{"id":848,"date":"2026-03-23T00:45:14","date_gmt":"2026-03-23T00:45:14","guid":{"rendered":"https:\/\/pixelpanda.ai\/blog\/2026\/03\/23\/how-to-make-ugc-ads-that-dont-look-like-ads-2\/"},"modified":"2026-10-19T13:48:09","modified_gmt":"2026-10-19T13:48:09","slug":"how-to-make-ugc-ads-that-dont-look-like-ads-2","status":"publish","type":"post","link":"https:\/\/pixelpanda.ai\/blog\/2026\/03\/23\/how-to-make-ugc-ads-that-dont-look-like-ads-2\/","title":{"rendered":"How to Make UGC Ads That Don&#8217;t Look Like Ads"},"content":{"rendered":"<h2 id=\"why-ugc-ads-outperform\">Why UGC Ads That Don&#8217;t Look Like Ads Outperform Traditional Advertising<\/h2>\n<p>User-generated content ads that blend seamlessly into social feeds convert at rates 4-5 times higher than traditional polished advertising. The reason is simple: people have developed sophisticated ad-blindness to anything that looks professionally produced. When scrolling through TikTok or Instagram, users instinctively skip content that triggers their &#8220;this is trying to sell me something&#8221; detector.<\/p>\n<p>Recent 2026 data from Stackla shows that 86% of consumers say user-generated content highly impacts their purchasing decisions, while only 9% say the same about branded content. The gap isn&#8217;t about quality\u2014it&#8217;s about perceived authenticity. A slightly shaky phone video of someone genuinely excited about a product outperforms a $50,000 commercial because it doesn&#8217;t trigger defensive skepticism.<\/p>\n<p>The most successful e-commerce brands have figured out that the goal isn&#8217;t to make ads that look amateur\u2014it&#8217;s to make ads that feel like genuine recommendations from real people. This distinction matters. A poorly made ad is just noise. An authentic-feeling ad that happens to be strategically crafted is persuasion at its most effective.<\/p>\n<p>Industry benchmarks for 2026 show authentic UGC ads achieving average click-through rates of 4.8% compared to 1.0% for traditional display ads. More importantly, the cost per acquisition for UGC that doesn&#8217;t look like advertising averages 72% lower than polished brand content across Meta, TikTok, and emerging platforms like BeReal and Lemon8.<\/p>\n<p>The challenge for brands is creating this authenticity at scale. Traditional methods involve hiring UGC creators, coordinating product shipments, managing revisions, and hoping the final content hits the right tone. The entire process can take weeks and cost hundreds of dollars per video. Smart brands are now supplementing this approach with AI tools like <a href=\"\/ai-product-photos\">AI product photography<\/a> and <a href=\"\/ai-headshots\">AI headshot generators<\/a> that can create authentic-looking UGC content in minutes rather than weeks.<\/p>\n<h3>The Economics of Authentic UGC<\/h3>\n<p>Consider the financial impact: a traditional UGC campaign might produce 10 videos for $3,000 over 4 weeks. An authentic-looking UGC approach using AI tools and strategic creators can produce 50 variations for the same budget in 2 days. The ability to test rapidly and iterate based on performance data creates a massive competitive advantage.<\/p>\n<p>Leading brands like Glossier, Warby Parker, and HelloFresh have built their entire growth strategies around scalable UGC creation. Glossier generates over 400 pieces of authentic UGC monthly by combining macro and micro-creator partnerships with AI-enhanced content creation workflows. This hybrid approach reduces content costs by 65% while increasing output volume by 300%.<\/p>\n<p>The ROI numbers are staggering when you break them down by platform. TikTok UGC campaigns that nail authenticity see average returns of $4.20 for every dollar spent, compared to $1.80 for traditional video ads. Instagram Reels authentic UGC averages $3.50 ROAS, while polished brand content struggles to break $2.00. These metrics explain why 73% of marketing budgets now allocate at least 40% of social spend to UGC creation and amplification.