{"id":930,"date":"2026-04-03T14:07:40","date_gmt":"2026-04-03T14:07:40","guid":{"rendered":"https:\/\/pixelpanda.ai\/blog\/2026\/04\/03\/how-to-optimize-shipping-costs-for-your-shopify-store-in-2025\/"},"modified":"2026-09-07T03:40:51","modified_gmt":"2026-09-07T03:40:51","slug":"how-to-optimize-shipping-costs-for-your-shopify-store-in-2025","status":"publish","type":"post","link":"https:\/\/pixelpanda.ai\/blog\/2026\/04\/03\/how-to-optimize-shipping-costs-for-your-shopify-store-in-2025\/","title":{"rendered":"How to Optimize Shipping Costs for Your Shopify Store in 2025"},"content":{"rendered":"<h2 id=\"why-shipping-costs-matter\">Why Shipping Costs Can Make or Break Your Shopify Store<\/h2>\n<p>For most Shopify merchants, shipping represents the second-largest operational expense after product costs. The average ecommerce store spends between 8% and 15% of revenue on shipping and fulfillment, yet most founders don&#8217;t realize they&#8217;re overpaying by 20-40% due to inefficient carrier contracts, poor packaging choices, and manual routing decisions.<\/p>\n<p>If you want to <strong>optimize shipping costs ecommerce<\/strong> operations effectively, you need to understand that shipping isn&#8217;t just a line item on your P&amp;L\u2014it&#8217;s a competitive advantage. Amazon has conditioned customers to expect fast, free shipping, which means you&#8217;re competing on delivery speed and cost simultaneously. The stores that win are the ones that master shipping economics without sacrificing customer experience.<\/p>\n<p>The landscape has evolved significantly heading into 2026, with rising fuel costs, labor shortages at carriers, and increased customer expectations for sustainable packaging. Smart merchants who learn to optimize shipping costs ecommerce-wide are seeing profit margin improvements of 15-30% while maintaining customer satisfaction scores above 4.7 stars. With inflation affecting shipping rates by 6-8% annually, optimization isn&#8217;t optional\u2014it&#8217;s essential for survival.<\/p>\n<p>This comprehensive guide walks you through proven strategies to reduce shipping costs while maintaining or improving delivery times. We&#8217;ll cover everything from AI-powered carrier negotiations to sustainable packaging optimization, with specific numbers and examples from real Shopify stores processing millions in revenue. Whether you&#8217;re shipping 50 packages a month or 50,000, the strategies below will help you build a shipping program that scales profitably. And because shipping and product presentation are more connected than most merchants realize, we&#8217;ll also show you how better product imagery can quietly reduce your shipping-related costs.<\/p>\n<h2 id=\"audit-current-costs\">Step 1: Audit Your Current Shipping Costs<\/h2>\n<p>Before you can optimize shipping costs ecommerce spending, you need to know exactly where your money goes. Most Shopify merchants have a vague sense that shipping is expensive, but they can&#8217;t tell you their cost per package or their average delivery time by zone.<\/p>\n<h3>What to Track in 2026<\/h3>\n<p>Start by pulling data for the last 90 days. You need these critical metrics:<\/p>\n<ul>\n<li><strong>Average cost per shipment<\/strong> (total shipping spend divided by number of orders)<\/li>\n<li><strong>Cost per pound<\/strong> (helps identify weight-based inefficiencies)<\/li>\n<li><strong>Percentage of orders by carrier<\/strong> (USPS vs UPS vs FedEx vs regional carriers)<\/li>\n<li><strong>Percentage of orders by service level<\/strong> (ground vs 2-day vs overnight)<\/li>\n<li><strong>Average delivery time by zone<\/strong> (zones 1-8 for domestic US shipping)<\/li>\n<li><strong>Dimensional weight charges<\/strong> (how often you&#8217;re paying for air instead of actual weight)<\/li>\n<li><strong>Accessorial fees<\/strong> (residential delivery, address correction, fuel