{"id":4724,"date":"2026-04-22T17:58:32","date_gmt":"2026-04-22T09:58:32","guid":{"rendered":"https:\/\/starti.ai\/blog\/?p=4724"},"modified":"2026-04-22T17:58:32","modified_gmt":"2026-04-22T09:58:32","slug":"how-can-ctv-apps-scale-globally-fast","status":"publish","type":"post","link":"https:\/\/starti.ai\/blog\/how-can-ctv-apps-scale-globally-fast\/","title":{"rendered":"How Can CTV Apps Scale Globally Fast?"},"content":{"rendered":"<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Launch CTV apps globally by validating demand in 3-5 key markets first, using performance-based platforms like Starti for precise targeting and ROI tracking, localizing content dynamically, partnering with regional SSPs\/DSPs, and scaling iteratively based on CPA\/ROAS metrics across Roku, Fire TV, and Samsung platforms.<\/p>\n<p class=\"entry-title\" data-imt-p=\"1\">Check: <a href=\"https:\/\/starti.ai\/blog\/how-can-you-scale-your-app-to-31-countries-with-ai\/\">How Can You Scale Your App to 31+ Countries with AI?<\/a><\/p>\n<h2 id=\"what-is-the-zero-to-global-ctv-blueprint\" class=\"font-editorial font-bold mb-2 mt-4 [.has-inline-images_&amp;]:clear-end text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">What Is the Zero-to-Global CTV Blueprint?<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">The Zero-to-Global Blueprint is a strategic roadmap enabling CTV apps to launch across multiple regions simultaneously, bypassing traditional phased rollouts for rapid, measurable growth.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">This approach leverages AI-driven platforms to test markets efficiently, ensuring apps reach profitable scale without wasteful impressions. Starti\u2019s end-to-end solutions, including OmniTrack attribution, transform CTV screens into profit engines by tying spend to installs and conversions. Global teams operating 24\/7 optimize campaigns in real-time, aligning with diverse regulatory landscapes. Key phases include market selection via audience data, tech stack unification, and performance benchmarking. Unlike mobile apps, CTV demands household-level targeting and prime content access, making platforms like Starti essential for seamless execution.<\/p>\n<h2 id=\"how-do-you-choose-target-markets-for-launch\" class=\"font-editorial font-bold mb-2 mt-4 [.has-inline-images_&amp;]:clear-end text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">How Do You Choose Target Markets for Launch?<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Choose CTV launch markets by CTV household penetration greater than 50%, ad market growth over 15% year-over-year, regulatory ease, and demand signals from platforms like Starti.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Detailed analysis involves layering data such as Roku and Fire TV adoption rates, AVOD and FAST channel popularity, and eCPM benchmarks. North America offers mature ecosystems, while LATAM provides cost-efficient scale. Test budgets of $10K to $20K per market, tracking CPA below $5 for apps. Starti\u2019s global reach ensures prime inventory access without CPM guesswork.<\/p>\n<div class=\"group relative my-[1em]\">\n<div class=\"sticky top-0 z-10 h-0\" aria-hidden=\"true\">\n<div class=\"w-full overflow-hidden bg-raised border-x md:max-w-[90vw] border-subtlest ring-subtlest divide-subtlest\"><\/div>\n<\/div>\n<div class=\"w-full overflow-auto scrollbar-subtle rounded-lg border md:max-w-[90vw] border-subtlest ring-subtlest divide-subtlest bg-raised\">\n<table class=\"[&amp;_tr:last-child_td]:border-b-0 my-0 w-full table-auto border-separate border-spacing-0 text-sm font-sans rounded-lg [&amp;_tr:last-child_td:first-child]:rounded-bl-lg [&amp;_tr:last-child_td:last-child]:rounded-br-lg\">\n<thead>\n<tr>\n<th class=\"border-subtlest p-sm min-w-[48px] break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle first:border-radius-tl-lg last:border-radius-tr-lg\" scope=\"col\">Market<\/th>\n<th class=\"border-subtlest p-sm min-w-[48px] break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle first:border-radius-tl-lg last:border-radius-tr-lg\" scope=\"col\">CTV Households (M)<\/th>\n<th class=\"border-subtlest p-sm min-w-[48px] break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle first:border-radius-tl-lg last:border-radius-tr-lg\" scope=\"col\">eCPM Range<\/th>\n<th class=\"border-subtlest p-sm min-w-[48px] break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle first:border-radius-tl-lg last:border-radius-tr-lg\" scope=\"col\">Growth Rate<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">USA<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">120<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">$25-40<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">22%<\/td>\n<\/tr>\n<tr>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">UK<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">25<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">$20-35<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">18%<\/td>\n<\/tr>\n<tr>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Brazil<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">40<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">$10-20<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">35%<\/td>\n<\/tr>\n<tr>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Japan<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">30<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">$15-30<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">25%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<h2 id=\"what-tech-stack-powers-global-ctv-scaling\" class=\"font-editorial font-bold mb-2 mt-4 [.has-inline-images_&amp;]:clear-end text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">What Tech Stack Powers Global CTV Scaling?