OTT vs CTV: Key Differences, Similarities, and What They Mean for Your Marketing Strategy in 2025
Mary Gabrielyan
August 11, 2025
17
minutes read
If you're planning digital video campaigns in 2025, you've likely encountered the terms OTT and CTV thrown around interchangeably. While these streaming technologies share DNA, knowing the difference is the key to moving from “just live” to campaigns that actually drive results.
The streaming wars have evolved into something far more nuanced than Netflix versus cable. The current media ecosystem presents advertisers with a $343.82 billion opportunity in the United States alone—but only if they know how to navigate it. As viewers abandon linear TV at record rates (with streaming capturing 38.8% of total TV usage), marketers face a critical decision: where exactly should their ad dollars go?
This decision isn’t as simple as picking a platform. OTT (Over-the-Top) and CTV (Connected TV)are often lumped together, but they play distinct roles in content delivery and audience targeting. OTT describes the method—streaming content directly over the internet, bypassing traditional cable or satellite. CTV refers to the device—that smart TV or streaming stick that brings Netflix, Hulu, and dozens of other services to the big screen.
This distinction matters more than ever. With CTV ad spending projected to hit $33.35 billion in 2025 and 200 million US households now streaming-enabled, the stakes for getting your strategy right have never been higher. The convergence of premium content, advanced targeting capabilities, and measurable outcomes has created an advertising channel that combines television's impact with digital's precision.
But success requires more than just shifting budgets from linear TV to streaming. The fragmented nature of this space—with 377 independent OTT providers in the US market—demands strategic thinking about where and how to deploy campaigns. Factor in the challenges of cross-device attribution, varying ad formats, and the emergence of shoppable TV, and the need for clarity becomes even more pressing.
This guide delivers the essentials: what is the difference between CTV and OTT, how they really work, what makes each valuable, and how to craft campaigns that don’t just show up but stand out. In 2025, streaming ad success comes down to one thing—strategy that works.
What is OTT?
Over-the-Top (OTT) refers to any streaming service that delivers video content directly through the internet, bypassing traditional cable or satellite distribution. Think of it as the delivery method that made cord-cutting possible. When you watch Netflix on your laptop, stream Disney+ on your phone, or catch up on Peacock through your gaming console, you're using OTT technology.
The term "over-the-top" originated from the idea of going over and above traditional broadcast methods. OTT encompasses all internet-delivered video content, regardless of the device you're using to watch it. This includes:
Subscription services (SVOD): Netflix, Disney+, Max, Apple TV+
Ad-supported platforms (AVOD): Peacock's free tier, Tubi, Pluto TV
Transactional services (TVOD): Amazon Prime Video rentals, Apple iTunes purchases
Free ad-supported TV (FAST): Samsung TV Plus, Roku Channel, Amazon Freevee
What makes OTT particularly powerful for advertisers is its device-agnostic nature. A single OTT campaign can reach viewers across smartphones, tablets, computers, gaming consoles, and smart TVs.
This flexibility has helped OTT capture 71% of the US population, with three-quarters of users maintaining multiple subscriptions simultaneously.
The technology behind OTT is relatively straightforward: content travels from servers through content delivery networks (CDNs) to reach viewers via broadband internet. No cable box required, no satellite dish needed. Just an internet connection and a compatible device. This direct-to-consumer approach has fundamentally changed how content creators distribute programming and how advertisers think about video campaigns.
What is CTV?
Connected TV (CTV) specifically refers to television sets that can stream digital content through an internet connection. This includes smart TVs with built-in streaming capabilities and traditional TVs connected through external devices like Roku, Amazon Fire TV, Apple TV, or gaming consoles. If you're watching streaming content on an actual television screen, you're using CTV.
The distinction matters because CTV represents the convergence of traditional TV viewing habits with modern streaming technology. Viewers still gather in living rooms, still watch on large screens, still enjoy the communal experience of television—but now with on-demand access to thousands of content options.
Key CTV devices and platforms include:
Smart TVs: Samsung, LG, Vizio, Sony (with built-in operating systems)
Streaming devices: Roku, Amazon Fire TV, Apple TV, Chromecast
Gaming consoles: PlayStation, Xbox, Nintendo Switch
Set-top boxes: Cable company streaming boxes, Android TV boxes
The main difference between CTV and OTT is the viewing environment itself. CTV viewing typically happens in a lean-back, focused setting where viewers are more likely to watch content from start to finish.
This creates unique advantages for advertisers: completion rates for CTV ads often reach 90%+, and the big-screen format allows for premium, television-quality creative.