surcharges)<\/li>\n<li><strong>Carbon footprint per shipment<\/strong> (increasingly important for customer perception and ESG compliance)<\/li>\n<li><strong>Peak season surcharge impact<\/strong> (Q4 2025 saw unprecedented 25-35% surcharges, and early data suggests Q4 2026 will follow a similar pattern)<\/li>\n<li><strong>Returns processing costs<\/strong> (handling, restocking, and reshipping expenses)<\/li>\n<li><strong>Lost package replacement rates<\/strong> (industry average is 0.5-1.2% of shipments)<\/li>\n<\/ul>\n<p>Most Shopify stores discover that 60-70% of their shipping costs come from just 20-30% of their orders\u2014typically the heavy items, oversized packages, or expedited shipments to distant zones. This Pareto principle applies across all ecommerce verticals and is where your optimization efforts should focus first.<\/p>\n<h3>The Hidden Costs Nobody Talks About<\/h3>\n<p>Your shipping invoice doesn&#8217;t tell the whole story. Add these hidden costs to get your true shipping expense:<\/p>\n<table>\n<thead>\n<tr>\n<th>Cost Category<\/th>\n<th>Typical Impact (2026)<\/th>\n<th>Where It Hides<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Packaging materials<\/td>\n<td>$0.60-$2.50 per order<\/td>\n<td>Inventory\/COGS<\/td>\n<\/tr>\n<tr>\n<td>Labor for packing<\/td>\n<td>$2.00-$5.50 per order<\/td>\n<td>Payroll<\/td>\n<\/tr>\n<tr>\n<td>Returns shipping<\/td>\n<td>18-35% of outbound costs<\/td>\n<td>Customer service budget<\/td>\n<\/tr>\n<tr>\n<td>Damaged goods replacement<\/td>\n<td>3-7% of orders<\/td>\n<td>COGS<\/td>\n<\/tr>\n<tr>\n<td>Address correction fees<\/td>\n<td>$16-$22 per occurrence<\/td>\n<td>Shipping invoice<\/td>\n<\/tr>\n<tr>\n<td>Sustainability packaging premium<\/td>\n<td>$0.25-$0.75 per order<\/td>\n<td>Marketing\/brand budget<\/td>\n<\/tr>\n<tr>\n<td>Peak season storage fees<\/td>\n<td>$0.40-$1.20 per order (Q4)<\/td>\n<td>Fulfillment\/storage<\/td>\n<\/tr>\n<tr>\n<td>Insurance and liability<\/td>\n<td>$0.15-$0.45 per order<\/td>\n<td>Risk management<\/td>\n<\/tr>\n<tr>\n<td>Technology and software costs<\/td>\n<td>$0.25-$0.85 per order<\/td>\n<td>SaaS subscriptions<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>When you factor in these hidden costs, your true cost per shipment is typically 35-55% higher than the carrier invoice shows. This is why stores that think they&#8217;re spending $9 per shipment are actually spending $13-15. Understanding this full cost picture is essential when you optimize shipping costs ecommerce operations.<\/p>\n<h3>Advanced Analytics Tools for 2026<\/h3>\n<p>Manual tracking in spreadsheets doesn&#8217;t cut it anymore. Top-performing stores use specialized tools like:<\/p>\n<ul>\n<li><strong>ShipBob Analytics:<\/strong> Real-time cost tracking across multiple fulfillment centers<\/li>\n<li><strong>Easyship Intelligence:<\/strong> AI-powered rate optimization and carrier performance analysis<\/li>\n<li><strong>Shippo Insights:<\/strong> Comprehensive shipping analytics with predictive cost modeling<\/li>\n<li><strong>ParcelLab Track &amp; Trace:<\/strong> Customer communication automation reducing support costs<\/li>\n<li><strong>Narvar Precision:<\/strong> Machine learning-driven delivery optimization<\/li>\n<li><strong>AfterShip Analytics:<\/strong> Comprehensive tracking and performance insights<\/li>\n<\/ul>\n<p>These platforms help you identify optimization opportunities that manual analysis misses, such as optimal order batching times, carrier performance trends, and seasonal cost fluctuations. They also integrate with product photography workflows\u2014when your <a href=\"\/ai-product-photos\">AI product photography<\/a> accurately represents package dimensions, you can better predict shipping costs and set appropriate rates. Accurate, high-resolution product images also reduce returns because customers know exactly what they&#8217;re ordering, which directly lowers your reverse logistics costs.