site":"@dcl_logistics","twitter_misc":{"Written by":"Hadleigh Reid","Est. reading time":"7 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/michaeljbrumm.com\/dcl-v3\/blog\/inventory\/inventory-planning\/#article","isPartOf":{"@id":"https:\/\/michaeljbrumm.com\/dcl-v3\/blog\/inventory\/inventory-planning\/"},"author":{"name":"Hadleigh Reid","@id":"https:\/\/michaeljbrumm.com\/dcl-v3\/#\/schema\/person\/da6717f42cf9f668559023de5ff93aa6"},"headline":"What is Inventory Planning? Definition, Advantages &#038; Tips","datePublished":"2022-11-18T01:02:50+00:00","dateModified":"2024-03-12T16:29:36+00:00","mainEntityOfPage":{"@id":"https:\/\/michaeljbrumm.com\/dcl-v3\/blog\/inventory\/inventory-planning\/"},"wordCount":1536,"publisher":{"@id":"https:\/\/michaeljbrumm.com\/dcl-v3\/#organization"},"keywords":["warehouse management"],"articleSection":["Inventory"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/michaeljbrumm.com\/dcl-v3\/blog\/inventory\/inventory-planning\/","url":"https:\/\/michaeljbrumm.com\/dcl-v3\/blog\/inventory\/inventory-planning\/","name":"What is Inventory Planning? Definition, Advantages & Tips | DCL Logistics","isPartOf":{"@id":"https:\/\/michaeljbrumm.com\/dcl-v3\/#website"},"datePublished":"2022-11-18T01:02:50+00:00","dateModified":"2024-03-12T16:29:36+00:00","description":"Inventory planning for ecommerce business is the process of forecasting the volume of products to order to efficiently execute future sales.","breadcrumb":{"@id":"https:\/\/michaeljbrumm.com\/dcl-v3\/blog\/inventory\/inventory-planning\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/michaeljbrumm.com\/dcl-v3\/blog\/inventory\/inventory-planning\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/michaeljbrumm.com\/dcl-v3\/blog\/inventory\/inventory-planning\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/michaeljbrumm.com\/dcl-v3\/"},{"@type":"ListItem","position":2,"name":"What is Inventory Planning? Definition, Advantages &#038; Tips"}]},{"@type":"WebSite","@id":"https:\/\/michaeljbrumm.com\/dcl-v3\/#website","url":"https:\/\/michaeljbrumm.com\/dcl-v3\/","name":"DCL Logistics","description":"Logistics and Fulfillment Experts","publisher":{"@id":"https:\/\/michaeljbrumm.com\/dcl-v3\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/michaeljbrumm.com\/dcl-v3\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/michaeljbrumm.com\/dcl-v3\/#organization","name":"DCL Logistics","url":"https:\/\/michaeljbrumm.com\/dcl-v3\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/michaeljbrumm.com\/dcl-v3\/#\/schema\/logo\/image\/","url":"https:\/\/michaeljbrumm.com\/dcl-v3\/wp-content\/uploads\/2023\/05\/DCL-Icon-Transparent.png","contentUrl":"https:\/\/michaeljbrumm.com\/dcl-v3\/wp-content\/uploads\/2023\/05\/DCL-Icon-Transparent.png","width":153,"height":153,"caption":"DCL Logistics"},"image":{"@id":"https:\/\/michaeljbrumm.com\/dcl-v3\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/DCLLogistics\/","https:\/\/x.com\/dcl_logistics","https:\/\/www.linkedin.com\/company\/dcl\/"]},{"@type":"Person","@id":"https:\/\/michaeljbrumm.com\/dcl-v3\/#\/schema\/person\/da6717f42cf9f668559023de5ff93aa6","name":"Hadleigh Reid","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/michaeljbrumm.com\/dcl-v3\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/c5013befad8eff04fe16ec86f138a6ce6ad76a1e7ead9470408af4a80a6e5da6?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/c5013befad8eff04fe16ec86f138a6ce6ad76a1e7ead9470408af4a80a6e5da6?s=96&d=mm&r=g","caption":"Hadleigh Reid"},"description":"Hadleigh is the Content Manager at DCL Logistics. He drives the content marketing strategy and writes articles to help ecommerce businesses understand the 3PL and fulfillment world and grow and improve their strategy. Feel free to reach out at hadleighr@dclcorp.com","url":"https:\/\/michaeljbrumm.com\/dcl-v3\/blog\/author\/hadleigh\/"}]}},"_links":{"self":[{"href":"https:\/\/michaeljbrumm.com\/dcl-v3\/wp-json\/wp\/v2\/posts\/14809","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/michaeljbrumm.com\/dcl-v3\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/michaeljbrumm.com\/dcl-v3\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/michaeljbrumm.com\/dcl-v3\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/michaeljbrumm.com\/dcl-v3\/wp-json\/wp\/v2\/comments?post=14809"}],"version-history":[{"count":0,"href":"https:\/\/michaeljbrumm.com\/dcl-v3\/wp-json\/wp\/v2\/posts\/14809\/revisions"}],"wp:attachment":[{"href":"https:\/\/michaeljbrumm.com\/dcl-v3\/wp-json\/wp\/v2\/media?parent=14809"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/michaeljbrumm.com\/dcl-v3\/wp-json\/wp\/v2\/categories?post=14809"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/michaeljbrumm.com\/dcl-v3\/wp-json\/wp\/v2\/tags?post=14809"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}