The numbers underscore CTV's dominance in streaming: 152 million Americans access CTV content through smart TVs, making it the primary way people consume streaming content. Unlike mobile or desktop viewing, CTV viewing patterns mirror traditional TV behavior—longer viewing sessions, less multitasking, and higher attention levels.
While OTT and CTV share the common ground of streaming video, their advertising capabilities diverge in significant ways. Understanding these differences helps advertisers choose the right approach for their campaign objectives and audience behaviors.
OTT operates as a content delivery mechanism that works across any internet-connected device. When you run an OTT campaign, your ads can appear on smartphones during commutes, tablets in bed, laptops at work, or TVs in living rooms. The focus is on reaching viewers wherever they consume streaming content.
CTV, by contrast, is device-specific—your ads only appear on television screens. This limitation is also its strength. CTV guarantees that your message appears in a premium viewing environment, typically on the largest screen in the home, where viewing sessions average 123.4 minutes daily compared to shorter mobile sessions.
The technical infrastructure differs too. OTT campaigns must account for varying screen sizes, connection speeds, and device capabilities. A single creative might need to work on a 6-inch phone screen and a 65-inch TV. CTV campaigns can optimize specifically for the television experience, with consistent resolution, aspect ratios, and viewing distances.
OTT vs CTV user experience
Viewing context shapes everything about how audiences engage with ads. OTT viewing happens everywhere—on buses, in waiting rooms, during lunch breaks. Viewers might watch with headphones, without sound, or while simultaneously scrolling social media. This fragmented attention requires different creative strategies.
CTV viewing recreates the traditional TV experience with modern advantages. People settle in for longer viewing sessions, often watching with others. The remote control, not a touchscreen, drives navigation.
This lean-back environment leads to 46% ad recall rates compared to lower rates on mobile devices where distractions abound.
Sound plays differently too. CTV viewers typically watch with full audio, making sound design crucial. Mobile OTT viewers often watch on mute, requiring captions or visual-first storytelling. These behavioral differences directly impact creative effectiveness and message retention.
CTV vs OTT advertising formats & placement
OTT advertising formats vary dramatically by device. Mobile and desktop OTT supports interactive ad units, clickable overlays, and companion banners alongside video content. Viewers can tap to learn more, swipe to shop, or interact with playable ad formats. These capabilities make OTT particularly effective for direct response campaigns.
CTV advertising mirrors traditional TV commercial breaks but with digital precision. Ads typically run as non-skippable 15 or 30-second spots within ad pods. While less interactive than mobile OTT, CTV ads benefit from remarkable completion rates. The emergence of QR codes and shoppable TV features is beginning to bridge the interaction gap, allowing viewers to engage using their phones as a second screen.
Placement timing also differs. OTT platforms might serve ads based on user behavior—pausing a show, opening an app, or completing an episode. CTV follows more traditional pod-based placement, with pre-roll, mid-roll, and post-roll positions that viewers expect from their TV experience.
{{ovck-1="/tables"}}
Targeting options in connected TV vs OTT
Both channels offer sophisticated targeting, but implementation varies. OTT targeting can leverage device-level data including app usage, browsing behavior, and location tracking. A fitness brand might target users who've downloaded workout apps, visited gym websites, or traveled to fitness centers.
CTV targeting operates at the household level, using IP addresses and viewing data to build audience segments. This household focus allows for family-level targeting strategies but with less individual precision than mobile OTT. However, CTV makes up for this with premium content alignment—placing luxury car ads within high-end programming where affluent households congregate.
Cross-device identification helps bridge these approaches, connecting the same user across their phone (OTT) and living room TV (CTV). This enables sequential messaging strategies where awareness builds on CTV and drives action through mobile OTT retargeting.
Example scenarios
Scenario 1: Quick-service restaurant promoting a limited-time offer
OTT approach: Target mobile users within a 3-mile radius during lunch hours with clickable ads leading to mobile ordering
CTV approach: Build awareness through appetite-appeal creative during evening programming, with QR codes for next-day ordering
Scenario 2: Automotive brand launching a new model
OTT approach: Retarget users who've researched competitors across all their devices with interactive 360-degree vehicle tours
CTV approach: Premium placement during live sports with cinematic creative showcasing the driving experience
Scenario 3: E-commerce fashion retailer during holiday season
OTT approach: Dynamic product ads on mobile showing items users browsed, with direct shopping links
CTV approach: Brand-building creative on TV screens with QR codes driving to mobile-optimized landing pages
{{ovck-2="/tables"}}
Where OTT and CTV overlap
The relationship between OTT and CTV is complementary. As discussed, CTV is actually a subset of OTT, representing the television-based portion of over-the-top streaming. Every CTV impression is an OTT impression, but not every OTT impression happens on CTV.
