{"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":"2026-08-10T03:17:21","modified_gmt":"2026-08-10T03:17:21","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>Secure volume flexibility clauses<\/strong> that protect you if a slow season means you ship less than projected<\/li>\n<\/ol>\n<h2 id=\"packaging-optimization\">Step 3: Optimize Packaging to Cut Dimensional Weight Costs<\/h2>\n<p>Packaging is one of the fastest ways to optimize shipping costs ecommerce-wide because it directly affects dimensional weight (DIM) pricing, which most carriers now use for the majority of shipments. If your box is bigger than it needs to be, you&#8217;re paying for empty air.<\/p>\n<h3>Right-Sizing Your Packaging<\/h3>\n<p>Carriers calculate dimensional weight by multiplying length x width x height and dividing by a divisor (139 or 166, depending on your contract). If that calculated weight exceeds the actual weight of your package, you pay the higher DIM weight rate.<\/p>\n<p>Practical steps to right-size packaging in 2026:<\/p>\n<ul>\n<li><strong>Audit your box sizes quarterly<\/strong> against your actual product catalog\u2014as your product mix changes, your packaging should too<\/li>\n<li><strong>Use multiple box sizes<\/strong> (at least 4-6 SKUs of boxes) instead of a one-size-fits-all approach<\/li>\n<li><strong>Invest in auto-boxing equipment<\/strong> if you&#8217;re shipping 1,000+ packages\/month; machines like the Packsize On Demand system can cut dimensional weight charges by 15-25%<\/li>\n<li><strong>Switch to poly mailers<\/strong> for soft goods (apparel, textiles) where possible\u2014they weigh less and have no dimensional weight penalty in many carrier systems<\/li>\n<li><strong>Test mailer-to-box conversions<\/strong> for small, sturdy items; a well-chosen poly mailer can cut packaging costs by 40-60% versus a box<\/li>\n<\/ul>\n<h3>Sustainable Packaging That Doesn&#8217;t Break the Bank<\/h3>\n<p>Sustainability is no longer optional\u201468% of consumers in 2026 say packaging waste affects their purchase decisions, and many will pay a premium for eco-friendly options. The good news is that sustainable packaging and cost optimization often align:<\/p>\n<ul>\n<li><strong>Recycled corrugate<\/strong> costs roughly the same as virgin cardboard but tests well with environmentally conscious customers<\/li>\n<li><strong>Paper mailers<\/strong> replacing plastic can reduce material costs by 10-15% while improving brand perception<\/li>\n<li><strong>Right-sized packaging<\/strong> reduces both cost and waste simultaneously\u2014it&#8217;s rare that a sustainability initiative and a cost-cutting initiative align this perfectly<\/li>\n<li><strong>Minimal branded tissue\/inserts<\/strong> instead of bulky dunnage can maintain unboxing experience while reducing weight and volume<\/li>\n<\/ul>\n<h2 id=\"reduce-returns\">Step 4: Reduce Returns to Cut Reverse Logistics Costs<\/h2>\n<p>Returns are one of the most overlooked levers when merchants try to optimize shipping costs ecommerce operations. The average ecommerce return rate sits at 16-20% in 2026, and each return typically costs $15-$25 when you account for return shipping, restocking, inspection, and potential markdown of the returned item.<\/p>\n<h3>Why Customers Return Products<\/h3>\n<p>The top reasons for returns are remarkably consistent across categories:<\/p>\n<ul>\n<li><strong>Product didn&#8217;t match the photos<\/strong> (the single largest driver in apparel, furniture, and home goods)<\/li>\n<li><strong>Wrong size or fit<\/strong> (especially common without accurate scale references in images)<\/li>\n<li><strong>Color or texture looked different in person<\/strong><\/li>\n<li><strong>Item appeared damaged in shipping<\/strong> (often due to inadequate packaging)<\/li>\n<li><strong>Changed their mind<\/strong> (unavoidable, but a smaller percentage than most merchants assume)<\/li>\n<\/ul>\n<p>Notice that three of the top four reasons are directly tied to product photography quality. This is where investing in better images pays for itself many times over. Using an <a href=\"\/free-tools\/background-remover\">AI background remover<\/a> to create clean, consistent product shots helps customers see true colors and shapes without distracting backgrounds skewing their perception. Combine that with an <a href=\"\/free-tools\/enhance-photo\">AI image upscaler<\/a> to ensure every photo is sharp and zoomable, and customers can inspect texture and detail before buying\u2014reducing the &#8220;it looked different in the picture&#8221; return category significantly.