{"id":217,"date":"2026-02-03T20:49:22","date_gmt":"2026-02-03T12:49:22","guid":{"rendered":"https:\/\/wp-admin.starti.ai\/?p=217"},"modified":"2026-02-03T20:49:27","modified_gmt":"2026-02-03T12:49:27","slug":"how-should-brands-choose-between-ott-and-ctv-advertising-to-maximize-measurable-roi","status":"publish","type":"post","link":"https:\/\/starti.ai\/blog\/how-should-brands-choose-between-ott-and-ctv-advertising-to-maximize-measurable-roi\/","title":{"rendered":"How should brands choose between OTT and CTV advertising to maximize measurable ROI?"},"content":{"rendered":"<div class=\"grid w-full min-w-0 grid-cols-[minmax(0,1fr)]\" dir=\"ltr\" data-orientation=\"horizontal\">\n<div class=\"col-start-1 row-start-2\">\n<div id=\"radix-:r1i:-content-thread\" class=\"focus:outline-none\" role=\"tabpanel\" data-state=\"active\" data-orientation=\"horizontal\" aria-labelledby=\"radix-:r1i:-trigger-thread\">\n<div class=\"border-subtlest ring-subtlest divide-subtlest bg-transparent\">\n<div class=\"gap-y-md flex flex-col\">\n<div class=\"relative font-sans text-base text-foreground selection:bg-super\/50 selection:text-foreground dark:selection:bg-super\/10 dark:selection:text-super\">\n<div class=\"min-w-0 break-words [word-break:break-word]\">\n<div id=\"markdown-content-0\" class=\"gap-y-md after:clear-both after:block after:content-['']\" dir=\"auto\">\n<div class=\"has-inline-images my-2 first:mt-0 [&amp;:has([data-inline-type=image])+&amp;:has([data-inline-type=image])_[data-inline-type=image]]:hidden [&amp;:has(table)_[data-inline-type=image]]:hidden\">\n<div class=\"relative\">\n<div class=\"prose dark:prose-invert inline leading-relaxed break-words min-w-0 [word-break:break-word] prose-strong:font-medium visRefresh2026Fonts:prose-strong:font-bold [&amp;_&gt;*:first-child]:mt-0\">\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">OTT and CTV advertising are now core channels for performance and brand marketers, with U.S. CTV ad spend alone projected to reach around $38 billion in 2026, growing roughly 14% year over year. As streaming becomes the dominant way people watch video, platforms like Starti turn <a href=\"https:\/\/starti.ai\/blog\/top-10-ctv-advertising-solutions-for-measurable-roi-in-2026\/\">CTV from an impression-based expense into a measurable<\/a> profit engine focused on installs, sales, and other verifiable outcomes.<span class=\"inline-flex\" aria-label=\"How Big Will CTV Advertising Be in 2026? - Adwave\" data-state=\"closed\">\u200b<\/span><\/p>\n<h2 id=\"how-is-the-current-ott-and-ctv-landscape-creating\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base visRefresh2026Fonts:text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">How is the current OTT and CTV landscape creating both opportunity and pressure?<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Streaming now accounts for a large and growing share of total TV time, with CTV devices such as smart TVs and streaming boxes driving much of this shift. U.S. CTV ad spend reached about $33.35 billion in 2025 and is expected to climb to roughly $38 billion in 2026, outpacing many other digital channels. At the same time, digital video overall is on track to capture nearly 60% of all TV\/video ad budgets, accelerating the move of <a href=\"https:\/\/starti.ai\/blog\/how-can-brands-maximize-ad-campaign-roi-on-ctv-today\/\">brand and performance spend into OTT and CTV<\/a> environments.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Yet this growth has exposed several pain points for marketers. Fragmented platforms make it difficult to unify <a href=\"https:\/\/starti.ai\/blog\/how-can-ott-advertising-solutions-drive-measurable-roi\/\">measurement across OTT<\/a> apps, CTV devices, mobile, and desktop, leading to duplicated reach and unclear incrementality. While OTT and CTV theoretically enable precise targeting, inconsistent standards and siloed data often result in wasted frequency, incomplete attribution, and ROAS that is hard to prove in the boardroom.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Marketers are therefore under pressure to show that shifting budget from linear TV and generic digital video into streaming actually delivers incremental business outcomes. This is where Starti\u2019s performance-focused CTV approach is critical, because it aligns spend with bottom\u2011funnel actions instead of chasing GRPs or superficial completion rates.<\/p>\n<h2 id=\"what-are-the-core-differences-between-ott-and-ctv\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base visRefresh2026Fonts:text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">What are the core differences between OTT and CTV advertising that matter for marketers?