This overlap creates powerful opportunities for advertisers. A viewer might discover your brand through a CTV ad during their evening Netflix session, then encounter retargeted messaging on their phone's Hulu app during tomorrow's commute. Same OTT ecosystem, different devices, continuous brand presence.
Major streaming platforms capitalize on this convergence. Netflix, Disney+, and Amazon Prime Video deliver content across all devices (OTT) while optimizing experiences for TV viewing (CTV). Their ad platforms don't force advertisers to choose—campaigns flow across devices based on where viewers watch.
The technical infrastructure increasingly supports this unified approach. Programmatic platforms like The Trade Desk and Amazon DSP allow buyers to manage OTT campaigns holistically, with device-specific optimizations happening automatically. Identity resolution services from companies like LiveRamp connect viewing across devices, enabling true cross-device frequency capping and attribution.
For advertisers, this overlap means thinking in terms of viewer journeys rather than device silos. The most effective campaigns leverage CTV's impact for awareness and consideration, while using mobile and desktop OTT for lower-funnel actions. A coordinated approach delivers the reach of OTT with the premium experience of CTV, maximizing both brand building and performance outcomes.
Business benefits of OTT and CTV ads
The shift to streaming advertising is about accessing capabilities that traditional TV never offered. With 246.5 million OTT users in the United States and household penetration approaching saturation, these platforms deliver both scale and sophistication.
Reach & audience targeting
The numbers paint a clear picture of streaming's dominance: 99% of US households pay for at least one streaming service, with CTV reaching more than 200 million households in 2025. This is a targeted reach that makes every impression count.
Traditional TV buys audiences in broad strokes: adults 25-54, households with income over $75,000. OTT and CTV flip this model entirely. Advertisers can now target based on:
Content preferences: Documentary watchers, reality TV fans, sports enthusiasts
Life events: New movers, expecting parents, recent graduates
Custom audiences: CRM list matching, lookalike modeling, competitor conquesting
This precision cuts waste dramatically.
When 38% of advertisers cite precision targeting as OTT/CTV's top benefit, they're recognizing a fundamental shift in how TV advertising works.
The audience-first approach also solves reach challenges. Cord-cutters and cord-nevers—increasingly affluent and young—have abandoned linear TV entirely. OTT and CTV provide the only scaled method to reach these valuable audiences with full-sight, sound, and motion video creative.
Personalization and cross-device strategies
Dynamic creative changes everything about relevance. Where linear TV shows the same ad to everyone, OTT and CTV can customize messages at the household level. A viewer in Miami sees different offers than one in Seattle. A Spanish-speaking household receives culturally relevant creative. Previous customers get retention messages while prospects see acquisition offers.
This personalization extends across the entire customer journey. Consider a travel brand's sophisticated approach:
Awareness stage: CTV ad showcases breathtaking destination footage during evening viewing
Consideration phase: Mobile OTT retargeting with interactive galleries of hotel options
Decision moment: Desktop OTT serves booking incentives with countdown timers
Post-purchase: CTV delivers trip preparation content and upgrade opportunities
Cross-device orchestration multiplies impact. Identity resolution technology connects the dots between a smart TV, three smartphones, two tablets, and a laptop in the same household. Advertisers can finally manage frequency holistically—preventing the annoyance of seeing the same ad 20 times while ensuring sufficient exposure for message retention.
Real-world results validate this approach. Brands implementing cross-device strategies see conversion rates improve significantly (sometimes up to 230%) compared to single-device campaigns. The ability to track a viewer from CTV awareness to mobile conversion creates closed-loop attribution previously impossible with television advertising.
Engagement & brand safety
The viewing environment makes all the difference. While social media users scroll past ads in milliseconds, CTV viewers watch ads to completion 90%+ of the time. This isn't just about non-skippable formats—it's about the lean-back, focused attention that comes with TV viewing.
Premium environments protect brand reputation. Major streaming platforms invest heavily in content quality and moderation. Unlike user-generated content platforms where ads might appear next to questionable content, OTT and CTV ads run within professionally produced, brand-safe programming.
In fact, 53% of advertisers consider CTV/OTT more brand-safe than social media environments.