<\/p>\n<h3>Platform-Specific Performance Metrics<\/h3>\n<p>Different platforms reward authentic UGC in unique ways. TikTok&#8217;s algorithm heavily favors content that keeps users watching until completion, making authentic storytelling crucial for organic reach. Instagram Reels prioritizes engagement rate within the first hour, where authentic content consistently outperforms polished alternatives.<\/p>\n<p>YouTube Shorts shows the strongest correlation between authenticity markers (natural lighting, phone-quality audio, casual settings) and subscriber conversion rates. Channels using authentic UGC approaches see 78% higher subscriber growth compared to those using traditional branded content.<\/p>\n<p>Meta&#8217;s recent algorithm updates in 2026 have further emphasized authenticity signals. Content that exhibits natural speech patterns, authentic emotional responses, and real-world settings receives up to 40% more organic reach than professionally produced alternatives. Pinterest, traditionally focused on aesthetic content, has seen a 156% increase in engagement for authentic, lifestyle-focused UGC compared to highly stylized brand photography.<\/p>\n<p>Snapchat Spotlight has emerged as a major player in authentic UGC, with the platform&#8217;s 2026 algorithm heavily rewarding content that appears genuinely user-created. Brands achieving success on Snapchat see average engagement rates of 8.2% for authentic UGC compared to 2.1% for traditional ads. LinkedIn&#8217;s video feed has also shifted toward authentic content, with professional UGC outperforming corporate content by 145% in terms of lead generation.<\/p>\n<table border=\"1\" cellpadding=\"8\" cellspacing=\"0\">\n<thead>\n<tr>\n<th>Platform<\/th>\n<th>Authentic UGC Engagement Rate<\/th>\n<th>Traditional Ad Engagement Rate<\/th>\n<th>Average ROAS<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>TikTok<\/td>\n<td>9.1%<\/td>\n<td>1.8%<\/td>\n<td>$4.20<\/td>\n<\/tr>\n<tr>\n<td>Instagram Reels<\/td>\n<td>7.4%<\/td>\n<td>2.0%<\/td>\n<td>$3.50<\/td>\n<\/tr>\n<tr>\n<td>YouTube Shorts<\/td>\n<td>6.8%<\/td>\n<td>2.4%<\/td>\n<td>$3.10<\/td>\n<\/tr>\n<tr>\n<td>Snapchat Spotlight<\/td>\n<td>8.2%<\/td>\n<td>2.1%<\/td>\n<td>$2.90<\/td>\n<\/tr>\n<tr>\n<td>Pinterest<\/td>\n<td>5.6%<\/td>\n<td>2.2%<\/td>\n<td>$2.60<\/td>\n<\/tr>\n<tr>\n<td>LinkedIn Video<\/td>\n<td>4.9%<\/td>\n<td>2.0%<\/td>\n<td>$2.30<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>The Authenticity Arms Race<\/h3>\n<p>As more brands attempt to create authentic-looking UGC, platforms and consumers have become increasingly sophisticated at identifying manufactured content. TikTok&#8217;s updated community guidelines now specifically flag content that appears overly promotional, even if it mimics UGC formats. Instagram&#8217;s algorithm has been trained to recognize common UGC manipulation tactics like fake review formats and scripted &#8220;spontaneous&#8221; moments.<\/p>\n<p>This evolution has created what industry experts call the &#8220;authenticity arms race&#8221;\u2014the constant need to stay ahead of both algorithmic detection and consumer skepticism. Brands that invested early in genuine creator relationships and authentic content creation processes maintain significant advantages over those trying to catch up with manufactured authenticity.<\/p>\n<p>The sophistication level has reached a point where consumers can detect subtle cues like overly perfect product placement, unnatural lighting setups that appear spontaneous, and speaking patterns that sound rehearsed rather than conversational. Successful brands now invest in authenticity auditing\u2014reviewing content to identify elements that might trigger skepticism before publication.<\/p>\n<h2 id=\"psychology-behind-authentic-ugc\">The Psychology Behind Authentic UGC Content<\/h2>\n<p>Understanding why authentic UGC works requires diving into the psychological mechanisms at play. When people encounter polished advertising, they activate what researchers call &#8220;persuasion knowledge&#8221;\u2014a defensive cognitive process where they analyze the intent behind the message and discount its credibility accordingly.<\/p>\n<p>Authentic UGC bypasses this defense mechanism through several psychological principles:<\/p>\n<h3>Social Proof and Peer Influence<\/h3>\n<p>People trust recommendations from peers 94% more than branded messages. When UGC content looks like it came from someone&#8217;s friend rather than a marketing department, viewers process it through a different mental pathway. Instead of asking &#8220;what is this brand trying to make me believe?