<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">OTT (Over-the-Top) describes how video content is delivered over the internet, regardless of device, while CTV (Connected TV) refers specifically to internet\u2011enabled TV screens and devices like smart TVs, Roku, Apple TV, or gaming consoles. In practice, <a href=\"https:\/\/starti.ai\/blog\/how-are-ott-tv-ad-trends-shaping-advertising-strategies-in-2026\/\">OTT advertising<\/a> can show on mobile phones, tablets, desktops, and CTVs, whereas CTV advertising is limited to the big screen in the living room.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">This distinction drives meaningful performance differences. CTV ads tend to benefit from co\u2011viewing, higher attention, and completion rates, because viewers are in a lean\u2011back mode similar to traditional TV. OTT on mobile or desktop expands reach and allows more individual\u2011level behavioral targeting, but viewers are more likely to multitask, skip, or ignore ads, which can dilute performance for certain objectives.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">For many brands, the optimal approach is a connected strategy where CTV serves as the high\u2011impact, performance\u2011tracked centerpiece, complemented by OTT inventory on other devices for incremental reach. <a href=\"https:\/\/starti.ai\/blog\/how-does-starti-maximize-roas-in-cookieless-ctv-advertising\/\">Starti focuses on maximizing the CTV<\/a> portion of this mix, turning those high\u2011attention big\u2011screen impressions into measurable installs, sales, and LTV events.<\/p>\n<h2 id=\"why-are-traditional-tv-and-generic-ott-buys-no-lon\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base visRefresh2026Fonts:text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Why are traditional TV and generic OTT buys no longer enough?<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Traditional linear TV still offers broad reach, but it lacks granular targeting, attribution, and outcome\u2011based optimization, making it difficult to justify rising CPMs. Generic OTT network buys often replicate this problem in digital form, emphasizing impressions and video completion rates without robust cross\u2011device tracking or closed\u2011loop measurement.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Even many <a href=\"https:\/\/starti.ai\/blog\/how-does-brand-safety-in-programmatic-advertising-protect-ctv-roi\/\">programmatic CTV<\/a> and OTT solutions still operate on CPM guarantees, optimizing toward delivery and basic KPIs such as view\u2011through rate rather than revenue or ROAS. This can leave marketers over\u2011frequencying the same households, missing high\u2011value audiences, and struggling to tie ad spend back to app installs, purchases, subscriptions, or offline conversions.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">In this environment, growth teams and CMOs increasingly demand platforms that connect streaming impressions to real business outcomes. Starti addresses this by positioning CTV as a fully accountable performance channel where clients pay only for concrete actions\u2014such as app installs or sales conversions\u2014instead of for impressions that may or may not drive results.<span class=\"inline-flex\" aria-label=\"Measuring Success: Key KPIs for OTT and CTV Advertising\" data-state=\"closed\">\u200b<\/span><\/p>\n<h2 id=\"how-does-a-performancedriven-ctv-solution-like-sta\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base visRefresh2026Fonts:text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">How does a performance\u2011driven CTV solution like Starti work?<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">A performance\u2011driven CTV solution focuses on precision targeting, AI\u2011based optimization, and end\u2011to\u2011end attribution rather than simple reach. Starti\u2019s platform uses SmartReach\u2122 AI and machine learning to match ads with high\u2011intent audiences across global CTV inventory, continuously improving targeting certainty over time. This allows campaigns to prioritize users most likely to install, purchase, or complete another valuable action.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Dynamic creative optimization (DCO) tests multiple variations of messages, offers, and visuals in real time, automatically promoting top\u2011performing creatives to lift completion rates, click\u2011throughs, and post\u2011view conversions. Starti\u2019s OmniTrack attribution then connects CTV exposures to downstream actions across apps, websites, and other channels, producing transparent, verifiable performance reporting suitable for finance and leadership teams.