Engagement metrics tell the story:
46% ad recall for streaming TV ads versus significantly lower rates on social platforms
70%+ brand lift in awareness metrics for well-executed CTV campaigns
2-3x higher purchase intent compared to mobile display advertising
Ad formats respect the viewing experience. Rather than intrusive pop-ups or autoplay videos that users rush to close, CTV ads appear where viewers expect them—during natural content breaks. This contextual placement, combined with TV-quality creative, drives the kind of brand consideration that performance-focused digital channels struggle to achieve.
Premium content access
Content quality attracts audience quality. The streaming wars have pushed platforms to invest billions in original programming, creating environments where premium brands want to appear. Ad-supported tiers on Netflix, Disney+, and Amazon Prime Video opened inventory previously unavailable to advertisers.
This isn't just about prestige but audience composition. Viewers paying for multiple streaming services index higher on income, education, and purchase power. When your ad runs during the latest Netflix series or Prime Video's Thursday Night Football, you're reaching audiences in their most receptive moments.
Live sports streaming represents a particular opportunity. With viewership exceeding 90 million in 2025, sports content delivers:
Appointment viewing: Known audience spikes for planning and buying
Engaged audiences: Lower ad avoidance during can't-miss moments
Premium pricing justification: Higher CPMs offset by superior performance
Content alignment amplifies message impact. A cooking brand advertising during food programming sees 3x higher engagement than random placement. Fitness brands capitalizing on New Year's resolutions through targeted January campaigns on health-focused content report 40% higher conversion rates.
Nike's "New Year, New You" campaign, which used motivational videos and personalized workout plans, led to a 25% increase in downloads of its fitness app and a 30% growth in engagement.
Challenges and limitations
Success in OTT and CTV advertising requires acknowledging the obstacles. The ecosystem's rapid growth has created complexity that even sophisticated advertisers struggle to manage:
Fragmentation tops the challenge list. With 377 independent OTT providers in the US market, advertisers face:
Walled gardens: Amazon, Roku, and Samsung guard their data jealously
Inconsistent metrics: No standard measurement across platforms
Frequency management nightmares: 37% of advertisers cite this as their top frustration
Manual campaign management: Each platform requires separate insertion orders, creative specs, and reporting
Measurement remains maddeningly complex. While OTT/CTV offers more data than linear TV, connecting TV ad exposure to business outcomes requires sophisticated attribution modeling. The typical journey from CTV impression to mobile conversion involves multiple touchpoints, devices, and identity resolution challenges. Privacy regulations and the death of third-party cookies compound these difficulties.
Ad fraud threatens budget efficiency. The premium CPMs of CTV—often $25-45 versus $5-10 for standard video—attract sophisticated criminals. Schemes like ICEBUCKET generated 1.9 billion fraudulent ad requests daily before detection. While verification services help, advertisers must budget 10-15% above media costs for fraud prevention and brand safety tools.
Technical limitations frustrate creative ambitions. Despite promises of interactivity:
Budget barriers exclude smaller advertisers. Between high CPMs, minimum spend requirements, and the need for multiple platform buys to achieve reach, meaningful CTV campaigns often require $100,000+ monthly budgets. This creates a divide between enterprises leveraging full capabilities and smaller brands forced to choose limited tactics.
The human element compounds these challenges. Finding talent with expertise across traditional TV buying, programmatic platforms, and streaming-specific nuances proves difficult.
A survey by the World Federation of Advertisers (WFA) and MediaSense found that nearly half (48%) of all marketing industry stakeholders believe the industry is facing its 'worst-ever' talent crisis, with 77% admitting their own teams are understaffed.
Measuring performance and analytics
The shift from traditional TV's broad estimates to streaming's granular data creates both opportunity and complexity. Success inOTT and CTVrequires moving beyond vanity metrics to measurements that connect ad exposure to business outcomes. With the right approach, advertisers can finally answer the question that has plagued TV advertising for decades: did it actually work?
Key metrics to track
The metrics that matter depend entirely on your campaign objectives. While traditional TV focused on reach and frequency, OTT and CTV enable tracking across the entire marketing funnel—from awareness through conversion.
Unique reach: The unduplicated audience exposed to your campaign across all devices
Frequency distribution: Not just average frequency, but how exposure spreads across your audience
Share of voice: Your brand's presence relative to competitors within your target segments
Incremental reach: New audiences reached beyond linear TV buys
Mid-funnel metrics reveal engagement quality:
Attention metrics: Room-level data showing whether TVs played to empty rooms or engaged viewers
Sequential messaging completion: Percentage of audiences exposed to your full story arc across episodes
Cross-device actions: Viewers who engaged with your brand on other devices after CTV exposure
Brand lift indicators: Real-time shifts in awareness, consideration, and purchase intent
Lower-funnel metrics prove business impact:
View-through conversions: Actions taken within your attribution window after ad exposure
Cost per incremental visitor: The true cost of driving new traffic, not just correlations
Revenue per thousand impressions (RPM): Moving beyond CPM to actual revenue generation
Customer lifetime value impact: How CTV exposure affects long-term customer relationships
Platform-specific performance indicators add nuance. Roku campaigns might prioritize homepage takeover engagement, while YouTube CTV focuses on earned actions like subscriptions. The key is establishing baseline performance before campaigns launch, enabling true lift measurement rather than simple correlation.
