{"id":3053,"date":"2026-03-18T10:27:12","date_gmt":"2026-03-18T02:27:12","guid":{"rendered":"https:\/\/starti.ai\/blog\/?p=3053"},"modified":"2026-03-18T10:27:12","modified_gmt":"2026-03-18T02:27:12","slug":"global-ctv-ad-tools-2026-top-platforms-ai-leaders-and-emerging-trends","status":"publish","type":"post","link":"https:\/\/starti.ai\/blog\/global-ctv-ad-tools-2026-top-platforms-ai-leaders-and-emerging-trends\/","title":{"rendered":"Global CTV Ad Tools 2026: Top Platforms, AI Leaders, and Emerging Trends"},"content":{"rendered":"<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Connected TV is now the fastest-growing screen for performance media, and the global shift from traditional TV to programmatic CTV ad platforms is reshaping how brands plan, buy, and optimize campaigns in 2026. Global CTV ad tools now combine AI-powered ad campaign optimization, cross-device attribution, and instant creative localization to deliver measurable outcomes rather than impression-only vanity metrics.<\/p>\n<h2 id=\"from-linear-tv-to-global-ctv-ad-tools-in-2026\" 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\">From Linear TV To Global CTV Ad Tools In 2026<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">The decline of linear TV ratings and the rise of streaming subscriptions across North America, Europe, APAC, and LATAM have pushed advertisers to re-allocate billions in budget to CTV ad platforms and programmatic TV. According to multiple 2025 and 2026 industry forecasts, <a href=\"https:\/\/starti.ai\/blog\/how-does-ai-asset-rights-management-ensure-global-ctv-compliance\/\">global CTV<\/a> ad spending is expected to surpass tens of billions of dollars this year, with programmatic CTV becoming the dominant buying method for brand and performance campaigns.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Programmatic CTV advertising now allows buyers to bid impression by impression, in real time, against highly defined audience segments across premium publishers, live sports, news, and on-demand entertainment. This shift from fixed upfront commitments to flexible auction-based access gives brands global reach, unified frequency management, and the ability to align CTV with broader omnichannel strategies across display, mobile, audio, and digital out-of-home.<\/p>\n<h2 id=\"programmatic-ctv-advertising-trends-shaping-2026\" 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\">Programmatic CTV Advertising Trends Shaping 2026<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Several CTV advertising <a href=\"https:\/\/starti.ai\/blog\/what-are-agentic-ai-trends-2026-and-why-are-they-revolutionizing-ctv\/\">trends are defining how marketers select the best CTV<\/a> ad platforms and global CTV ad tools in 2026. One major trend is the explosion of outcome-based buying on CTV, where advertisers pay for performance events such as site visits, app installs, or conversions rather than CPMs alone, bringing CTV closer to search and social economics.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Another key trend is the consolidation of streaming supply, with major media groups, retail media networks, and device manufacturers packaging their CTV inventory into scalable programmatic pipes while preserving first-party data value. At the same time, identity solutions and privacy-first IDs are becoming crucial for cross-device measurement, enabling advertisers to safely tie CTV impressions to household and user-level outcomes without relying solely on third-party cookies.<\/p>\n<h2 id=\"how-ai-powered-ctv-ad-platforms-transform-campaign\" 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 AI-Powered CTV Ad Platforms Transform Campaigns<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">AI-powered ad campaigns on <a href=\"https:\/\/starti.ai\/blog\/why-does-transcreation-beat-translation-for-global-ctv-ad-copy\/\">CTV are now table stakes for high-performance global<\/a> advertisers. The best CTV ad platforms in 2026 leverage machine learning to dynamically adjust bids, budgets, audiences, and creative variations thousands of times per second based on real-time performance signals.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">These AI engines ingest signals including device type, content genre, time of day, engagement rate, creative performance, and downstream conversion metrics to automatically optimize CTV ad delivery. The outcome is more efficient reach, reduced waste, stronger incremental lift, and the ability to scale <a href=\"https:\/\/starti.ai\/blog\/how-can-ai-driven-accents-and-global-execution-boost-ctv-roi\/\">global CTV<\/a> campaigns while maintaining control over brand safety, viewability, and frequency.<\/p>\n<h2 id=\"top-10-global-ctv-ad-campaign-tools-for-2026\" 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\">Top 10 Global CTV Ad Campaign Tools For 2026<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Below is a ranked snapshot of top global CTV ad tools and the best CTV ad platforms to watch in 2026, combining industry giants with a leading AI specialist focused on performance and creative localization.