<\/p>\n<h2 id=\"negotiate-carrier-rates\">Step 2: Negotiate Better Carrier Rates<\/h2>\n<p>Most Shopify merchants accept whatever rates their carrier offers, but shipping rates are <em>always<\/em> negotiable\u2014even if you&#8217;re shipping just 100 packages per month. The key is knowing what to ask for and having leverage. In 2026&#8217;s competitive shipping market, carriers are more willing to negotiate than ever before.<\/p>\n<h3>When You Have Leverage<\/h3>\n<p>Carriers care about three things: volume, consistency, and package characteristics. You have negotiating power if:<\/p>\n<ul>\n<li>You ship more than 300 packages per month (threshold lowered from 500 due to increased carrier competition)<\/li>\n<li>Your volume is growing 15%+ year-over-year<\/li>\n<li>Your packages are lightweight (under 5 lbs) or standardized sizes<\/li>\n<li>You&#8217;re willing to commit to a volume guarantee<\/li>\n<li>You can shift volume from one carrier to another<\/li>\n<li>You&#8217;re shipping to predictable geographic regions (improves carrier route efficiency)<\/li>\n<li>You can provide accurate shipment forecasting (helps carriers with capacity planning)<\/li>\n<li>Your return rates are below industry average (shows good packaging and accurate product representation)<\/li>\n<\/ul>\n<h3>What to Negotiate in 2026<\/h3>\n<p>Don&#8217;t just ask for &#8220;better rates.&#8221; Here&#8217;s what actually moves the needle to optimize shipping costs ecommerce operations:<\/p>\n<p><strong>Base rate discounts:<\/strong> Ask for 25-35% off published rates for ground shipping, 20-30% off for 2-day, and 15-25% off for overnight. If you&#8217;re shipping 1,000+ packages per month, these numbers are achievable with persistence.<\/p>\n<p><strong>Dimensional weight divisor:<\/strong> The standard divisor is 139 for domestic shipments. Negotiate for 166 or higher\u2014this alone can save you 15-20% on lightweight, bulky items. Some carriers now offer 180+ divisors for high-volume shippers.<\/p>\n<p><strong>Residential delivery surcharge waiver:<\/strong> This fee has increased to $5.25-$6.75 per package in 2026. If 80%+ of your shipments go to residences, negotiate a waiver or 50% reduction.<\/p>\n<p><strong>Fuel surcharge cap:<\/strong> Fuel surcharges fluctuate between 10-18% in 2026. Negotiate a cap at 12% or a fixed rate to provide cost predictability.<\/p>\n<p><strong>Peak season protection:<\/strong> Q4 2025 saw surcharges up to 35%. Negotiate caps or exemptions for your committed volume during peak seasons.<\/p>\n<p><strong>Accessorial fee reductions:<\/strong> Address correction fees ($16-22), Saturday delivery ($18-24), and delivery area surcharges ($5-8) add up fast. Ask for waivers on the most common fees affecting your shipments.<\/p>\n<p><strong>International shipping incentives:<\/strong> With global ecommerce growing 12% annually, negotiate better international rates and reduced customs processing fees.<\/p>\n<p><strong>Green shipping incentives:<\/strong> Many carriers now offer rate reductions for carbon-neutral shipping commitments and sustainable packaging usage.<\/p>\n<h3>The Multi-Carrier Strategy<\/h3>\n<p>Don&#8217;t put all your eggs in one carrier&#8217;s basket. The stores that optimize shipping costs ecommerce most effectively use 3-4 carriers and route each package to the cheapest option based on destination, weight, and service level.<\/p>\n<p>Here&#8217;s a typical split for a Shopify store shipping 2,500 packages per month in 2026:<\/p>\n<ul>\n<li><strong>USPS Priority Mail:<\/strong> 35% of volume (lightweight packages under 1 lb to zones 1-4)<\/li>\n<li><strong>UPS Ground:<\/strong> 30% of volume (packages 2-10 lbs to zones 5-8)<\/li>\n<li><strong>Regional carriers (OnTrac, LSO, GSO):<\/strong> 20% of volume (zones 7-8 where regional carriers beat national rates)<\/li>\n<li><strong>FedEx Ground:<\/strong> 10% of volume (backup carrier for overflow and rate arbitrage)<\/li>\n<li><strong>Amazon Buy Shipping:<\/strong> 5% of volume (select routes where Amazon&#8217;s rates are competitive)<\/li>\n<\/ul>\n<p>Using multiple carriers gives you negotiating leverage (&#8220;I can shift 25% of my volume to you if you match this rate&#8221;) and operational flexibility when one carrier has delays or capacity constraints\u2014critical during the supply chain disruptions we&#8217;ve seen in recent years.