Cross-device attribution
The average US household owns 21 connected devices, creating a measurement challenge that traditional TV never faced. A viewer might see your CTV ad on their living room Roku, research on their tablet, and purchase on their phone days later. Without cross-device attribution, you're seeing fragments of success rather than the complete picture.
Modern attribution relies on identity graphs that connect devices within households. Privacy-compliant solutions use deterministic matching (logged-in users across platforms) and probabilistic modeling (IP addresses, viewing patterns) to create unified customer views. The sophistication has reached the point where advertisers can track:
Device sequencing: Understanding whether phone searches follow TV exposure or precede it
Household coordination: Separating individual responses from household-level actions
Time decay modeling: How influence diminishes across hours, days, and weeks
Competitive consideration: Whether your CTV ad interrupted a competitor's purchase journey
The technical implementation requires three components. First, a persistent identifier strategy that respects privacy while maintaining accuracy. Second, real-time data pipelines that capture signals as they happen rather than in batched reports. Third, statistical models that separate correlation from causation—critical when nearly half of conversions happen on devices different from where ads were viewed.
Research from Google highlights the scale of this behavior, indicating that a staggering 65% of retail conversion paths involve multiple devices.
Best-in-class attribution moves beyond last-touch credit. Multi-touch attribution (MTA) distributes value across touchpoints, while media mix modeling (MMM) captures broader market effects. The most sophisticated advertisers combine both approaches, using MTA for tactical optimization and MMM for strategic planning.
{{ovck-3="/tables"}}
Top tools and best practices
The tooling ecosystem for OTT/CTV measurement has matured rapidly, with specialized platforms emerging to address specific challenges. Success requires choosing tools that match your sophistication level and business needs.
Comprehensive measurement platforms:
Innovid and Madhive provide unified dashboards across fragmented inventory
TVSquared (now part of InnovidXP) specializes in TV-to-digital attribution
Tatari focuses on direct-response TV measurement with real-time optimization
EDO measures engagement through search activity and online actions
Identity and attribution specialists:
LiveRamp connects identity across platforms while maintaining privacy
Neustar (TransUnion) provides deterministic matching with offline transaction data
The Trade Desk's Unified ID 2.0 creates open-source identity framework
Verification and quality assurance:
DoubleVerify and IAS ensure ads run in brand-safe environments
Oracle Moat measures viewability and attention metrics
TVision provides person-level engagement data using computer vision
Best practices that separate leaders from laggards
Implement unified measurement from day one. Rather than bolting on attribution after launch, build measurement into campaign architecture. This means placing pixels, setting up conversion tracking, and establishing baselines before spending the first dollar.
Demand transparency across the supply chain. With some platforms taking up to 50% of ad spend in hidden fees, understanding where every dollar goes directly impacts measurable outcomes. Audit your supply path quarterly.
Test incrementally, not just comparatively. A/B testing shows which creative performs better. Incrementality testing proves whether your campaign drives new business or simply claims credit for organic growth. The difference can be substantial in actual impact.
Create feedback loops between measurement and activation. Weekly optimization beats monthly reports. Set up automated rules that shift budget based on performance thresholds, but maintain human oversight for strategic decisions.
Invest in data quality over data quantity. Clean, connected, first-party data outperforms massive third-party segments. Focus on deterministic matches and verified outcomes rather than modeled audiences.
Trends and the future of OTT/CTV
The next phase of streaming advertising will be shaped by artificial intelligence, commerce integration, and viewer empowerment. These aren't distant possibilities—they're capabilities being deployed today by forward-thinking brands and platforms.
AI is fundamentally rewiring how campaigns operate. As detailed in The Rise of AI in TV Advertising, machine learning now handles everything from creative generation to real-time bid optimization.
By 2026, 40% of all digital video ads will be AI-generated, with dynamic creative systems producing thousands of personalized variations from single concepts.
The implications extend beyond efficiency—AI enables predictive performance modeling that anticipates campaign outcomes before launch.