&#8221; they ask &#8220;what did this person experience?&#8221;<\/p>\n<p>This shift is crucial. The first question triggers analytical, skeptical thinking. The second triggers empathetic, experiential thinking. You want viewers imagining themselves having the same positive experience, not analyzing whether your claims are exaggerated.<\/p>\n<p>Neuroscience research from 2025 reveals that viewing authentic peer content activates the brain&#8217;s mirror neuron system\u2014the same neural pathways involved in empathy and emotional contagion. This biological response explains why authentic UGC creates stronger emotional connections than traditional advertising.<\/p>\n<p>The peer influence effect is amplified by what psychologists call &#8220;homophily&#8221;\u2014the tendency to connect with and trust people who seem similar to ourselves. Authentic UGC creators who share demographic, psychographic, or lifestyle similarities with viewers trigger stronger identification responses. This is why successful UGC campaigns often feature diverse creators representing different audience segments rather than relying on a single &#8220;perfect&#8221; spokesperson.<\/p>\n<h3>The Imperfection Heuristic<\/h3>\n<p>Our brains use shortcuts to determine authenticity. One powerful heuristic is that real people create imperfect content. A video with perfect lighting, professional color grading, and studio audio immediately signals &#8220;produced content.&#8221; A video with natural lighting, authentic audio, and genuine reactions signals &#8220;real person.&#8221;<\/p>\n<p>This doesn&#8217;t mean your content should be sloppy. It means strategic imperfection. A slight camera shake when someone picks up a product. Natural pauses while they think. Ambient background noise. These elements signal authenticity without sacrificing watchability.<\/p>\n<p>Research from the University of Pennsylvania&#8217;s Wharton School demonstrates that content with minor imperfections (slight audio variations, natural lighting inconsistencies) is perceived as 76% more trustworthy than technically perfect content when viewers are making purchase decisions.<\/p>\n<p>The key is understanding which imperfections enhance authenticity versus which ones detract from message clarity. Successful authentic UGC maintains high storytelling quality while incorporating natural human elements like verbal fillers (&#8220;um,&#8221; &#8220;like&#8221;), natural gestures, and spontaneous reactions that can&#8217;t be easily replicated in polished production.<\/p>\n<h3>Narrative Transportation Theory<\/h3>\n<p>When people get absorbed in a story, they temporarily suspend critical evaluation. Authentic UGC works because it feels like watching someone&#8217;s genuine experience unfold, not listening to a sales pitch. The viewer gets transported into the narrative: &#8220;I&#8217;m watching someone discover this product&#8221; rather than &#8220;I&#8217;m being sold to.&#8221;<\/p>\n<p>The most effective UGC ads structure content as mini-narratives: problem discovery, solution testing, genuine reaction. This structure keeps viewers engaged while naturally highlighting product benefits.<\/p>\n<p>Stanford&#8217;s latest research on narrative transportation shows that viewers who experience narrative transportation during UGC consumption are 89% more likely to make a purchase within 48 hours. The key is maintaining story momentum without obvious promotional interruptions that break the narrative spell.<\/p>\n<p>Successful narrative structures in UGC often follow the &#8220;day in the life&#8221; format, where product usage feels natural within the context of the creator&#8217;s routine. This format allows for multiple product touchpoints without feeling forced or promotional, as viewers follow along with genuine daily activities.