<\/p>\n<h3>Carrier Contract Renewal Strategy<\/h3>\n<p>Most carrier contracts auto-renew annually with rate increases. Instead, treat renewals as negotiation opportunities:<\/p>\n<ol>\n<li><strong>Start negotiations 120 days before expiration<\/strong> (gives you time to get quotes from competitors)<\/li>\n<li><strong>Prepare a detailed shipping profile<\/strong> showing your volume, growth trends, and package characteristics<\/li>\n<li><strong>Get competing quotes<\/strong> from at least 2 other carriers<\/li>\n<li><strong>Present your case with data<\/strong> &#8211; show how your shipping profile benefits the carrier&#8217;s network<\/li>\n<li><strong>Negotiate multi-year deals<\/strong> with volume commitments for better rates and protection from annual increases<\/li>\n<li><strong>Include performance guarantees<\/strong> with penalties for service failures<\/li>\n<li><strong>Build in rate re-negotiation clauses<\/strong> tied to volume milestones, so you automatically qualify for better tiers as you grow<\/li>\n<\/ol>\n<h2 id=\"packaging-optimization\">Step 3: Optimize Packaging to Cut Dimensional Weight Costs<\/h2>\n<p>Dimensional weight (DIM weight) pricing means carriers charge based on package size, not just actual weight. If you&#8217;re shipping a lightweight item in an oversized box, you&#8217;re paying for &#8220;air&#8221; \u2014 and this is one of the most common ways stores overspend without realizing it.<\/p>\n<h3>Right-Sizing Your Packaging<\/h3>\n<p>To optimize shipping costs ecommerce-wide through packaging, start with an SKU-level packaging audit. Map every product (or product category) to the smallest box or mailer that safely fits it. Common wins include:<\/p>\n<ul>\n<li>Switching from generic boxes to a matrix of 4-6 box sizes tailored to your top-selling SKUs<\/li>\n<li>Using poly mailers instead of boxes for soft goods (apparel, textiles) \u2014 often cutting DIM weight charges by 30-50%<\/li>\n<li>Custom-fit mailer inserts that eliminate the need for excess cushioning materials<\/li>\n<li>Auto-boxing software (like Packiyo or CartonCloud) that recommends optimal box size at pack time<\/li>\n<\/ul>\n<p>Stores that complete a full packaging audit typically reduce average DIM weight charges by 12-22% within the first quarter. This is often the single highest-ROI project on this list because it requires no carrier negotiation and can be implemented in weeks, not months.<\/p>\n<h3>Sustainable Packaging That Also Saves Money<\/h3>\n<p>Sustainability and cost savings aren&#8217;t mutually exclusive in 2026. Lightweight recycled mailers, paper void fill instead of plastic air pillows, and curbside-recyclable boxes often cost less per unit than traditional options once you account for reduced DIM weight and lower material waste. Customers increasingly expect this too \u2014 over 60% of online shoppers say sustainable packaging influences their repeat purchase decisions.<\/p>\n<h3>How Product Photography Reduces Packaging and Returns Costs<\/h3>\n<p>It&#8217;s not obvious at first, but product imagery has a direct line to your shipping costs. When product photos are blurry, poorly lit, or fail to show true scale and color, customers order the wrong size, misjudge product dimensions, or receive something that doesn&#8217;t match expectations \u2014 all of which drive returns, and returns are shipped twice.