Commerce and content are converging at velocity. Shoppable TV has evolved from QR code experiments to sophisticated integrations where viewers can purchase products directly through their remotes. Walmart's acquisition of Vizio created a closed-loop ecosystem connecting millions of retail locations with living room screens. Amazon's Thursday Night Football broadcasts demonstrate the model: real-time product placement, instant purchasing, and same-day delivery create a new category of performance television.
FAST channels represent the biggest structural shift since cord-cutting began. These free, ad-supported networks mirror traditional TV's channel-surfing experience while delivering streaming's targeting precision.
The global FAST market will exceed $10 billion in ad revenue by 2027, driven by viewers seeking free alternatives to subscription proliferation.
For advertisers, FAST offers premium inventory at scale without the fragmentation challenges of SVOD platforms.
Live sports continues its migration from broadcast to streaming, with 90 million US viewers expected to stream sports in 2025. This shift brings appointment viewing's massive, engaged audiences into targetable, measurable environments. Early movers report higher engagement rates for ads during streaming sports compared to traditional broadcasts.
Measurement evolution accelerates through standardization efforts. The industry is coalescing around common currencies for cross-platform measurement, with initiatives like OpenAP and the ANA's cross-media measurement program gaining momentum. By 2026, advertisers will finally have apples-to-apples comparisons across linear, CTV, and digital video.
The creative canvas expands beyond traditional spots. Interactive overlays, pause ads, and immersive formats leverage streaming's technological capabilities. Virtual product placement retroactively inserts brands into existing content, while AR experiences let viewers explore products in their own spaces.
These trends point toward a future where the distinction between content and commerce, brand and performance, and TV and digital finally dissolves. The winners won't be those who master individual channels, but those who orchestrate experiences across the entire viewer journey.
Conclusion on OTT vs CTV: How to choose the right channel
The choice between OTT and CTV isn’t either/or—it’s about strategy. Most successful campaigns leverage both, but the proportion and approach depend on three critical factors: your campaign objectives, your audience's viewing behaviors, and your measurement requirements.
Start with your campaign goals. If you need immediate action—app downloads, website visits, or e-commerce purchases—OTT's cross-device capabilities and interactive formats provide direct paths to conversion. Mobile and desktop OTT excel at catching audiences in moments of decision, with clickable formats that reduce friction between interest and action. For brand building and awareness objectives, CTV's premium, lean-back environment delivers the impact and recall rates that justify higher CPMs.
Audience behavior dictates channel mix. B2B campaigns targeting professionals might prioritize desktop OTT during business hours, reaching decision-makers on their work devices. Youth-oriented brands often find mobile OTT delivers better engagement, meeting Gen Z where they consume most content. For reaching families and driving household-level decisions, CTV's communal viewing environment creates shared experiences that individual device viewing can't match.
Consider the customer journey stage. Upper-funnel campaigns benefit from CTV's television-quality creative canvas and focused attention. Mid-funnel strategies work well across both channels, using CTV for storytelling and OTT for retargeting based on engagement. Lower-funnel campaigns typically shift budget toward mobile and desktop OTT, where immediate action is just a click away.
Budget realities shape strategy too. CTV's premium CPMs ($25-45) demand larger investments but deliver unmatched completion rates and brand safety. OTT's broader definition includes more affordable inventory across devices, making it accessible for brands with limited budgets. The sweet spot often involves using CTV for hero creative moments while extending reach through more efficient OTT placements.
Measurement capabilities should influence your choice. If proving direct ROI is critical, OTT's clickable formats and device-level tracking provide clearer attribution paths. For brands focused on long-term equity and market share, CTV's similarity to traditional TV measurement makes it easier to compare against historical benchmarks.
The optimal approach uses both channels strategically:
70/30 CTV/OTT split for premium brands prioritizing awareness and consideration
30/70 CTV/OTT split for direct response campaigns requiring immediate action
50/50 balanced approach for full-funnel campaigns targeting diverse audiences
Keep in mind: CTV falls under the OTT umbrella—they’re not rivals. The real challenge is managing both to maximize results. Winners think in terms of viewer journeys, not channel silos.
Need a partner to help choose and refine your OTT/CTV strategy? We’re here to help: just drop us a line.