<\/p>\n<h3>Cognitive Fluency and Processing Ease<\/h3>\n<p>Our brains prefer information that&#8217;s easy to process. Authentic UGC feels familiar and therefore cognitively fluent. When content matches the style and format viewers expect from their friends&#8217; posts, their brains process it more easily, leading to higher engagement and recall.<\/p>\n<p>This principle extends beyond visual elements to linguistic patterns. Authentic UGC uses conversational language, natural speech rhythms, and platform-specific slang that feels native to the viewer&#8217;s social media experience. Content that attempts to sound &#8220;on-brand&#8221; while mimicking casual speech often fails because it creates a jarring mismatch between visual authenticity cues and linguistic artificiality.<\/p>\n<h2 id=\"step-by-step-production-framework\">Step-by-Step Framework for Producing UGC Ads That Don&#8217;t Look Like Ads<\/h2>\n<p>Creating authentic-feeling UGC ads requires a deliberate process, even though the end result should feel spontaneous. Here&#8217;s the production framework that top-performing brands use in 2026, whether working with human creators, AI-assisted workflows, or a hybrid of both.<\/p>\n<h3>Step 1: Start With the Hook, Not the Product<\/h3>\n<p>The biggest mistake brands make is opening with the product. Authentic UGC almost never leads with &#8220;check out this amazing product.&#8221; Instead, it leads with a relatable moment, a problem, or a question that the viewer is already thinking about.<\/p>\n<p>Strong hooks for 2026 include pattern interrupts (&#8220;I was today years old when I found out&#8230;&#8221;), direct address (&#8220;If you have [specific problem], watch this&#8221;), and visual hooks where something slightly unusual happens on screen in the first 1.5 seconds. Platforms like TikTok and Instagram Reels show that videos retaining viewers past the 3-second mark have completion rates 5x higher than those that don&#8217;t.<\/p>\n<h3>Step 2: Write a Script That Sounds Unscripted<\/h3>\n<p>Paradoxically, the most &#8220;unscripted-sounding&#8221; UGC is often carefully scripted. The skill is in writing dialogue that mimics natural speech patterns: incomplete sentences, verbal pauses, mild self-corrections (&#8220;wait, let me start over\u2014okay so&#8230;&#8221;).<\/p>\n<p>A good practice is to write a bullet-point outline rather than a word-for-word script, then let the creator (human or AI-assisted) improvise within that structure. This preserves natural cadence while ensuring key selling points get covered.<\/p>\n<h3>Step 3: Film (or Generate) in Authentic Settings<\/h3>\n<p>Bathrooms, bedrooms, cars, and kitchens remain the top-performing settings for authentic UGC because they match where real customers actually use products. Studio backdrops and overly staged environments are immediate authenticity killers.<\/p>\n<p>For brands without access to creators or filming equipment, AI-generated UGC-style content has become a legitimate option in 2026. Tools that combine AI-generated backgrounds with real product shots\u2014like a <a href=\"\/free-tools\/background-remover\">background remover<\/a> to isolate product images before placing them into natural, lived-in environments\u2014allow small teams to produce convincing lifestyle content without a full production crew.<\/p>\n<h3>Step 4: Prioritize Audio Authenticity<\/h3>\n<p>Audio is the most overlooked authenticity signal. Studio-quality voiceovers instantly read as &#8220;ad.&#8221; Natural room tone, slight echo, and phone-mic quality audio all signal realness. If you&#8217;re using text-to-speech or AI voice tools for scaled production, choose models with natural pacing and avoid overly crisp, broadcast-quality voice settings.<\/p>\n<h3>Step 5: Keep Product Shots Native, Not Polished<\/h3>\n<p>When the product appears on screen, resist the urge to make it look like a catalog photo. Natural handheld shots, slight motion blur, and realistic lighting outperform perfectly lit product close-ups in UGC contexts. That said, when you do need clean product images for carousel ads or landing pages that accompany your UGC campaign, tools like an <a href=\"\/free-tools\/enhance-photo\">AI image upscaler<\/a> can sharpen low-resolution creator-submitted photos without making them look artificially staged.