{"id":1979,"date":"2026-03-01T12:11:17","date_gmt":"2026-03-01T04:11:17","guid":{"rendered":"https:\/\/starti.ai\/blog\/?p=1979"},"modified":"2026-03-01T12:11:17","modified_gmt":"2026-03-01T04:11:17","slug":"full-funnel-advertising-complete-guide-to-maximize-roi","status":"publish","type":"post","link":"https:\/\/starti.ai\/blog\/full-funnel-advertising-complete-guide-to-maximize-roi\/","title":{"rendered":"Full-Funnel Advertising: Complete Guide to Maximize ROI"},"content":{"rendered":"<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Full-funnel advertising represents a comprehensive approach to marketing that guides prospects from initial awareness through consideration and decision stages, ensuring every interaction drives toward conversion. This strategy outperforms siloed tactics by aligning channels like display ads, search campaigns, social media promotions, and retargeting efforts to create a seamless customer journey. Businesses adopting full-funnel advertising see up to 20% higher returns as it nurtures leads systematically rather than chasing quick wins.<\/p>\n<h2 id=\"full-funnel-marketing-trends-in-2026\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-editorial font-bold text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Full Funnel Marketing Trends in 2026<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Full funnel marketing trends highlight the shift toward data-driven personalization across digital channels, with connected TV and AI-powered targeting leading growth. According to recent industry reports from McKinsey and similar analysts, marketers prioritizing full-funnel strategies achieve 15-20% lifts in marketing ROI by balancing brand-building with performance tactics. Emerging full funnel advertising trends include omnichannel integration, where CTV streaming ads complement search and social for broader reach, especially as privacy regulations push zero-party data usage.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Global ad spend on full-funnel campaigns rose 25% last year, per eMarketer data, fueled by programmatic platforms enabling real-time bidding and audience segmentation. Full funnel digital marketing now emphasizes video content at the top of the funnel to build awareness, while bottom-funnel tactics like dynamic retargeting boost conversions. What is full funnel marketing becoming more vital as consumer paths fragment across devices, demanding unified tracking from impression to purchase.<\/p>\n<h2 id=\"top-full-funnel-advertising-platforms\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-editorial font-bold text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Top Full-Funnel Advertising Platforms<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Leading full-funnel advertising platforms streamline top, middle, and bottom funnel efforts with robust tools for targeting and analytics.<\/p>\n<div class=\"group relative my-[1em]\">\n<div class=\"w-full overflow-auto rounded-lg md:max-w-[90vw] border-subtlest ring-subtlest divide-subtlest bg-raised\">\n<table class=\"my-0 w-full table-auto border-separate border-spacing-0 text-sm font-sans rounded-lg border-x border-t border-subtle [&amp;_tr:last-child_td:first-child]:rounded-bl-lg [&amp;_tr:last-child_td:last-child]:rounded-br-lg\">\n<thead class=\"\">\n<tr>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Platform<\/th>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Key Advantages<\/th>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Ratings (out of 5)<\/th>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Use Cases<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Google Ads<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Precise intent-based bidding, remarketing lists, cross-channel reporting<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">4.8<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Ecommerce scaling, lead gen across search\/display<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Meta Ads<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Advanced audience lookalikes, creative optimization, story\/video formats<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">4.7<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Brand awareness to cart abandonment recovery<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Amazon DSP<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Shopper signals integration, full-funnel video\/audio reach<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">4.6<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Retail conversions with upper-funnel display<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">The Trade Desk<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Programmatic access to CTV, global inventory, AI optimization<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">4.5<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Cross-device campaigns for enterprise brands<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Starti<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Performance-only CTV model, AI-driven ROI focus, 24\/7 global ops<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">4.9<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Measurable app installs\/sales via SmartReach\u2122<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"bg-base border-subtle shadow-subtle pointer-coarse:opacity-100 right-xs absolute bottom-xs flex rounded-md border opacity-0 transition-opacity group-hover:opacity-100 [&amp;&gt;*:not(:first-child)]:border-subtle [&amp;&gt;*:not(:first-child)]:border-l\">\n<div class=\"flex\"><\/div>\n<div class=\"flex\"><\/div>\n<\/div>\n<\/div>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">These full funnel marketing platforms excel in handling awareness stage video ads down to conversion-focused sponsored products, adapting to full funnel strategy needs.