<\/p>\n<p>Stores that upgrade to professional-quality imagery, including <a href=\"\/ai-product-photos\">AI product photography<\/a> that shows items from multiple angles and in accurate lighting, commonly report return rate reductions of 15-25%. When you multiply that by an average return cost of $15-$25, the savings on a store processing 5,000 orders\/month can easily exceed $10,000 annually\u2014money that goes straight to your shipping optimization budget instead of reverse logistics.<\/p>\n<h3>Reducing Damage-Related Returns<\/h3>\n<p>Beyond photography, damage-related returns are a packaging and carrier issue. Improve void fill, use appropriately rated boxes for product weight, and audit which carriers have the highest damage claim rates on your specific product categories. Switching a fragile-item SKU from one carrier to another based on damage data alone can reduce related returns by 20-30%.<\/p>\n<h2 id=\"free-shipping-thresholds\">Step 5: Set Smart Free Shipping Thresholds<\/h2>\n<p>Free shipping is one of the most powerful conversion tools in ecommerce, but it can quietly destroy margins if set incorrectly. To optimize shipping costs ecommerce-wide, your free shipping threshold needs to be a calculated business decision, not a guess.<\/p>\n<h3>How to Calculate Your Optimal Threshold<\/h3>\n<ol>\n<li>Calculate your average order value (AOV)<\/li>\n<li>Set your free shipping threshold 15-30% above AOV (this increases average cart size while covering shipping costs from the margin gained)<\/li>\n<li>Model the math: if your average shipping cost is $8 and your average margin per item is $12, you need at least 1 extra item purchased to break even on the &#8220;free&#8221; shipping<\/li>\n<li>Test multiple thresholds using A\/B testing tools within Shopify (Shopify Scripts or third-party apps like Zipify)<\/li>\n<li>Review quarterly, especially after carrier rate changes or seasonal shifts in AOV<\/li>\n<\/ol>\n<p>Data from 2026 shows that stores offering free shipping above a calculated threshold see cart abandonment drop by 18-22% compared to stores with no free shipping offer, and average order values increase by 10-15% compared to stores offering free shipping unconditionally on all orders.<\/p>\n<h2 id=\"technology-automation\">Step 6: Use Technology and Automation to Optimize Shipping Costs Ecommerce-Wide<\/h2>\n<p>Manual rate shopping and carrier selection doesn&#8217;t scale. To truly optimize shipping costs ecommerce operations at volume, you need automated systems making real-time decisions on every order.<\/p>\n<h3>Multi-Carrier Shipping Software<\/h3>\n<p>Platforms like ShipStation, Shippo, EasyPost, and ShipBob&#8217;s own routing engine can automatically select the cheapest carrier and service level for each order based on rules you define\u2014weight, destination, delivery speed required, and current negotiated rates. This alone typically saves 10-18% versus manually choosing a single carrier for all orders.<\/p>\n<h3>Address Validation<\/h3>\n<p>Address correction fees ($16-22 each) and failed deliveries are almost entirely preventable with real-time address validation at checkout. Tools that flag incomplete or invalid addresses before the order ships can eliminate 90%+ of these fees.<\/p>\n<h3>Predictive Analytics for Inventory Placement<\/h3>\n<p>If you use multiple fulfillment centers or a 3PL network, positioning inventory closer to customer demand clusters reduces the average shipping zone (and therefore cost and transit time) for a large share of your orders. Stores using predictive placement across 2-3 warehouses instead of shipping everything from one location report average shipping cost reductions of 20-30% along with faster delivery times.<\/p>\n<h2 id=\"comparison-table\">Shipping Cost Optimization Strategies Compared<\/h2>\n<p>Not every tactic delivers the same return for the same amount of effort. Use this table to prioritize where to focus first when you optimize shipping costs ecommerce operations.<\/p>\n<table>\n<thead>\n<tr>\n<th>Strategy<\/th>\n<th>Typical Savings<\/th>\n<th>Implementation Effort<\/th>\n<th>Time to Results<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Carrier rate negotiation<\/td>\n<td>10-30%<\/td>\n<td>Medium<\/td>\n<td>1-3 months<\/td>\n<\/tr>\n<tr>\n<td>Packaging right-sizing<\/td>\n<td>15-25%<\/td>\n<td>Low-Medium<\/td>\n<td>2-6 weeks<\/td>\n<\/tr>\n<tr>\n<td>Multi-carrier automation<\/td>\n<td>10-18%<\/td>\n<td>Medium<\/td>\n<td>1-2 months<\/td>\n<\/tr>\n<tr>\n<td>Better product photography (reducing returns)<\/td>\n<td>15-25% on return-related costs<\/td>\n<td>Low<\/td>\n<td>2-4 weeks<\/td>\n<\/tr>\n<tr>\n<td>Address validation<\/td>\n<td>90%+ reduction in correction fees<\/td>\n<td>Low<\/p>\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":11,"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/posts\/930\/revisions"}],"predecessor-version":[{"id":2032,"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/posts\/930\/revisions\/2032"}],"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}]}}