<\/p>\n<p>Using tools like an <a href=\"\/free-tools\/background-remover\">AI background remover<\/a> to create clean, consistent product listings helps customers accurately gauge what they&#8217;re buying. Pairing that with an <a href=\"\/free-tools\/enhance-photo\">AI image upscaler<\/a> ensures zoomed-in product photos stay sharp, so shoppers can inspect texture, stitching, or material quality before purchase instead of guessing. Stores that upgrade their product imagery commonly see return rates drop by 5-15%, which flows straight through to lower reverse-logistics shipping spend.<\/p>\n<p>If you sell through marketplaces or run paid ads featuring your team or founder, investing in <a href=\"\/ai-headshots\">AI headshots<\/a> for your About page and email signatures builds the kind of trust that reduces pre-purchase support tickets (which indirectly reduces cancelled\/re-shipped orders too). And for brands scaling their catalog quickly, <a href=\"\/ai-product-photos\">AI product photography<\/a> lets you generate consistent, accurately-scaled imagery across hundreds of SKUs without the cost or delay of traditional photoshoots \u2014 critical when you&#8217;re trying to keep both content costs and shipping-driven return costs under control simultaneously.<\/p>\n<h2 id=\"shipping-software\">Step 4: Use Shipping Software to Automate Rate Shopping<\/h2>\n<p>Manually choosing carriers per order doesn&#8217;t scale past a few dozen orders a day. To truly optimize shipping costs ecommerce operations at volume, you need software that automatically compares rates across carriers in real time and selects the cheapest option that meets your delivery promise.<\/p>\n<h3>Top Shipping Software Options for Shopify in 2026<\/h3>\n<table>\n<thead>\n<tr>\n<th>Platform<\/th>\n<th>Best For<\/th>\n<th>Starting Price (2026)<\/th>\n<th>Key Feature<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Shopify Shipping (native)<\/td>\n<td>Stores under 500 orders\/month<\/td>\n<td>Included with Shopify plan<\/td>\n<td>Built-in discounted USPS\/UPS\/DHL rates<\/td>\n<\/tr>\n<tr>\n<td>ShipStation<\/td>\n<td>Growing multi-channel sellers<\/td>\n<td>$22-$210\/month<\/td>\n<td>Automation rules and batch label printing<\/td>\n<\/tr>\n<tr>\n<td>Easyship<\/td>\n<td>International\/cross-border sellers<\/td>\n<td>Free-$99\/month<\/td>\n<td>Landed cost calculator and customs automation<\/td>\n<\/tr>\n<tr>\n<td>Shippo<\/td>\n<td>Mid-size stores wanting flexibility<\/td>\n<td>$19-$299\/month<\/td>\n<td>Multi-carrier rate shopping API<\/td>\n<\/tr>\n<tr>\n<td>ShipBob<\/td>\n<td>Stores wanting outsourced fulfillment<\/td>\n<td>Custom pricing<\/td>\n<td>Distributed fulfillment centers reduce zone costs<\/td>\n<\/tr>\n<tr>\n<td>Veeqo<\/td>\n<td>High-volume Shopify Plus stores<\/td>\n<td>Free with Amazon integration<\/td>\n<td>Inventory + shipping in one dashboard<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>The right tool depends on your order volume, whether you fulfill in-house or outsource, and how much of your business is international. Most stores start with Shopify Shipping or Shippo, then graduate to ShipBob or a 3PL once volume exceeds 1,000-2,000 orders\/month.<\/p>\n<h3>Rules-Based Automation<\/h3>\n<p>Once you have a rate-shopping tool in place, layer on automation rules such as:<\/p>\n<ul>\n<li>Auto-select cheapest carrier for orders under 1 lb going to zones 1-4<\/li>\n<li>Auto-upgrade to 2-day shipping for orders over a certain dollar threshold (win-back for customer experience without eating margin on every order)<\/li>\n<li>Auto-flag orders with dimensional weight discrepancies for manual box-size review<\/li>\n<li>Auto-apply signature confirmation only for orders above a risk\/value threshold<\/li>\n<\/ul>\n<h2 id=\"distributed-fulfillment\">Step 5: Use Distributed Fulfillment to Cut Zone-Based Costs<\/h2>\n<p>Shipping cost is heavily influenced by &#8220;zone&#8221; \u2014 the distance a package travels from origin to destination. A single-warehouse store shipping nationwide is paying zone 6-8 rates for a huge share of orders. Distributing inventory across 2-4 fulfillment centers strategically placed around the country can shift a large share of your shipments into zones 1-4, which are dramatically cheaper and faster.