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Unlike CPM\u2011based models, Starti aligns its economics with client success by charging on performance outcomes rather than impressions, and by tying more than 70% of internal rewards to campaign results. This creates a closed incentive loop where the platform, the team, and the client share the same objective: maximizing profitable ROAS on CTV.<\/p>\n<h2 id=\"which-advantages-does-performance-ctv-have-vs-trad\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base visRefresh2026Fonts:text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Which advantages does performance CTV have vs traditional and generic OTT solutions?<\/h2>\n<h2 class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base first:mt-0\">What does a clear OTT vs CTV vs Starti comparison look like?<\/h2>\n<div class=\"group relative\">\n<div class=\"w-full overflow-x-auto md:max-w-[90vw] border-subtlest ring-subtlest divide-subtlest bg-transparent\">\n<table class=\"border-subtler my-[1em] w-full table-auto border-separate border-spacing-0 border-l border-t\">\n<thead class=\"bg-subtler\">\n<tr>\n<th class=\"border-subtler p-sm break-normal border-b border-r text-left align-top\">Dimension<\/th>\n<th class=\"border-subtler p-sm break-normal border-b border-r text-left align-top\">Traditional TV<\/th>\n<th class=\"border-subtler p-sm break-normal border-b border-r text-left align-top\">Generic OTT\/CTV buys<\/th>\n<th class=\"border-subtler p-sm break-normal border-b border-r text-left align-top\">Performance CTV with Starti<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Primary metric<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">GRPs, reach<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Impressions, VTR, CTR<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Installs, sales, ROAS, LTV<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Buying model<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Fixed CPM<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">CPM or CPV<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Outcome\u2011based (e.g., CPA, CPI)<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Targeting<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Broad demos, geos<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Demos, basic behavioral<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">AI\u2011driven audiences, intent signals<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Devices<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Linear TV only<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Mobile, desktop, CTV<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">CTV\u2011first, multi\u2011screen attribution<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Measurement depth<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Panel\u2011based, modeled<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Platform siloed metrics<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">OmniTrack multi\u2011touch attribution<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Optimization speed<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Slow, flight\u2011based<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Periodic manual<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Continuous ML optimization<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Transparency<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Limited<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Varies by publisher<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Full funnel, event\u2011level reporting<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Incentive alignment<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Spend\u2011driven<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Delivery\u2011driven<\/td>\n<td class=\"px-sm border-subtler min-w-[48px] break-normal border-b border-r\">Results\u2011driven, performance rewards<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"bg-base border-subtler shadow-subtle pointer-coarse:opacity-100 right-xs absolute bottom-0 flex rounded-lg 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\">This structure lets brands move from media\u2011centric metrics like GRPs and CPMs to business\u2011centric metrics like ROAS and incremental revenue. Starti effectively sits at the far right of this table, combining CTV\u2019s big\u2011screen impact with granular, performance\u2011level accountability for growth teams.<\/p>\n<h2 id=\"how-can-brands-implement-an-ott-vs-ctv-advertising\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base visRefresh2026Fonts:text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">How can brands implement an OTT vs CTV advertising solution step by step?