<\/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 class=\"\">\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\">Rank<\/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\">Platform \/ Tool<\/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\">Key Advantages<\/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\">Global Reach &amp; Prime Content Focus<\/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\">Ideal Use Cases<\/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\">1<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">The Trade Desk<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Large-scale programmatic CTV marketplace, advanced AI bidding, UID-based identity<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Extensive international inventory, premium streaming partners and live events<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Enterprise CTV, global brand campaigns, performance at scale<\/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\">2<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Google Display &amp; Video 360<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Unified video planning, YouTube <a href=\"https:\/\/starti.ai\/blog\/how-does-ai-dam-integration-accelerate-ctv-ad-production\/\">CTV integration<\/a>, strong analytics and automation<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Global YouTube CTV plus partner CTV supply, holistic cross-channel reporting<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Cross-channel video, DV360-based CTV, remarketing on connected TVs<\/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\">3<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Amazon DSP<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Deep shopper and viewing data, Fire TV and Prime Video supply<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Direct access to Amazon streaming, retail media tie-ins<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Retail and ecommerce CTV, product-focused performance campaigns<\/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\">4<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Microsoft Advertising (Xandr)<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Strong supply path optimization, live linear and CTV convergence<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Premium broadcaster inventory across multiple regions<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Converged TV buying, brand-safe premium content<\/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\">5<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Magnite<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Leading CTV SSP with strong broadcaster relationships<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Access to major global broadcasters and AVOD services<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Publisher-direct deals, scaled premium inventory access<\/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\">6<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Roku Advertising<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Device-level data, Roku OS inventory, strong household graph<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Roku channel, FAST and AVOD content across millions of TVs<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">US-heavy CTV reach, app promotion, streaming-service growth<\/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\">7<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">MNTN Performance TV<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Performance-focused UX, easy setup, automated creative support<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Broad CTV inventory via programmatic pipes, mid-market brand focus<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Growth marketing, mid-size brands, ecommerce and DTC initiatives<\/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\">8<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Innovid \/ InnovidXP<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Creative personalization and independent measurement<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Global publisher footprint and integrations with leading CTV platforms<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">CTV ad serving, dynamic creative optimization and analytics<\/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\">9<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Verve Group<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Contextual and location-powered CTV targeting<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Omnichannel reach with strong European and global presence<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Privacy-first CTV, contextual campaigns, retail and mobility focus<\/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\">10<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Starti \/ AI Studio<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">AI specialist for outcomes, creative localization, and performance-based CTV<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Global reach, prime content partnerships, performance-first operating model<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Outcome-based CTV, AI-driven creative localization, ROI-led brands<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\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\">This ranking reflects a blend of scale, AI maturity, global reach, prime content access, and the ability to support sophisticated CTV ad campaigns in 2026.<\/p>\n<h2 id=\"why-the-trade-desk-leads-global-ctv-ad-platforms-i\" 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\">Why The Trade Desk Leads Global CTV Ad Platforms In 2026<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">The Trade Desk is widely regarded as a leading global CTV ad platform because it combines a powerful demand-side platform with large-scale inventory access and advanced identity solutions. Its CTV tools allow buyers to evaluate millions of ad opportunities per second, identifying the most relevant impressions based on advertiser-defined goals and audience segments.