<\/p>\n<h3>Step 6: Edit With a Light Touch<\/h3>\n<p>Over-editing is the fastest way to destroy authenticity. Jump cuts should feel like natural trims, not slick transitions. Avoid excessive color grading, dramatic zoom effects, or overlaid graphics that scream &#8220;marketing team.&#8221; The best UGC editors in 2026 use minimal captions (often auto-generated, slightly imperfect styling) and avoid stock transition effects entirely.<\/p>\n<h3>Step 7: Test Multiple Creator Archetypes<\/h3>\n<p>Different audience segments respond to different creator personas. Running the same core message through 4-6 creator archetypes (the skeptic-turned-believer, the expert enthusiast, the busy parent, the budget-conscious shopper) lets you identify which authentic voice resonates with which audience segment before scaling spend.<\/p>\n<h2 id=\"ai-tools-for-scaling-ugc\">Using AI Tools to Scale Authentic UGC Production in 2026<\/h2>\n<p>The biggest shift in UGC production over the last two years has been the integration of AI tools into otherwise human-led workflows. Rather than replacing authentic creators, AI tools now handle the repetitive, technical parts of production so teams can focus on strategy and creative direction.<\/p>\n<h3>Generating Consistent Creator Visuals<\/h3>\n<p>Brands running UGC-style campaigns at scale often need consistent &#8220;spokesperson&#8221; visuals across dozens of ad variations without the cost of booking a creator for every single shoot. <a href=\"\/ai-headshots\">AI headshot generators<\/a> allow teams to create a diverse bank of realistic human faces and personas that can be paired with scripted testimonial-style content, particularly useful for A\/B testing which &#8220;creator type&#8221; resonates with a given audience before investing in a real creator partnership.<\/p>\n<h3>Producing Product Shots That Fit Native Environments<\/h3>\n<p>Authentic UGC requires product photography that doesn&#8217;t look like it came from a studio. Using an <a href=\"\/ai-product-photos\">AI product photography<\/a> tool, teams can generate product images placed in realistic home, outdoor, or lifestyle settings that match the context of a UGC video, then layer those images into ad carousels, dynamic creative testing, or static social posts that complement the video content.<\/p>\n<h3>Cleaning Up Creator-Submitted Content<\/h3>\n<p>When working with real UGC creators, submitted content often needs small technical fixes before it&#8217;s ad-ready: removing distracting backgrounds, improving low-light photo quality, or isolating a product for use in a different context. A <a href=\"\/free-tools\/background-remover\">background remover<\/a> tool handles background swaps in seconds, letting marketing teams repurpose one piece of creator content into multiple ad formats without requesting reshoots. Similarly, an <a href=\"\/free-tools\/enhance-photo\">AI image upscaler<\/a> can rescue blurry or low-resolution creator submissions, making them usable for paid placements that require higher image quality.<\/p>\n<h3>Where AI Should (and Shouldn&#8217;t) Be Used<\/h3>\n<p>The brands getting the best results in 2026 use AI for the technical and scaling layers of production\u2014image cleanup, visual consistency, rapid iteration\u2014while keeping the core narrative, dialogue, and emotional beats rooted in real human input, either from actual creators or from marketers who deeply understand their audience. Fully AI-generated &#8220;fake testimonials&#8221; without any human basis tend to perform worse and carry increasing platform and legal risk as disclosure requirements tighten in 2026.<\/p>\n<h2 id=\"common-mistakes\">Common Mistakes That Make UGC Ads Look Fake<\/h2>\n<p>Even well-intentioned UGC campaigns often fail because of a handful of recurring mistakes. Avoiding these is often more impactful than any single production technique.<\/p>\n<ul>\n<li><strong>Over-scripted dialogue:<\/strong> Lines that sound like they were written by a copywriter rather than spoken by a person. Phrases like &#8220;I was blown away by the quality&#8221; rarely occur in natural speech.