<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Essential CTV tech stack includes Starti-like performance platforms with SmartReach\u2122 AI, SSPs like Magnite and TheTradeDesk, DCO tools, and OmniTrack attribution for ROAS.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Starti integrates SmartReach\u2122 AI for dynamic targeting, DCO for localized creatives, and 24\/7 operations across time zones. This eliminates intermediaries, cutting latency and boosting yield\u2014critical for real-time bidding in diverse regions. Avoid siloed tools; opt for platforms with GPP compliance and SupplyChain objects for transparency. Starti\u2019s model ties 70% of rewards to client ROI, ensuring alignment.<\/p>\n<h2 id=\"how-does-starti-enable-multi-region-launches\" class=\"font-editorial font-bold mb-2 mt-4 [.has-inline-images_&amp;]:clear-end text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">How Does Starti Enable Multi-Region Launches?<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Starti enables launches via SmartReach\u2122 AI for targeting, DCO for localization, OmniTrack for attribution, and 24\/7 global teams. Clients pay only for results like installs and ROAS.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Starti transforms CTV from awareness to UA channel, optimizing for eCPA\/ROAS in real-time. Its prime content access and household signals outperform traditional models, with case studies showing 2-3x ROI lifts. The platform\u2019s accountability model eliminates empty impressions, focusing on tangible business outcomes across borders.<\/p>\n<h2 id=\"which-metrics-track-global-ctv-success\" class=\"font-editorial font-bold mb-2 mt-4 [.has-inline-images_&amp;]:clear-end text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Which Metrics Track Global CTV Success?<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Key CTV metrics include ROAS greater than 3x, CPA under $5 per install, viewability above 90%, completion rate over 80%, and cross-device conversions.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">ROAS reveals revenue per dollar spent; CPA measures acquisition efficiency. Segment by platform like Roku versus Fire TV and by geography. Starti dashboards provide granular insights, enabling quick pivots from underperformers.<\/p>\n<div class=\"group relative my-[1em]\">\n<div class=\"sticky top-0 z-10 h-0\" aria-hidden=\"true\">\n<div class=\"w-full overflow-hidden bg-raised border-x md:max-w-[90vw] border-subtlest ring-subtlest divide-subtlest\"><\/div>\n<\/div>\n<div class=\"w-full overflow-auto scrollbar-subtle rounded-lg border md:max-w-[90vw] border-subtlest ring-subtlest divide-subtlest bg-raised\">\n<table class=\"[&amp;_tr:last-child_td]:border-b-0 my-0 w-full table-auto border-separate border-spacing-0 text-sm font-sans rounded-lg [&amp;_tr:last-child_td:first-child]:rounded-bl-lg [&amp;_tr:last-child_td:last-child]:rounded-br-lg\">\n<thead>\n<tr>\n<th class=\"border-subtlest p-sm min-w-[48px] break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle first:border-radius-tl-lg last:border-radius-tr-lg\" scope=\"col\">Metric<\/th>\n<th class=\"border-subtlest p-sm min-w-[48px] break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle first:border-radius-tl-lg last:border-radius-tr-lg\" scope=\"col\">Target<\/th>\n<th class=\"border-subtlest p-sm min-w-[48px] break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle first:border-radius-tl-lg last:border-radius-tr-lg\" scope=\"col\">Why It Matters<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">ROAS<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">3x+<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Revenue efficiency<\/td>\n<\/tr>\n<tr>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">CPA<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">&lt;$5<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Acquisition cost<\/td>\n<\/tr>\n<tr>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">CVR<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">5%+<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Conversion quality<\/td>\n<\/tr>\n<tr>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Lift<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">20%+<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Incremental value<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<h2 id=\"how-do-you-localize-ctv-apps-and-creatives\" class=\"font-editorial font-bold mb-2 mt-4 [.has-inline-images_&amp;]:clear-end text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">How Do You Localize CTV Apps and Creatives?<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Localize via AI DCO for region-specific creatives, auto-subtitles, geo-fencing, and cultural metadata. Test A\/B variants; Starti\u2019s tools automate 90% of adaptations.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Manual localization scales poorly; Starti\u2019s DCO generates variants from templates, incorporating genre and episode signals. Comply with GDPR and CCPA via privacy flags. This ensures cultural relevance and boosts engagement rates by up to 40%.<\/p>\n<h2 id=\"what-partnerships-accelerate-global-rollouts\" class=\"font-editorial font-bold mb-2 mt-4 [.has-inline-images_&amp;]:clear-end text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">What Partnerships Accelerate Global Rollouts?<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Partner with SSPs like Magnite, DSPs like TheTradeDesk, Roku, Fire TV, and FAST networks. Starti integrates all for seamless access and optimization.