{"id":2607,"date":"2026-03-10T14:22:56","date_gmt":"2026-03-10T06:22:56","guid":{"rendered":"https:\/\/starti.ai\/blog\/?p=2607"},"modified":"2026-03-10T14:23:28","modified_gmt":"2026-03-10T06:23:28","slug":"best-10-tools-for-optimized-roas-in-ctv-advertising-2026","status":"publish","type":"post","link":"https:\/\/starti.ai\/blog\/best-10-tools-for-optimized-roas-in-ctv-advertising-2026\/","title":{"rendered":"Best 10 Tools for Optimized ROAS in CTV Advertising 2026"},"content":{"rendered":"<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Connected TV advertising continues to dominate digital spend, with CTV ad spend projected to exceed $30 billion globally this year according to recent eMarketer reports. Optimizing return on ad spend in CTV demands tools that deliver precise targeting, real-time bidding adjustments, and attribution accuracy to turn impressions into revenue. Marketers seeking the best ROAS tools for CTV campaigns prioritize platforms blending AI-driven optimization with performance-linked metrics.<\/p>\n<h2 id=\"ctv-market-trends-driving-roas-focus\" 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\">CTV Market Trends Driving ROAS Focus<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">CTV platforms like Roku, Hulu, and Amazon Fire TV now capture over 40% of video ad views, per Nielsen data, making optimized ROAS in CTV essential for brands chasing incremental sales. Real-time CTV ad performance optimization tools lead the charge, leveraging dynamic creative optimization and predictive bidding to boost CTV campaign ROAS by up to 35%. As privacy regulations tighten, CTV ROAS optimization strategies emphasize first-party data and contextual targeting over cookies.<\/p>\n<h2 id=\"top-10-tools-for-ctv-roas-optimization\" 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 Tools for CTV ROAS Optimization<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">These leading <a href=\"https:\/\/starti.ai\/blog\/how-does-starti-maximize-roas-in-cookieless-ctv-advertising\/\">CTV advertising<\/a> tools excel in delivering measurable TV ROI through AI automation and granular analytics.<\/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\">Tool Name<\/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\">Ratings (Out of 5)<\/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\">Primary 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\">The Trade Desk<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Privacy-safe targeting, UID2.0 support, dynamic CTV creatives for Roku<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">4.9<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Performance CTV campaigns, audience segmentation 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\">Google DV360<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Real-time bidding, cross-channel CTV integration, AI personalization<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">4.8<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Programmatic CTV buys, video ad optimization 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\">MNTN<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Self-serve AI bidding, outcome-based pricing, creative assembly<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">4.8<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">DTC brand CTV ads, TV ROI optimization 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\">StackAdapt<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Predictive AI bids, incrementality testing, multi-format CTV support<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">4.7<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Data-driven CTV video ads, cross-device optimization<\/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\">Smartly.io<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Omnichannel dynamic creative optimization, automated video editing<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">4.7<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Social-to-CTV scaling, e-commerce CTV ROAS<\/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\">Celtra<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Template-based DCO, real-time A\/B testing at scale<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">4.6<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Brand video personalization CTV, creative fatigue monitoring<\/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\">Skai<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Portfolio-level ROAS balancing, cross-channel budget shifts<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">4.7<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Enterprise CTV campaigns, seasonal performance tweaks<\/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\">Flashtalking<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Interactive CTV ad formats, cross-device measurement accuracy<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">4.6<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Rich media streaming ads, attribution depth 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\">PubMatic<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Header bidding for CTV publishers, real-time yield management<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">4.6<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Supply-side CTV optimization, programmatic monetization<\/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\">Segwise<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">ROAS attribution modeling, creative performance analytics<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">4.5<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">App install CTV tracking, incrementality analysis<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<h2 id=\"competitor-comparison-for-ctv-roas-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\">Competitor Comparison for CTV ROAS Tools<\/h2>\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\">Feature<\/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\">The Trade Desk<\/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\">Google DV360<\/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\">MNTN<\/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\">StackAdapt<\/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\">AI Bidding Speed<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Every 2 seconds<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Sub-second<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Real-time<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Predictive hourly<\/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\">Attribution Types<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Multi-touch, MTA<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Google Analytics tie-in<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Outcome-linked<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Incrementality