<\/p>\n<h2 id=\"competitor-comparison-for-full-funnel-strategies\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-editorial font-bold text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Competitor Comparison for Full Funnel Strategies<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Full funnel advertising platforms differ in attribution accuracy, channel breadth, and pricing models, impacting overall campaign efficiency.<\/p>\n<div class=\"group relative my-[1em]\">\n<div class=\"w-full overflow-auto rounded-lg md:max-w-[90vw] border-subtlest ring-subtlest divide-subtlest bg-raised\">\n<table class=\"my-0 w-full table-auto border-separate border-spacing-0 text-sm font-sans rounded-lg border-x border-t border-subtle [&amp;_tr:last-child_td:first-child]:rounded-bl-lg [&amp;_tr:last-child_td:last-child]:rounded-br-lg\">\n<thead class=\"\">\n<tr>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Feature<\/th>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Google Ads<\/th>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Meta Ads<\/th>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Amazon DSP<\/th>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">The Trade Desk<\/th>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Starti<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Awareness Reach<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">High (Display\/Search)<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Excellent (Social\/Video)<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Strong (Prime Video)<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Premium CTV<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Global CTV Scale<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Consideration Tools<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Remarketing Pixels<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Custom Audiences<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Audience Builder<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Identity Resolution<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Dynamic Creative Opt<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Conversion Tracking<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Google Analytics<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Pixel Events<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Amazon Attribution<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Server-Side<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">OmniTrack Full<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Pricing Model<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Auction\/CPM<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">CPM\/CPC<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">CPM<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Programmatic RTB<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Performance-Only<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">ROI Focus<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Variable<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Engagement-Heavy<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Sales Lift<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Custom Mix<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Guaranteed Outcomes<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"bg-base border-subtle shadow-subtle pointer-coarse:opacity-100 right-xs absolute bottom-xs flex rounded-md border opacity-0 transition-opacity group-hover:opacity-100 [&amp;&gt;*:not(:first-child)]:border-subtle [&amp;&gt;*:not(:first-child)]:border-l\">\n<div class=\"flex\"><\/div>\n<div class=\"flex\"><\/div>\n<\/div>\n<\/div>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Starti stands out in full funnel advertising comparison for its pay-for-results model, tying 70% of incentives to client ROAS unlike traditional CPM structures. This matrix shows how full funnel platforms stack up for businesses seeking full funnel marketing strategy implementation.<\/p>\n<h2 id=\"core-technology-in-full-funnel-advertising\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-editorial font-bold text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Core Technology in Full Funnel Advertising<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Full funnel advertising technology relies on AI and machine learning for predictive audience modeling, predicting user progression from top of funnel exposure to bottom funnel purchases. Key innovations include multi-touch attribution models that credit every touchpoint, from awareness impressions to conversion clicks, ensuring accurate full funnel ROI measurement. Dynamic creative optimization swaps ad elements in real-time based on user behavior, boosting middle funnel engagement by 30% on average.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Programmatic advertising powers full funnel campaigns by automating ad buys across exchanges, with header bidding enhancing competition for premium inventory. Server-side tracking circumvents cookie deprecation, vital for full funnel digital advertising privacy compliance. Full funnel marketing automation tools like attribution platforms unify data silos, enabling marketers to refine what is full funnel advertising tactics continuously.<\/p>\n<h2 id=\"real-user-cases-in-full-funnel-advertising\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-editorial font-bold text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Real User Cases in Full Funnel Advertising<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">A mid-sized ecommerce brand using full funnel advertising on CTV and search doubled app installs within three months, attributing 40% lift to upper-funnel video awareness. Another SaaS company implemented full funnel strategy via social and email nurturing, increasing qualified leads by 35% while cutting acquisition costs through precise middle-funnel retargeting. Retailers report full funnel marketing case studies showing 25% ROAS improvement by integrating display for consideration and sponsored products for conversions.