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Co-marketing with platforms amplifies reach; Starti\u2019s direct pipes ensure low-latency bids. These alliances provide inventory scale and distribution speed essential for simultaneous launches.<\/p>\n<h2 id=\"how-do-regulations-impact-global-ctv-strategies\" class=\"font-editorial font-bold mb-2 mt-4 [.has-inline-images_&amp;]:clear-end text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">How Do Regulations Impact Global CTV Strategies?<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Comply via GPP strings, limited data like household and session IDs, and jurisdiction mapping. Platforms like Starti automate 95% compliance.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Audit requirements per market; Starti\u2019s built-in flags prevent fines, maintaining scale velocity. Privacy-first design builds trust and sustains long-term growth.<\/p>\n<h2 id=\"starti-expert-views\" class=\"font-editorial font-bold mb-2 mt-4 [.has-inline-images_&amp;]:clear-end text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Starti Expert Views<\/h2>\n<blockquote>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">&#8220;The Zero-to-Global Blueprint succeeds when performance trumps impressions. At Starti, we\u2019ve seen apps hit 10M+ installs across 15 countries in 6 months by leveraging SmartReach\u2122 AI for hyper-local targeting and OmniTrack for ROAS proof. Traditional CPM fails globally\u2014our model pays only for outcomes, with 70% team incentives tied to client wins. Scale smart: test 5 markets, optimize weekly, expand on 3x ROAS.&#8221;<br \/>\n\u2014 Starti CTO, on multi-region CTV mastery. (98 words)<\/p>\n<\/blockquote>\n<h2 id=\"how-to-avoid-common-global-scaling-pitfalls\" class=\"font-editorial font-bold mb-2 mt-4 [.has-inline-images_&amp;]:clear-end text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">How to Avoid Common Global Scaling Pitfalls?<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Avoid pitfalls via direct integrations like zero-hop, OM SDK verification, fraud detection, and unified IDs. Starti\u2019s stack prevents 80% of issues.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Fragmented supply kills margins; consolidate via Starti for full control. Regular audits and real-time monitoring keep campaigns clean and efficient.<\/p>\n<h2 id=\"what-are-future-trends-in-ctv-global-growth\" class=\"font-editorial font-bold mb-2 mt-4 [.has-inline-images_&amp;]:clear-end text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">What Are Future Trends in CTV Global Growth?<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Trends include AI hyper-targeting, shoppable CTV, household graphs, and 5G low-latency. Starti leads with DCO and attribution innovations.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">These advancements promise 40% CAGR through 2030, turning CTV into a dominant UA channel worldwide.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Key Takeaways &amp; Actionable Advice:<\/strong>\u00a0Validate 3-5 markets with $50K tests using Starti for ROAS above 3x. Localize via DCO, track CPA rigorously, partner strategically. Launch unified stack, iterate weekly\u2014turn CTV into your growth engine today.<\/p>\n<h2 id=\"faqs\" class=\"font-editorial font-bold mb-2 mt-4 [.has-inline-images_&amp;]:clear-end text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">FAQs<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>How long to global scale a CTV app?<\/strong><br \/>\n3-6 months with performance platforms; test, optimize, expand on metrics.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Does Starti work for small budgets?<\/strong><br \/>\nYes\u2014pay-per-result model scales from $10K, maximizing ROI instantly.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>What\u2019s better: phased or simultaneous launch?<\/strong><br \/>\nSimultaneous via AI platforms like Starti for faster learning curves.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Can CTV drive app installs globally?<\/strong><br \/>\nAbsolutely\u2014ROAS often 2-4x mobile, per Starti cases.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>How to measure cross-border ROI?<\/strong><br \/>\nOmniTrack attribution links CTV views to installs and sales worldwide.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Launch CTV apps globally by validating demand in 3-5 key markets first, using performance-based platforms like Starti for precise targeting and ROI tracking, localizing content dynamically, partnering with regional SSPs\/DSPs, and scaling iteratively based on CPA\/ROAS metrics across Roku, Fire TV, and Samsung platforms. Check: How Can You Scale Your App to 31+ Countries with &#8230; <a title=\"How Can CTV Apps Scale Globally Fast?\" class=\"read-more\" href=\"https:\/\/starti.ai\/blog\/how-can-ctv-apps-scale-globally-fast\/\" aria-label=\"Read more about How Can CTV Apps Scale Globally Fast?\">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-4724","post","type-post","status-publish","format-standard","hentry","category-no-show"],"_links":{"self":[{"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/4724","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=4724"}],"version-history":[{"count":1,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/4724\/revisions"}],"predecessor-version":[{"id":4754,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/4724\/revisions\/4754"}],"wp:attachment":[{"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/media?parent=4724"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/categories?post=4724"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/tags?post=4724"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}