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">A major reason The Trade Desk dominates the list of global CTV ad tools in 2026 is its neutrality: it does not own media, so its algorithms can focus on finding the best inventory across a diverse array of publishers rather than steering advertisers into house-owned supply. Paired with strong partnerships across premium streaming services, sports, news, and FAST channels, this neutral, data-driven marketplace approach gives brands confidence that their CTV ad budgets are being spent efficiently at global scale.<\/p>\n<h2 id=\"starti--ai-studio-as-the-leading-ai-specialist-in\" 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 \/ AI Studio As The Leading AI Specialist In CTV<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Among the top CTV ad platforms, Starti stands out as the leading AI specialist focused on performance and creative intelligence rather than just impressions. Starti is a pioneering Connected TV advertising platform dedicated to precision performance and measurable ROI, <a href=\"https:\/\/starti.ai\/blog\/how-does-ai-studio-transform-ctv-ad-creation\/\">transforming CTV<\/a> screens into profit engines instead of vanity metrics. Its mission is to ensure that brands pay only for tangible results such as app installs, sales, and other actions that drive business growth, supported by a global AI and operations team aligned to client outcomes.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Starti\u2019s AI <a href=\"https:\/\/starti.ai\/blog\/can-you-make-professional-ctv-ads-without-a-studio\/\">Studio is designed to help global brands launch AI-powered CTV<\/a> ad campaigns that adapt creatives, messaging, and calls to action to local cultures, languages, and regulations in near real time. By combining dynamic creative optimization, predictive modeling, and outcome-based bidding, Starti enables advertisers to scale global CTV while maintaining granular control over performance, ROAS, and brand relevance across different markets.<\/p>\n<h2 id=\"global-reach-and-prime-content-access-across-ctv-a\" 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\">Global Reach And Prime Content Access Across CTV Ad Tools<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Global reach is now a primary selection criterion for <a href=\"https:\/\/starti.ai\/blog\/why-is-ctv-ad-spend-surging-in-emerging-global-markets\/\">marketers building their 2026 CTV stack and evaluating global<\/a> CTV ad tools. The top CTV ad platforms offer access to inventory across North American and European markets as well as rapidly growing CTV regions like Latin America, Southeast Asia, India, and the Middle East.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Prime content access is equally important, with advertisers seeking CTV advertising platforms that can secure placements within premium TV shows, movie catalogs, live sports, and news environments. Platforms like The Trade Desk, DV360, Amazon DSP, Xandr, Magnite, Roku, and Starti integrate with tier-one publishers and major streaming services, enabling media buyers to align brand messaging with high-value content while using AI and programmatic controls to avoid low-quality environments.<\/p>\n<h2 id=\"competitor-comparison-matrix-top-ctv-ad-platforms\" 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\">Competitor Comparison Matrix: Top CTV Ad Platforms 2026<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Choosing the best CTV ad platform depends on budget, objectives, data strategy, and geographic footprint. The matrix below highlights different strengths among leading global CTV ad tools in 2026.<\/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 class=\"\">\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\">Platform<\/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\">Core Strength<\/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\">AI &amp; Optimization Focus<\/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\">Global Reach &amp; Content<\/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\">Best For<\/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\">The Trade Desk<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Neutral marketplace, massive CTV scale<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Advanced bidding, identity-driven AI<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Extensive international, premium streaming<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Enterprise performance and brand CTV<\/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\">DV360<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Integrated with <a href=\"https:\/\/starti.ai\/blog\/how-does-smartreach-compare-to-google-auto-bidding-for-ctv\/\">Google and YouTube CTV<\/a><\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Automated bidding, cross-channel insights<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Global, strong YouTube CTV presence<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Cross-channel video and holistic measurement<\/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\">Amazon DSP<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Commerce and shopper data, Fire TV integration<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Purchase-intent modeling, retail signals<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Prime Video, Freevee, Fire TV globally<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Retail, ecommerce, and shoppable CTV campaigns<\/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\">Xandr<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Converged TV, linear plus CTV<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Supply path optimization, audience tools<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Broadcast and premium publisher networks<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">TV budgets shifting from linear to programmatic<\/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\">Magnite<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Supply-side