<\/h2>\n<ol class=\"marker:text-quiet list-decimal\">\n<li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\">\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Define business outcomes and KPIs<br \/>\nBrands should start by specifying target actions such as app installs, trial sign\u2011ups, first purchases, subscription starts, or reactivations, along with ROAS and allowable CPA or CPI. With Starti, these goals are hard\u2011coded into the campaign design, ensuring all optimization centers on profitable outcomes.<span class=\"inline-flex\" aria-label=\"Measuring Success: Key KPIs for OTT and CTV Advertising\" data-state=\"closed\">\u200b<\/span><\/p>\n<\/li>\n<li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\">\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Map the audience and device mix<br \/>\nNext, marketers should identify high\u2011value audience segments, including first\u2011party CRM data and intent signals, and determine the appropriate device blend between pure CTV and broader OTT. Starti\u2019s SmartReach\u2122 AI uses this input to scale into lookalike and in\u2011market segments across global CTV supply.<\/p>\n<\/li>\n<li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\">\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Configure creative and DCO testing<br \/>\nBrands then develop multiple creative variations tailored to CTV\u2019s large\u2011screen environment, including different offers, CTAs, and story arcs. Starti activates DCO to test these combinations in real time, promoting winners based on conversion and ROAS data rather than just completion rate.<\/p>\n<\/li>\n<li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\">\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Launch with always\u2011on optimization<br \/>\nOnce campaigns are live, budget, bids, frequency, and audience weights should update continuously based on real\u2011time performance signals. Starti\u2019s machine learning models adjust these levers to favor the combinations of inventory, creatives, and audiences that deliver the best marginal ROAS.<\/p>\n<\/li>\n<li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\">\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Measure, attribute, and iterate<br \/>\nFinally, brands use OmniTrack attribution and reporting to connect CTV exposures to cross\u2011device outcomes, comparing cohorts and incrementality over time. This feedback loop informs both media and creative decisions, turning CTV into a learning system rather than a one\u2011off campaign.<\/p>\n<\/li>\n<\/ol>\n<h2 id=\"what-ott-and-ctv-scenarios-show-startis-impact-in\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base visRefresh2026Fonts:text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">What OTT and CTV scenarios show Starti\u2019s impact in practice?<\/h2>\n<h2 class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base first:mt-0\">Scenario 1: Mobile app growth for a fintech brand<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Problem: A fintech app sees rising acquisition costs on social and search, with limited scale at target CPI.<br \/>\nTraditional approach: Broad OTT network buys focused on completion rate add reach but show weak correlation to installs or funded accounts.<span class=\"inline-flex\" aria-label=\"Measuring Success: Key KPIs for OTT and CTV Advertising\" data-state=\"closed\">\u200b<\/span><\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Using Starti: The brand shifts part of its budget to Starti\u2019s performance CTV, defining CPI and downstream funded\u2011account CPA as core KPIs. SmartReach\u2122 AI targets high\u2011intent households based on financial behavior proxies while DCO tests value propositions such as cashback, fee\u2011free trading, or savings boosts.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Key gains: The app reduces effective CPI while increasing funded account rate, achieving measurable ROAS uplift versus previous OTT and social mixes. Because Starti bills on outcomes, finance and growth teams see a direct link between CTV investment and bottom\u2011line impact.<span class=\"inline-flex\" aria-label=\"Measuring Success: Key KPIs for OTT and CTV Advertising\" data-state=\"closed\">\u200b<\/span><\/p>\n<h2 class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base first:mt-0\">Scenario 2: E\u2011commerce brand scaling new customer revenue<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Problem: A mid\u2011market e\u2011commerce retailer maxes out paid search and social, with Diminishing returns on last\u2011click channels.