<\/p>\n<p>Stores that move from single-node to multi-node fulfillment (via a 3PL network like ShipBob, Deliverr, or Flowspace) typically see:<\/p>\n<ul>\n<li>15-25% reduction in average shipping cost per order<\/li>\n<li>1-2 day improvement in average transit time<\/li>\n<li>Higher eligibility for cheaper ground shipping instead of paying for expedited service to hit delivery promises<\/li>\n<\/ul>\n<p>The tradeoff is more complex inventory allocation and slightly higher fulfillment fees per node \u2014 but for stores doing $2M+ in annual revenue, the math almost always favors distribution.<\/p>\n<h2 id=\"zone-skipping\">Step 6: Zone Skipping and Regional Carrier Strategy<\/h2>\n<p>Zone skipping is a technique where you consolidate multiple packages into a single truckload shipment to a regional hub near the delivery zone, then have a regional carrier complete the &#8220;last mile&#8221; delivery. This bypasses the expensive long-haul portion of national carrier pricing.<\/p>\n<p>This strategy works best for stores shipping 500+ packages per week to concentrated geographic regions (e.g., a strong customer base in the Northeast or California). Regional carriers like OnTrac, LSO, and GSO often beat UPS\/FedEx ground rates by 20-30% in their coverage areas, with comparable or better transit times because they&#8217;re not routing through a national hub-and-spoke network.<\/p>\n<h2 id=\"comparison-table\">Shipping Optimization Strategies Compared<\/h2>\n<p>Not every strategy makes sense for every store. Use this comparison to prioritize based on your order volume and current stage:<\/p>\n<table>\n<thead>\n<tr>\n<th>Strategy<\/th>\n<th>Best For (Order Volume)<\/th>\n<th>Typical Savings<\/th>\n<th>Time to Implement<\/th>\n<th>Effort Level<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Packaging right-sizing<\/td>\n<td>Any volume<\/td>\n<td>12-22% on DIM weight<\/td>\n<td>2-4 weeks<\/td>\n<td>Low<\/td>\n<\/tr>\n<tr>\n<td>Rate-shopping software<\/td>\n<td>50+ orders\/month<\/td>\n<td>8-15% overall<\/td>\n<td>1-2 weeks<\/td>\n<td>Low<\/td>\n<\/tr>\n","protected":false},"excerpt":{"rendered":"<p>Why Shipping Costs Can Make or Break Your Shopify Store For most Shopify merchants, shipping represents the second-largest operational expense after product costs. The average ecommerce store spends between 8% and 15% of revenue on shipping and fulfillment, yet most founders don&#8217;t realize they&#8217;re overpaying by 20-40% due to inefficient carrier contracts, poor packaging choices, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":931,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"optimize shipping costs ecommerce","footnotes":""},"categories":[208],"tags":[519],"class_list":["post-930","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-e-commerce-optimization","tag-optimize-shipping-costs-ecommerce"],"_links":{"self":[{"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/posts\/930","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/comments?post=930"}],"version-history":[{"count":13,"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/posts\/930\/revisions"}],"predecessor-version":[{"id":2266,"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/posts\/930\/revisions\/2266"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/media\/931"}],"wp:attachment":[{"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/media?parent=930"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/categories?post=930"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/tags?post=930"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}