Let’s keep the conversation going, feel free to reach out:
• Platforms own AI models and train on proprietary data • Brands have little visibility into decision-making • "Walled gardens" restrict data access
• Inefficient ad spend • Limited strategic control • Eroded consumer trust • Potential budget mismanagement
Open Garden framework providing: • Complete transparency • DSP-agnostic execution • Cross-platform data & insights
Optimizing ads vs. optimizing impact
• AI excels at short-term metrics but may struggle with brand building • Consumers can detect AI-generated content • Efficiency might come at cost of authenticity
• Short-term gains at expense of brand health • Potential loss of authentic connection • Reduced effectiveness in storytelling
Smart Supply offering: • Human oversight of AI recommendations • Custom KPI alignment beyond clicks • Brand-safe inventory verification
The illusion of personalization
• Segment optimization rebranded as personalization • First-party data infrastructure challenges • Personalization vs. surveillance concerns
• Potential mismatch between promise and reality • Privacy concerns affecting consumer trust • Cost barriers for smaller businesses
Elevate platform features: • Real-time AI + human intelligence • First-party data activation • Ethical personalization strategies
AI-Driven efficiency vs. decision-making
• AI shifting from tool to decision-maker • Black box optimization like Google Performance Max • Human oversight limitations
• Strategic control loss • Difficulty questioning AI outputs • Inability to measure granular impact • Potential brand damage from mistakes
Managed Service with: • Human strategists overseeing AI • Custom KPI optimization • Complete campaign transparency
Fig. 1. Summary of AI blind spots in advertising
Dimension
Walled garden advantage
Walled garden limitation
Strategic impact
Audience access
Massive, engaged user bases
Limited visibility beyond platform
Reach without understanding
Data control
Sophisticated targeting tools
Data remains siloed within platform
Fragmented customer view
Measurement
Detailed in-platform metrics
Inconsistent cross-platform standards
Difficult performance comparison
Intelligence
Platform-specific insights
Limited data portability
Restricted strategic learning
Optimization
Powerful automated tools
Black-box algorithms
Reduced marketer control
Fig. 2. Strategic trade-offs in walled garden advertising.
Core issue
Platform priority
Walled garden limitation
Real-world example
Attribution opacity
Claiming maximum credit for conversions
Limited visibility into true conversion paths
Meta and TikTok's conflicting attribution models after iOS privacy updates
Data restrictions
Maintaining proprietary data control
Inability to combine platform data with other sources
Amazon DSP's limitations on detailed performance data exports
Cross-channel blindspots
Keeping advertisers within ecosystem
Fragmented view of customer journey
YouTube/DV360 campaigns lacking integration with non-Google platforms
Black box algorithms
Optimizing for platform revenue
Reduced control over campaign execution
Self-serve platforms using opaque ML models with little advertiser input
Performance reporting
Presenting platform in best light
Discrepancies between platform-reported and independently measured results
Consistently higher performance metrics in platform reports vs. third-party measurement
Fig. 1. The Walled garden misalignment: Platform interests vs. advertiser needs.
Key dimension
Challenge
Strategic imperative
ROAS volatility
Softer returns across digital channels
Shift from soft KPIs to measurable revenue impact
Media planning
Static plans no longer effective
Develop agile, modular approaches adaptable to changing conditions
Brand/performance
Traditional division dissolving
Create full-funnel strategies balancing long-term equity with short-term conversion
Capability
Key features
Benefits
Performance data
Elevate forecasting tool
• Vertical-specific insights • Historical data from past economic turbulence • "Cascade planning" functionality • Real-time adaptation
• Provides agility to adjust campaign strategy based on performance • Shows which media channels work best to drive efficient and effective performance • Confident budget reallocation • Reduces reaction time to market shifts
• Dataset from 10,000+ campaigns • Cuts response time from weeks to minutes
• Reaches people most likely to buy • Avoids wasted impressions and budgets on poor-performing placements • Context-aligned messaging
• 25+ billion bid requests analyzed daily • 18% improvement in working media efficiency • 26% increase in engagement during recessions
Full-funnel accountability
• Links awareness campaigns to lower funnel outcomes • Tests if ads actually drive new business • Measures brand perception changes • "Ask Elevate" AI Chat Assistant
• Upper-funnel to outcome connection • Sentiment shift tracking • Personalized messaging • Helps balance immediate sales vs. long-term brand building
• Natural language data queries • True business impact measurement
Open Garden approach
• Cross-platform and channel planning • Not locked into specific platforms • Unified cross-platform reach • Shows exactly where money is spent
• Reduces complexity across channels • Performance-based ad placement • Rapid budget reallocation • Eliminates platform-specific commitments and provides platform-based optimization and agility
• Coverage across all inventory sources • Provides full visibility into spending • Avoids the inability to pivot across platform as you’re not in a singular platform
Fig. 1. How AI Digital helps during economic uncertainty.