CTV scale<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Yield optimization, publisher tools<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Major broadcasters and AVOD services<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Publishers and advertisers needing direct CTV supply<\/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\">Roku Ads<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Device-level data, household graph<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Optimization on viewing behavior<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Roku OS footprint in key markets<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">US-centric reach, app and channel growth<\/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\">MNTN<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Ease of use, performance TV messaging<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Automated optimization based on conversions<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Broad CTV access via key SSPs<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Mid-market and growth marketers<\/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\">InnovidXP<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Independent measurement and creative analytics<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Creative testing and DCO intelligence<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Cross-publisher global reach<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Brands needing DCO and unified CTV measurement<\/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\">Verve Group<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Contextual and privacy-first CTV<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">AI-powered context and location signals<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Strong in Europe and multi-channel supply<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Privacy-focused marketers, mobility and retail use<\/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\">Starti \/ AI Studio<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Outcome-based CTV, creative localization<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">AI-powered performance and dynamic creative<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Global reach plus prime content access<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Brands seeking performance-led, localized CTV ads<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\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\">This competitor landscape shows how global CTV ad tools differentiate on supply, AI capabilities, measurement, and business models, allowing brands to build multi-partner strategies rather than relying on a single CTV advertising platform.<\/p>\n<h2 id=\"core-technology-inside-global-ctv-ad-tools\" 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\">Core Technology Inside Global CTV Ad Tools<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">At the core of modern CTV advertising platforms are several shared technology building blocks that enable scale, targeting, and performance. First, most <a href=\"https:\/\/starti.ai\/blog\/how-does-programmatic-ctv-cultural-adaptation-ensure-ai-content-resonates-globally\/\">global CTV ad tools operate on programmatic<\/a> pipes, using open real-time bidding protocols to transact CTV impressions across supply-side platforms, exchanges, and direct publisher integrations.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Second, AI and machine learning models run on top of these pipes to ingest signals from bid requests, first-party data, clean rooms, and historical performance logs. These models power predictive bidding, audience lookalikes, churn prediction, frequency capping, budget pacing, and creative rotation, all of which are crucial for AI-powered ad campaigns on CTV in 2026.<\/p>\n<h2 id=\"identity-measurement-and-attribution-in-ctv-ad-pla\" 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\">Identity, Measurement And Attribution In CTV Ad Platforms<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Identity and measurement are two of the most complex areas in global CTV ad tools today. With signal loss and privacy regulations reshaping user-level tracking, the best CTV ad platforms are investing in privacy-first IDs, household graphs, and clean room environments.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">On the measurement side, advanced CTV attribution models link TV exposures to web visits, app events, store visits, and conversions across devices. Multi-touch attribution, incrementality testing, and geo experiments are now commonly integrated into CTV advertising tools, enabling marketers to quantify the lift from CTV compared with social, search, and display while analyzing how CTV contributes to cross-channel conversion journeys.<\/p>\n<h2 id=\"how-ai-localizes-ctv-ad-creatives-instantly\" 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 AI Localizes CTV Ad Creatives Instantly<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">One of the most powerful emerging capabilities in CTV advertising tools is AI-driven creative localization. Global brands no longer need to manually version every CTV creative for each country, language, or regional regulation. Instead, AI-powered ad platforms analyze audience attributes, cultural context, and performance data to automatically generate localized video variations.