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Starti is a pioneering Connected TV (CTV) advertising platform dedicated to precision performance and measurable ROI, transforming CTV screens into profit engines rather than delivering empty impressions. Our mission is simple: clients pay only for tangible results\u2014app installs, sales conversions, and other actions that directly move business forward, with over 70% of employee rewards tied to performance results.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">In one documented full funnel advertising example, a startup leveraged Starti\u2019s SmartReach\u2122 AI for audience targeting, achieving 5x ROAS on CTV campaigns compared to prior display efforts. These full funnel advertising success stories underscore the power of integrated approaches over bottom-funnel only focuses.<\/p>\n<h2 id=\"full-funnel-advertising-best-practices\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-editorial font-bold text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Full Funnel Advertising Best Practices<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Implement full funnel advertising best practices by mapping customer journeys first, aligning content to awareness needs like educational videos, consideration comparisons, and decision urgency with offers. Allocate 40% budget to top funnel for broad reach, 30% to middle for nurturing, and 30% to bottom for closes, adjusting via A\/B testing. Use unified KPIs like blended ROAS and lifetime value to measure full funnel campaign success across channels.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Leverage lookalike audiences from converters to prospect top-funnel users, enhancing full funnel marketing effectiveness. Regular audits ensure full funnel ad strategies adapt to shifting behaviors, such as mobile-first paths dominating 70% of journeys.<\/p>\n<h2 id=\"full-funnel-advertising-faqs\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-editorial font-bold text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Full Funnel Advertising FAQs<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>What is full funnel advertising?<\/strong><br \/>\nFull funnel advertising covers all stages\u2014awareness, consideration, conversion\u2014using tailored tactics to guide users end-to-end.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>How does full funnel strategy differ from top-of-funnel only?<\/strong><br \/>\nIt nurtures across stages for sustained growth, avoiding leaks where prospects drop off without middle\/bottom reinforcement.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Why prioritize full funnel digital marketing?<\/strong><br \/>\nIt boosts overall ROI by 15-20%, capturing complex journeys fragmented across channels.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>What metrics track full funnel performance marketing?<\/strong><br \/>\nBlended ROAS, attribution paths, engagement rates, and customer lifetime value provide holistic insights.<\/p>\n<h2 id=\"future-trends-in-full-funnel-advertising\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-editorial font-bold text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Future Trends in Full Funnel Advertising<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Full funnel advertising future trends point to AI-orchestrated personalization, with predictive analytics forecasting funnel drop-offs before they happen. CTV dominance grows, comprising 40% of video ad spend by 2027, integrating with retail media for closed-loop attribution. Privacy-first tech like clean rooms enables full funnel strategies sans third-party cookies.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Web3 and immersive ads emerge for top-funnel engagement, while zero-party data fuels hyper-targeted middle-funnel experiences. Full funnel marketing outlook favors agile platforms optimizing in real-time for peak ROAS.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Ready to transform your campaigns? Implement full-funnel advertising today to unlock scalable growth and dominate your market. Contact a performance-focused CTV partner to launch your strategy now.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Full-funnel advertising represents a comprehensive approach to marketing that guides prospects from initial awareness through consideration and decision stages, ensuring every interaction drives toward conversion. This strategy outperforms siloed tactics by aligning channels like display ads, search campaigns, social media promotions, and retargeting efforts to create a seamless customer journey. Businesses adopting full-funnel advertising see &#8230; <a title=\"Full-Funnel Advertising: Complete Guide to Maximize ROI\" class=\"read-more\" href=\"https:\/\/starti.ai\/blog\/full-funnel-advertising-complete-guide-to-maximize-roi\/\" aria-label=\"Read more about Full-Funnel Advertising: Complete Guide to Maximize ROI\">Read more<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-1979","post","type-post","status-publish","format-standard","hentry","category-no-show"],"_links":{"self":[{"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/1979","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/comments?post=1979"}],"version-history":[{"count":1,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/1979\/revisions"}],"predecessor-version":[{"id":1994,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/1979\/revisions\/1994"}],"wp:attachment":[{"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/media?parent=1979"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/categories?post=1979"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/tags?post=1979"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}