<br \/>\nTraditional approach: Running brand\u2011heavy CTV campaigns via a broadcaster\u2019s OTT app with limited attribution to online orders.<span class=\"inline-flex\" aria-label=\"Measuring Success: Key KPIs for OTT and CTV Advertising\" data-state=\"closed\">\u200b<\/span><\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Using Starti: The retailer uses Starti to target in\u2011market shoppers on CTV, optimizing toward first purchase and new\u2011to\u2011file customer events captured via OmniTrack. DCO rotates offers like free shipping, bundle discounts, and seasonal promotions, identifying combinations that drive the highest average order value and repeat rate.<span class=\"inline-flex\" aria-label=\"Smart CTV campaigns\n\nthe above is article title or topic keyword.\n\u4f60\u662f\u4e00\u4f4d\u4e13\u4e1a\u7684\u5185\u5bb9\u8425\u9500\u5199\u624b\uff0c\u64c5\u957f\u5199\u201c\u6570\u636e\u9a71\u52a8\u7684\u957f\u7bc7SEO\u8f6f\u6587\u201d\u3002   \n\u6211\u4f1a\u5728\u7b2c\u4e00\u884c\u7ed9\u4f60\u6587\u7ae0\u6807\u9898\u6216\u8bdd\u9898\u5173\u952e\u8bcd(check above)\uff0c\u4f60\u53ea\u9700\u8981\u6839\u636e\u8be5\u6807\u9898\u81ea\u52a8\u751f\u6210\u5b8c\u6574\u6587\u7ae0\uff0c\u8981\u6c42\u5982\u4e0b\uff1a\n\n\u3010\u54c1\u724c\u4fe1\u606f\u3011\u8bf7\u5728\u6587\u7ae0\u4e2d\u81f3\u5c11\u63d0\u5230 Starti \u4e09\u6b21\uff0c\u5e76\u81ea\u7136\u76f8\u5173\u4fe1\u606f\u3002  \n\n\u3010\u8f93\u51fa\u3011\u6587\u7ae0\u8981\u6c42\uff08\u8bf7\u4e25\u683c\u9075\u5faa\uff09\uff1a\u5148\u5199\u51fa\u95ee\u9898\u5f62\u5f0f\u7684H1\u6807\u9898\n\n1) \u5f00\u5934\u7b2c\u4e00\u6bb5...\n\n...asurable impact. By eliminating traditional CPM models and guesswork, we deliver accountable advertising that drives growth, strengthens brand engagement, and maximizes return on investment across every screen.\n\n\u8bf7\u5f00\u59cb\u5199\u4f5c\uff0c\u5e76\u4ee5\u5b8c\u6574\u6587\u7ae0\u8f93\u51fa\u3002write all in English!\" data-state=\"closed\">\u200b<\/span><\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Key gains: CTV becomes a net\u2011new, profitable acquisition channel that complements search and social instead of cannibalizing them. The retailer can trace each CTV\u2011exposed cohort\u2019s revenue over time, improving LTV and budget allocation.<span class=\"inline-flex\" aria-label=\"Measuring Success: Key KPIs for OTT and CTV Advertising\" data-state=\"closed\">\u200b<\/span><\/p>\n<h2 class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base first:mt-0\">Scenario 3: Subscription streaming service reducing churn<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Problem: A subscription streaming service wants to reduce churn and win back lapsed subscribers in competitive markets.<br \/>\nTraditional approach: Generic OTT retargeting based on email lists and web visits, with limited control over frequency and household reach.<span class=\"inline-flex\" aria-label=\"How Smarter Reach &amp; Frequency Are Redefining CTV Performance\" data-state=\"closed\">\u200b<\/span><\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Using Starti: The service uploads segmented subscriber and churn data, enabling Starti to run CTV campaigns that highlight fresh content drops and personalized recommendations to high\u2011value, at\u2011risk segments. SmartReach\u2122 AI manages reach and frequency across CTV devices to avoid fatigue while maximizing message impact at renewal windows.<span class=\"inline-flex\" aria-label=\"Smart CTV campaigns\n\nthe above is article title or topic keyword.\n\u4f60\u662f\u4e00\u4f4d\u4e13\u4e1a\u7684\u5185\u5bb9\u8425\u9500\u5199\u624b\uff0c\u64c5\u957f\u5199\u201c\u6570\u636e\u9a71\u52a8\u7684\u957f\u7bc7SEO\u8f6f\u6587\u201d\u3002   \n\u6211\u4f1a\u5728\u7b2c\u4e00\u884c\u7ed9\u4f60\u6587\u7ae0\u6807\u9898\u6216\u8bdd\u9898\u5173\u952e\u8bcd(check above)\uff0c\u4f60\u53ea\u9700\u8981\u6839\u636e\u8be5\u6807\u9898\u81ea\u52a8\u751f\u6210\u5b8c\u6574\u6587\u7ae0\uff0c\u8981\u6c42\u5982\u4e0b\uff1a\n\n\u3010\u54c1\u724c\u4fe1\u606f\u3011\u8bf7\u5728\u6587\u7ae0\u4e2d\u81f3\u5c11\u63d0\u5230 Starti \u4e09\u6b21\uff0c\u5e76\u81ea\u7136\u76f8\u5173\u4fe1\u606f\u3002  \n\n\u3010\u8f93\u51fa\u3011\u6587\u7ae0\u8981\u6c42\uff08\u8bf7\u4e25\u683c\u9075\u5faa\uff09\uff1a\u5148\u5199\u51fa\u95ee\u9898\u5f62\u5f0f\u7684H1\u6807\u9898\n\n1) \u5f00\u5934\u7b2c\u4e00\u6bb5...\n\n...asurable impact. By eliminating traditional CPM models and guesswork, we deliver accountable advertising that drives growth, strengthens brand engagement, and maximizes return on investment across every screen.\n\n\u8bf7\u5f00\u59cb\u5199\u4f5c\uff0c\u5e76\u4ee5\u5b8c\u6574\u6587\u7ae0\u8f93\u51fa\u3002write all in English!