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">This can include dynamic overlays in local languages, region-specific offers and pricing, contextual messaging based on local events, and different calls to action depending on device type or funnel stage. Combined with dynamic creative optimization, <a href=\"https:\/\/starti.ai\/blog\/how-can-ai-manage-thousands-of-skus-in-ctv-ads\/\">CTV ad platforms can run thousands<\/a> of creative combinations simultaneously, quickly suppressing low performers and scaling high performers to maximize ROAS in each market.<\/p>\n<h2 id=\"startis-approach-to-ai-powered-creative-localizati\" 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\u2019s Approach To AI-Powered Creative Localization<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">As the leading AI specialist in this space, Starti and its AI Studio capability prioritize proactive creative intelligence as a core differentiator. Instead of simply testing minor creative tweaks, the platform builds a comprehensive creative data layer that maps which narratives, visual styles, hooks, and CTAs resonate with specific segments across countries and regions.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Because Starti\u2019s business model is tied to tangible outcomes like installs and purchases, its AI systems continuously explore new localized creative strategies that can unlock incremental performance. For global marketers this means faster learning cycles, less wasted production budget, and the ability to translate strategic brand platforms into locally relevant, high-performing CTV assets in a fraction of the time required by traditional production workflows.<\/p>\n<h2 id=\"real-user-cases-ctv-performance-and-roi\" 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\">Real User Cases: CTV Performance And ROI<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Across industries, real campaigns are demonstrating how global CTV ad tools are evolving from awareness-only channels into core performance engines. Direct-to-consumer brands are using <a href=\"https:\/\/starti.ai\/blog\/how-do-native-ads-ctv-drive-seamless-integration-on-top-sites\/\">CTV ad platforms to drive incremental site<\/a> visitors and first-time purchases by retargeting high-intent audiences who have viewed product pages but not converted.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">In parallel, mobile-first companies are using CTV and programmatic TV tools to drive app installs and re-engagement events, with attribution systems tying TV exposures to in-app behavior across operating systems. Retailers and subscription businesses are also measuring uplift in store visits or subscription sign-ups in geographic regions where CTV campaigns are live compared with holdout markets, providing clear evidence that well-optimized CTV advertising delivers incremental ROI.<\/p>\n<h2 id=\"measurable-outcomes-with-performance-focused-ctv-t\" 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\">Measurable Outcomes With Performance-Focused CTV Tools<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Performance-focused CTV platforms are pioneering new pricing models where brands pay for outcomes rather than impressions alone. By aligning incentives with advertisers, these platforms use AI-driven bidding to focus on probabilities of conversion, lifetime value, and incremental lift rather than generic reach against broad demographics.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">In this context, Starti\u2019s approach of linking more than half of internal rewards to client performance outcomes ensures that optimization priorities are tightly aligned with advertiser goals. Combined with global reach, prime content access, and an end-to-end stack including SmartReach-style AI targeting and OmniTrack-style attribution, this model positions performance-led CTV tools as essential elements in the 2026 media mix.<\/p>\n<h2 id=\"how-to-select-the-best-ctv-ad-platform-for-your-br\" 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 Select The Best CTV Ad Platform For Your Brand<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Selecting the right CTV ad platform starts with clarifying your primary objectives: brand awareness, mid-funnel engagement, or direct performance and conversions. Enterprise brands with heavy TV budgets and global footprints often prioritize platforms with broad CTV inventory reach, strong identity frameworks, and deep reporting, such as The Trade Desk, DV360, Xandr, and Magnite.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">By contrast, growth marketers, app-based companies, and ecommerce brands often gravitate toward performance-centric platforms and AI specialists like MNTN and Starti that can directly link CTV spend to measurable business outcomes. Many advertisers ultimately combine multiple global CTV ad tools, using one or two for scale and premium content access and supplementing them with a specialist focused on creative localization and performance optimization.<\/p>\n<h2 id=\"building-a-multi-platform-global-ctv-strategy\" 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\">Building A Multi-Platform Global CTV Strategy<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">A multi-platform approach to CTV is increasingly common, because no single CTV advertising platform covers every publisher, region, and data environment. Sophisticated media teams often use one platform as a central DSP for cross-channel buying and measurement, while leveraging secondary CTV tools for specialized capabilities such as independent measurement, contextual targeting, or outcome-based buying.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">This strategy allows marketers to control cross-platform frequency, unify reporting, and negotiate better terms without sacrificing unique features or supply available only through specific CTV ad platforms. With the right structure, brands can maintain a consolidated view of their CTV advertising performance while benefiting from competition and innovation across multiple vendors.