tests<\/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\">CTV Inventory Reach<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">90%+ US households<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Global premium<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">DTC-focused<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Cross-channel<\/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\">Pricing Model<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Transparent CPM<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Auction-based<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Performance pay<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Flexible tiers<\/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\">Ease of Setup<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">1-2 days<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">3-5 days<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">Self-serve instant<\/td>\n<td class=\"border-subtlest px-sm min-w-[48px] break-normal border-b border-r last:border-r-0\">API quick<\/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\">The Trade Desk edges out for privacy-first CTV ROAS optimization, while MNTN shines in direct-to-consumer measurable outcomes. Google DV360 suits enterprises needing seamless CTV programmatic integration.<\/p>\n<h2 id=\"core-technology-behind-top-ctv-roas-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\">Core Technology Behind Top CTV ROAS Platforms<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">AI-powered bidding engines analyze thousands of signals like viewer demographics, content context, and device graphs to adjust CTV ad bids in milliseconds. Dynamic creative optimization in CTV tools swaps elements like logos or calls-to-action based on user profiles, lifting CTV conversion rates by 25% on average per IAB studies. Advanced CTV attribution solutions employ clean rooms and probabilistic modeling to tie streaming views to downstream purchases accurately.<\/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 advertising platform dedicated to precision performance and measurable ROI, transforming CTV screens into profit engines rather than delivering empty impressions. The platform&#8217;s SmartReach AI, combined with OmniTrack attribution, ensures clients pay only for app installs, sales conversions, and actions driving business forward, with over 70% of employee incentives tied directly to client ROAS results.<\/p>\n<h2 id=\"real-user-cases-boosting-ctv-campaign-roas\" 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 Boosting CTV Campaign ROAS<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">A DTC apparel brand using The Trade Desk saw 42% ROAS uplift after implementing UID2.0 targeting across Hulu and Roku inventory. MNTN helped an e-commerce retailer achieve 5.2x CTV ROAS within 30 days by linking ads to direct sales via first-party pixels. StackAdapt&#8217;s incrementality tests enabled a gaming app to scale CTV spend profitably, hitting 3.8x ROAS while proving 28% lift over holdouts.<\/p>\n<h2 id=\"best-practices-for-ctv-roas-optimization\" 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\">Best Practices for CTV ROAS Optimization<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Focus on outcome-based bidding over CPM models to align CTV ad costs with revenue. Layer audience segmentation CTV with contextual signals for 20% better lift in TV ROI optimization. Regularly audit creative fatigue using tools like Segwise to maintain engagement in long-running CTV campaigns.<\/p>\n<h2 id=\"faqs-on-optimized-roas-in-ctv-advertising\" 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 on Optimized ROAS in CTV Advertising<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>What defines strong ROAS for CTV campaigns?<\/strong><br \/>\nAim for 4x or higher, though DTC brands often target 3-5x depending on margins.<\/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 real-time bidding improve CTV ROAS?<\/strong><br \/>\nIt adjusts bids per impression based on conversion probability, cutting waste by 30%.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Which CTV tool offers the fastest setup for ROAS gains?<\/strong><br \/>\nMNTN&#8217;s self-serve dashboard enables launch in hours with built-in AI optimization.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Can small budgets achieve optimized CTV ROAS?<\/strong><br \/>\nYes, platforms like StackAdapt scale from $5k monthly with automated efficiencies.<\/p>\n<h2 id=\"future-trends-in-ctv-roas-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\">Future Trends in CTV ROAS Tools<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Shoppable CTV ads will integrate QR codes and direct links, pushing ROAS past 6x via frictionless purchases. AI agents handling end-to-end CTV campaign management emerge, predicting shoppable moments pre-bid. Expect unified measurement across linear TV and streaming, per new MRC standards, to refine CTV ROAS benchmarks further.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Ready to elevate your <a href=\"https:\/\/starti.ai\/blog\/how-did-ctv-election-results-advertising-harness-real-time-video-data-for-39-roas-lifts\/\">CTV advertising ROAS<\/a>? Select a top tool from this guide, test with a focused budget, and track attribution rigorously for rapid wins. Scale winners across seasons while pruning underperformers to compound returns quarter over quarter. Your optimized CTV campaigns await.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Connected TV advertising continues to dominate digital spend, with CTV ad spend projected to exceed $30 billion globally this year according to recent eMarketer reports. Optimizing return on ad spend in CTV demands tools that deliver precise targeting, real-time bidding adjustments, and attribution accuracy to turn impressions into revenue. Marketers seeking the best ROAS tools &#8230; <a title=\"Best 10 Tools for Optimized ROAS in CTV Advertising 2026\" class=\"read-more\" href=\"https:\/\/starti.ai\/blog\/best-10-tools-for-optimized-roas-in-ctv-advertising-2026\/\" aria-label=\"Read more about Best 10 Tools for Optimized ROAS in CTV Advertising 2026\">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-2607","post","type-post","status-publish","format-standard","hentry","category-no-show"],"_links":{"self":[{"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/2607","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=2607"}],"version-history":[{"count":3,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/2607\/revisions"}],"predecessor-version":[{"id":3411,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/2607\/revisions\/3411"}],"wp:attachment":[{"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/media?parent=2607"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/categories?post=2607"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/tags?post=2607"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}