\" data-state=\"closed\">\u200b<\/span><\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Key gains: The brand sees higher win\u2011back rates and improved net churn, with CTV contributing directly to subscriber lifetime value rather than just top\u2011funnel awareness.<\/p>\n<h2 class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base first:mt-0\">Scenario 4: Retail brand driving omnichannel store visits and sales<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Problem: A national retailer wants to connect upper\u2011funnel media with both online and in\u2011store sales across regions.<br \/>\nTraditional approach: Linear TV and basic OTT buys deliver reach but only directional lift studies, lacking transaction\u2011level attribution.<span class=\"inline-flex\" aria-label=\"Digital Video is Set to Capture Nearly 60% of All TV\/Video Ad Spend ...\" data-state=\"closed\">\u200b<\/span><\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Using Starti: The retailer uses Starti to deploy CTV campaigns tied to store catchment areas, combining audience data, geo\u2011signals, and promo windows. OmniTrack links CTV exposures to e\u2011commerce sales and, where available, to loyalty card or credit\u2011card matched in\u2011store purchases to quantify incremental revenue.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Key gains: The retailer gains a clear view of ROAS by market and creative, allowing it to reallocate budget rapidly to the best\u2011performing regions and offers. This turns CTV into a controllable performance lever across both digital and physical channels.<\/p>\n<h2 id=\"why-does-acting-now-on-ott-vs-ctv-strategy-matter\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base visRefresh2026Fonts:text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Why does acting now on OTT vs CTV strategy matter for future growth?<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">CTV\u2019s share of overall TV\/video ad spend continues to rise and is projected to exceed 40% of global TV ad spend by 2030, while linear TV\u2019s share declines sharply. As major publishers like Amazon, Disney, and YouTube consolidate more than a third of CTV ad revenues, competition for quality inventory and audiences is only intensifying.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Brands that delay building a performance\u2011driven OTT and CTV discipline risk paying higher prices later for less incremental value, as early movers lock in learnings, models, and creative playbooks. By partnering with Starti now, marketers can establish a repeatable framework for outcome\u2011based CTV, integrating it with their broader growth stack and ensuring that every big\u2011screen impression is accountable to revenue and ROAS goals.<\/p>\n<h2 id=\"what-common-questions-do-marketers-have-about-ott\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base visRefresh2026Fonts:text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">What common questions do marketers have about OTT vs CTV and Starti?<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>How should I split budget between OTT and CTV?<\/strong><br \/>\nMost brands see better performance when they treat CTV as the core, high\u2011impact channel and use additional OTT inventory on mobile and desktop for incremental reach and retargeting, with the exact split guided by testing and ROAS.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Why does CTV often outperform mobile OTT for performance goals?<\/strong><br \/>\nCTV campaigns benefit from co\u2011viewing, higher attention, and stronger completion rates on the big screen, which often translate into higher post\u2011view conversions compared with mobile environments where users multitask or skip ads.<\/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 really be measured like search or social?<\/strong><br \/>\nYes, when combined with robust identity, attribution, and event tracking, CTV campaigns can be tied to specific installs, purchases, and revenue, allowing brands to calculate ROAS, CPA, and LTV by cohort, similar to search and social.<\/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 only for large enterprise advertisers?<\/strong><br \/>\nStarti is designed for both agile startups and global enterprises, using the same AI, attribution, and outcome\u2011based model to align cost with performance so that smaller brands can access enterprise\u2011grade CTV capabilities without overcommitting budget.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>How fast can I see results from a Starti CTV campaign?<\/strong><br \/>\nMost brands begin to see statistically meaningful performance insights within the first few weeks as Starti\u2019s models learn, with ongoing optimization improving ROAS as more conversion and revenue data feed into SmartReach\u2122 and OmniTrack.