<\/li>\n<li><strong>Studio lighting in &#8220;casual&#8221; settings:<\/strong> A bedroom video with three-point lighting setup instantly signals production value that contradicts the &#8220;just filming myself&#8221; premise.<\/li>\n<li><strong>Perfect product reveals:<\/strong> Product label perfectly facing camera, no fingerprints, no wear. Real products used by real people show real use.<\/li>\n<li><strong>Excessive on-screen text and graphics:<\/strong> Heavy branding overlays, logo watermarks, and animated call-to-action graphics are the fastest way to break the UGC illusion.<\/li>\n<li><strong>Ignoring platform-native editing styles:<\/strong> Using YouTube-style editing on TikTok, or vice versa, creates a subtle mismatch that platform-savvy users notice immediately.<\/li>\n<li><strong>Disclosure done poorly:<\/strong> Hiding or awkwardly inserting &#8220;#ad&#8221; disclosures breaks trust faster than the ad being polished in the first place. Transparent, natural disclosure actually builds credibility when done well.<\/li>\n<\/ul>\n<h2 id=\"comparison-approaches\">Comparing UGC Production Approaches in 2026<\/h2>\n<p>Brands today have more options than ever for producing authentic-feeling UGC. The table below compares the main approaches by cost, speed, and authenticity perception.<\/p>\n<table border=\"1\" cellpadding=\"8\" cellspacing=\"0\">\n<thead>\n<tr>\n<th>Approach<\/th>\n<th>Avg Cost Per Asset<\/th>\n<th>Turnaround Time<\/th>\n<th>Perceived Authenticity<\/th>\n<th>Best Use Case<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Hired UGC creators (marketplace)<\/td>\n<td>$150\u2013$400<\/td>\n<td>1\u20133 weeks<\/td>\n<td>Very High<\/td>\n<td>Hero ads, long-term brand partnerships<\/td>\n<\/tr>\n<tr>\n<td>In-house employee UGC<\/td>\n<td>$0\u2013$50<\/td>\n<td>1\u20133 days<\/td>\n<td>High<\/td>\n<td>Behind-the-scenes, company culture content<\/td>\n<\/tr>\n<tr>\n<td>AI-assisted hybrid production<\/td>\n<td>$20\u2013$80<\/td>\n<td>Hours\u20132 days<\/td>\n<td>High (when done well)<\/td>\n<td>Rapid testing, scaling winning concepts<\/td>\n<\/tr>\n<tr>\n<td>Fully AI-generated content<\/td>\n<td>$5\u2013$30<\/td>\n<td>Minutes\u2013Hours<\/td>\n<td>Medium<\/td>\n<td>Early concept testing, static ad variations<\/td>\n<\/tr>\n<tr>\n<td>Traditional produced ads<\/td>\n<td>$2,000+<\/td>\n<td>2\u20136 weeks<\/td>\n<td>Low<\/td>\n<td>Brand awareness, TV\/OTT placements<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 id=\"measuring-success\">Measuring Whether Your UGC Ads Are Actually Working<\/h2>\n<p>Authenticity is a means to an end: performance. Brands should track a specific set of metrics to determine whether their &#8220;doesn&#8217;t look like an ad&#8221; strategy is translating into results.<\/p>\n<ul>\n<li><strong>Hook rate (3-second view rate):<\/strong> The percentage of viewers who watch past the first 3 seconds. Authentic UGC should see h<br \/>\n","protected":false},"excerpt":{"rendered":"<p>Why UGC Ads That Don&#8217;t Look Like Ads Outperform Traditional Advertising User-generated content ads that blend seamlessly into social feeds convert at rates 4-5 times higher than traditional polished advertising. The reason is simple: people have developed sophisticated ad-blindness to anything that looks professionally produced. When scrolling through TikTok or Instagram, users instinctively skip content [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","footnotes":""},"categories":[208],"tags":[],"class_list":["post-848","post","type-post","status-publish","format-standard","hentry","category-e-commerce-optimization"],"_links":{"self":[{"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/posts\/848","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=848"}],"version-history":[{"count":20,"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/posts\/848\/revisions"}],"predecessor-version":[{"id":2941,"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/posts\/848\/revisions\/2941"}],"wp:attachment":[{"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/media?parent=848"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/categories?post=848"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pixelpanda.ai\/blog\/wp-json\/wp\/v2\/tags?post=848"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}