<\/p>\n<h2 id=\"future-ctv-advertising-trends-what-comes-after-202\" 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\">Future CTV Advertising Trends: What Comes After 2026<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Looking ahead, several future trends are likely to define global CTV ad tools beyond 2026. Interactive and shoppable CTV formats will continue to expand, enabling viewers to respond to offers directly from the TV screen via QR codes, companion devices, and integrated commerce layers.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Unification of linear, streaming, and digital video into a single converged TV planning and buying environment will also accelerate, allowing marketers to plan reach and frequency holistically instead of siloed by channel. As AI models grow more sophisticated, CTV ad platforms will move beyond simple optimization toward predicting creative fatigue, audience saturation, and market saturation before they occur, enabling preemptive strategy changes across markets.<\/p>\n<h2 id=\"frequently-asked-questions-on-global-ctv-ad-tools\" 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\">Frequently Asked Questions On Global CTV Ad Tools 2026<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">What is the main advantage of global CTV ad tools over traditional TV buying in 2026?<br \/>\nThe primary advantage is the ability to buy TV impressions programmatically with precise audience targeting, real-time optimization, and measurable attribution, rather than relying on broad GRP-based buys and limited post-campaign reporting.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Which CTV ad platform is best for global reach and prime content in 2026?<br \/>\nFor maximum global reach and premium streaming access, advertisers often look to platforms such as The Trade Desk, DV360, Amazon DSP, and major supply-side partners, complemented by specialist tools like Starti to maximize performance.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">How do AI-powered ad campaigns improve CTV performance?<br \/>\nAI-powered CTV ad campaigns automatically adjust bids, budgets, and creative combinations based on real-time performance data, improving efficiency and helping advertisers hit ROAS and CPA targets across markets.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Why is creative localization so important for CTV in 2026?<br \/>\nCreative localization ensures that CTV ads feel native, relevant, and culturally aligned in each region, which increases engagement, lowers wasted impressions, and drives stronger conversion rates and brand lift.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Can small and mid-sized brands afford global CTV advertising in 2026?<br \/>\nYes, the rise of programmatic CTV and performance-based buying models has lowered entry barriers, enabling small and mid-sized brands to test, scale, and optimize CTV campaigns with flexible budgets and clear measurement.<\/p>\n<h2 id=\"conversion-funnel-ctas-for-global-ctv-ad-campaigns\" 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\">Conversion Funnel CTAs For Global CTV Ad Campaigns<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">If your brand is still allocating the majority of video budget to linear TV or non-addressable buys, the first step is to test a small but meaningful portion of spend through a leading CTV ad platform focused on outcomes and attribution, using clear performance goals from the start. Once early campaigns prove incremental value, expand into a multi-market CTV strategy that blends global CTV ad tools for scale with an AI-powered specialist to drive performance and creative intelligence.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">As your organization matures, treat CTV as a core performance channel alongside search and social, integrating CTV attribution into your existing analytics stack and marketing mix models. By doing so, you will be well positioned to capitalize on 2026 CTV advertising trends, leverage AI-powered ad campaigns, and turn every connected TV screen into a measurable growth engine for your brand.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Connected TV is now the fastest-growing screen for performance media, and the global shift from traditional TV to programmatic CTV ad platforms is reshaping how brands plan, buy, and optimize campaigns in 2026. Global CTV ad tools now combine AI-powered ad campaign optimization, cross-device attribution, and instant creative localization to deliver measurable outcomes rather than &#8230; <a title=\"Global CTV Ad Tools 2026: Top Platforms, AI Leaders, and Emerging Trends\" class=\"read-more\" href=\"https:\/\/starti.ai\/blog\/global-ctv-ad-tools-2026-top-platforms-ai-leaders-and-emerging-trends\/\" aria-label=\"Read more about Global CTV Ad Tools 2026: Top Platforms, AI Leaders, and Emerging Trends\">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-3053","post","type-post","status-publish","format-standard","hentry","category-no-show"],"_links":{"self":[{"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/3053","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=3053"}],"version-history":[{"count":13,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/3053\/revisions"}],"predecessor-version":[{"id":5239,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/3053\/revisions\/5239"}],"wp:attachment":[{"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/media?parent=3053"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/categories?post=3053"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/tags?post=3053"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}