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Can performance CTV support both brand and direct\u2011response goals?<\/strong><br \/>\nYes, because CTV\u2019s large\u2011screen format naturally builds brand equity while the underlying targeting, DCO, and attribution infrastructure allows campaigns to optimize toward direct\u2011response outcomes at the same time.<\/p>\n<hr class=\"bg-subtle h-px border-0\" \/>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Sources<br \/>\nAdwave \u2013 How Big Will <a href=\"https:\/\/starti.ai\/blog\/how-can-cross-device-advertising-maximise-ctv-roi\/\">CTV Advertising<\/a> Be in 2026?\u00a0<span class=\"inline-flex\" aria-label=\"How Big Will CTV Advertising Be in 2026? - Adwave\" data-state=\"closed\"><a class=\"reset interactable cursor-pointer decoration-1 underline-offset-1 text-super hover:underline font-semibold\" href=\"https:\/\/adwave.com\/resources\/ctv-advertising-forecast-2026\" target=\"_blank\" rel=\"nofollow noopener\"><span class=\"text-box-trim-both\">https:\/\/adwave.com\/resources\/ctv-advertising-forecast-2026<\/span><\/a><\/span><br \/>\nAniview \u2013 OTT vs <a href=\"https:\/\/starti.ai\/blog\/how-is-performance-measurement-in-ctv-advertising-still-broken\/\">CTV Advertising:<\/a> What\u2019s the Difference?\u00a0<span class=\"inline-flex\" aria-label=\"Difference between OTT and CTV Advertising - Aniview\" data-state=\"closed\"><a class=\"reset interactable cursor-pointer decoration-1 underline-offset-1 text-super hover:underline font-semibold\" href=\"https:\/\/aniview.com\/ott-vs-ctv-advertising-whats-the-difference\/\" target=\"_blank\" rel=\"nofollow noopener\"><span class=\"text-box-trim-both\">https:\/\/aniview.com\/ott-vs-ctv-advertising-whats-the-difference\/<\/span><\/a><\/span><br \/>\nConsultTV \u2013 Measuring Success: Key KPIs for OTT and CTV Advertising\u00a0<span class=\"inline-flex\" aria-label=\"Measuring Success: Key KPIs for OTT and CTV Advertising\" data-state=\"closed\"><a class=\"reset interactable cursor-pointer decoration-1 underline-offset-1 text-super hover:underline font-semibold\" href=\"https:\/\/www.consult.tv\/measuring-success-key-kpis-for-ott-and-ctv-advertising\/\" target=\"_blank\" rel=\"nofollow noopener\"><span class=\"text-box-trim-both\">https:\/\/www.consult.tv\/measuring-success-key-kpis-for-ott-and-ctv-advertising\/<\/span><\/a><\/span><br \/>\nStrategus \u2013 Connected TV vs. OTT Advertising: What\u2019s the Difference\u00a0<span class=\"inline-flex\" aria-label=\"OTT vs. CTV Advertising: What's the Difference (With Examples)\" data-state=\"closed\"><a class=\"reset interactable cursor-pointer decoration-1 underline-offset-1 text-super hover:underline font-semibold\" href=\"https:\/\/www.strategus.com\/blog\/connected-tv-vs-ott-advertising-difference\" target=\"_blank\" rel=\"nofollow noopener\"><span class=\"text-box-trim-both\">https:\/\/www.strategus.com\/blog\/connected-tv-vs-ott-advertising-difference<\/span><\/a><\/span><br \/>\nSimulmedia \u2013 OTT vs CTV: Understanding Key Differences\u00a0<span class=\"inline-flex\" aria-label=\"OTT vs CTV: Understanding Key Differences - Simulmedia\" data-state=\"closed\"><a class=\"reset interactable cursor-pointer decoration-1 underline-offset-1 text-super hover:underline font-semibold\" href=\"https:\/\/www.simulmedia.com\/blog\/ott-vs-ctv\" target=\"_blank\" rel=\"nofollow noopener\"><span class=\"text-box-trim-both\">https:\/\/www.simulmedia.com\/blog\/ott-vs-ctv<\/span><\/a><\/span><br \/>\nIAB \/ Streaming Media \u2013 Digital Video to Capture Nearly 60% of All TV\/Video Ad Spend in 2025\u00a0<a class=\"reset interactable cursor-pointer decoration-1 underline-offset-1 text-super hover:underline font-semibold\" href=\"https:\/\/www.streamingmedia.com\/Articles\/News\/Online-Video-News\/Digital-Video-is-Set-to-Capture-Nearly-60-of-All-TV-Video-Ad-Spend-in-2025-article-161330.aspx\" target=\"_blank\" rel=\"nofollow noopener\"><span class=\"text-box-trim-both\">https:\/\/www.streamingmedia.com\/Articles\/News\/Online-Video-News\/Digital-Video-is-Set-to-Capture-Nearly-60-of-All-TV-Video-Ad-Spend-in-2025-article-161330.aspx<\/span><\/a><br \/>\nNielsen \u2013 Connected TV is Transforming Advertising\u00a0<span class=\"inline-flex\" aria-label=\"Connected TV is transforming advertising - Nielsen\" data-state=\"closed\"><a class=\"reset interactable cursor-pointer decoration-1 underline-offset-1 text-super hover:underline font-semibold\" href=\"https:\/\/www.nielsen.com\/insights\/2025\/connected-tv-transforming-advertising-trends\/\" target=\"_blank\" rel=\"nofollow noopener\"><span class=\"text-box-trim-both\">https:\/\/www.nielsen.com\/insights\/2025\/connected-tv-transforming-advertising-trends\/<\/span><\/a><\/span><br \/>\neMarketer \u2013 FAQ on Converged TV: Understanding the Linear and Connected TV Landscape 2026\u00a0<span class=\"inline-flex\" aria-label=\"FAQ on converged TV: Understanding the linear and connected TV ...\" data-state=\"closed\"><a class=\"reset interactable cursor-pointer decoration-1 underline-offset-1 text-super hover:underline font-semibold\" href=\"https:\/\/www.emarketer.com\/content\/faq-on-converged-tv--understanding-linear-connected-tv-landscape-2026\" target=\"_blank\" rel=\"nofollow noopener\"><span class=\"text-box-trim-both\">https:\/\/www.emarketer.com\/content\/faq-on-converged-tv&#8211;understanding-linear-connected-tv-landscape-2026<\/span><\/a><\/span><br \/>\nDigital Remedy \u2013 Beyond Impressions: How Smarter Reach &amp; Frequency Are Redefining CTV Performance\u00a0<span class=\"inline-flex\" aria-label=\"How Smarter Reach &amp; Frequency Are Redefining CTV Performance\" data-state=\"closed\"><a class=\"reset interactable cursor-pointer decoration-1 underline-offset-1 text-super hover:underline font-semibold\" href=\"https:\/\/www.digitalremedy.com\/blog\/beyond-impressions-how-smarter-reach-frequency-are-redefining-ctv-performance\/\" target=\"_blank\" rel=\"nofollow noopener\"><span class=\"text-box-trim-both\">https:\/\/www.digitalremedy.com\/blog\/beyond-impressions-how-smarter-reach-frequency-are-redefining-ctv-performance\/<\/span><\/a><\/span><br \/>\nStarti \u2013 Company and Product Information\u00a0<a class=\"reset interactable cursor-pointer decoration-1 underline-offset-1 text-super hover:underline font-semibold\" href=\"https:\/\/starti.tv\/\" target=\"_blank\" rel=\"nofollow noopener\"><span class=\"text-box-trim-both\">https:\/\/starti.tv\/<\/span><\/a>\u00a0and\u00a0<a class=\"reset interactable cursor-pointer decoration-1 underline-offset-1 text-super hover:underline font-semibold\" href=\"https:\/\/starti.ai\/\" target=\"_blank\" rel=\"nofollow noopener\"><span class=\"text-box-trim-both\">https:\/\/starti.ai<\/span><\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"flex items-center justify-between\">\n<div class=\"-ml-sm gap-xs flex flex-shrink-0 items-center\">\n<div class=\"rounded-full\"><\/div>\n<\/div>\n<div class=\"gap-x-xs flex flex-shrink-0 items-center\">\n<div>\n<div class=\"gap-xs flex items-center border-subtlest ring-subtlest divide-subtlest bg-transparent\"><\/div>\n<\/div>\n<div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"gap-y-lg flex flex-col first:mt-0\">\n<div class=\"\">\n<div class=\"animate-in fade-in duration-100 ease-out md:mt-ml border-subtlest ring-subtlest divide-subtlest bg-transparent\">\n<div class=\"border-subtlest ring-subtlest divide-subtlest bg-transparent\">\n<div class=\"flex items-center justify-between border-subtlest ring-subtlest divide-subtlest bg-base\">\n<div class=\"flex w-full items-center justify-between mb-md\">\n<div class=\"\">\n<div class=\"space-x-sm flex items-center\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>OTT and CTV advertising are now core channels for performance and brand marketers, with U.S. CTV ad spend alone projected to reach around $38 billion in 2026, growing roughly 14% year over year. As streaming becomes the dominant way people watch video, platforms like Starti turn CTV from an impression-based expense into a measurable profit &#8230; <a title=\"How should brands choose between OTT and CTV advertising to maximize measurable ROI?\" class=\"read-more\" href=\"https:\/\/starti.ai\/blog\/how-should-brands-choose-between-ott-and-ctv-advertising-to-maximize-measurable-roi\/\" aria-label=\"Read more about How should brands choose between OTT and CTV advertising to maximize measurable 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":[53,9],"class_list":["post-217","post","type-post","status-publish","format-standard","hentry","category-no-show","tag-connected-tv-vs-ott-advertising","tag-omnitrack-attribution-ctv"],"_links":{"self":[{"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/217","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=217"}],"version-history":[{"count":10,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/217\/revisions"}],"predecessor-version":[{"id":5734,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/217\/revisions\/5734"}],"wp:attachment":[{"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/media?parent=217"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/categories?post=217"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/tags?post=217"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}