Trend
What it means for marketers
Supply & demand lines are blurring
Platforms from Google (P-Max) to Microsoft are merging optimization and inventory in one opaque box. Expect more bundled “best available” media where the algorithm, not the trader, decides channel and publisher mix.
Walled gardens get taller
Microsoft’s O&O set now spans Bing, Xbox, Outlook, Edge and LinkedIn, which just launched revenue-sharing video programs to lure creators and ad dollars. (Business Insider)
Retail & commerce media shape strategy
Microsoft’s Curate lets retailers and data owners package first-party segments, an echo of Amazon’s and Walmart’s approaches. Agencies must master seller-defined audiences as well as buyer-side tactics.
AI oversight becomes critical
Closed AI bidding means fewer levers for traders. Independent verification, incrementality testing and commercial guardrails rise in importance.
Fig. 1. Platform trends and their implications.
Metric
Connected TV (CTV)
Linear TV
Video Completion Rate
94.5%
70%
Purchase Rate After Ad
23%
12%
Ad Attention Rate
57% (prefer CTV ads)
54.5%
Viewer Reach (U.S.)
85% of households
228 million viewers
Retail Media Trends 2025
Access Complete consumer behaviour analyses and competitor benchmarks.
Identify and categorize audience groups based on behaviors, preferences, and characteristics
Michaels Stores: Implemented a genAI platform that increased email personalization from 20% to 95%, leading to a 41% boost in SMS click through rates and a 25% increase in engagement.
Estée Lauder: Partnered with Google Cloud to leverage genAI technologies for real-time consumer feedback monitoring and analyzing consumer sentiment across various channels.
High
Medium
Automated ad campaigns
Automate ad creation, placement, and optimization across various platforms
Showmax: Partnered with AI firms toautomate ad creation and testing, reducing production time by 70% while streamlining their quality assurance process.
Headway: Employed AI tools for ad creation and optimization, boosting performance by 40% and reaching 3.3 billion impressions while incorporating AI-generated content in 20% of their paid campaigns.
High
High
Brand sentiment tracking
Monitor and analyze public opinion about a brand across multiple channels in real time
L’Oréal: Analyzed millions of online comments, images, and videos to identify potential product innovation opportunities, effectively tracking brand sentiment and consumer trends.
Kellogg Company: Used AI to scan trending recipes featuring cereal, leveraging this data to launch targeted social campaigns that capitalize on positive brand sentiment and culinary trends.
High
Low
Campaign strategy optimization
Analyze data to predict optimal campaign approaches, channels, and timing
DoorDash: Leveraged Google’s AI-powered Demand Gen tool, which boosted its conversion rate by 15 times and improved cost per action efficiency by 50% compared with previous campaigns.
Kitsch: Employed Meta’s Advantage+ shopping campaigns with AI-powered tools to optimize campaigns, identifying and delivering top-performing ads to high-value consumers.
High
High
Content strategy
Generate content ideas, predict performance, and optimize distribution strategies
JPMorgan Chase: Collaborated with Persado to develop LLMs for marketing copy, achieving up to 450% higher clickthrough rates compared with human-written ads in pilot tests.
Hotel Chocolat: Employed genAI for concept development and production of its Velvetiser TV ad, which earned the highest-ever System1 score for adomestic appliance commercial.
High
High
Personalization strategy development
Create tailored messaging and experiences for consumers at scale
Stitch Fix: Uses genAI to help stylists interpret customer feedback and provide product recommendations, effectively personalizing shopping experiences.
Instacart: Uses genAI to offer customers personalized recipes, mealplanning ideas, and shopping lists based on individual preferences and habits.
Medium
Medium
Share article
Url copied to clipboard
No items found.
Subscribe to our Newsletter
THANK YOU FOR YOUR SUBSCRIPTION
Oops! Something went wrong while submitting the form.
Questions? We have answers
Can I run the same ad campaign on both OTT and CTV?
You can, but don’t just copy-paste. CTV and OTT cover different screens and user habits. A spot that works on the big screen might underperform on mobile, where viewers ditch longer ads faster. Tailor your creative: use a polished, longer version for CTV, then cut shorter, action-driven assets for mobile and desktop. Each device supports different features—think QR codes for CTV, clickable CTAs for mobile, banners for desktop. Frequency control is key; without it, viewers get bombarded and tune out. Smart frequency capping keeps your message fresh, not repetitive.
Are CTV ads more effective than OTT ads?
Effectiveness depends on your goal. CTV—part of the OTT universe—wins for brand building, with 90%+ completion rates and strong recall. The TV screen commands attention. But if you want quick clicks or app installs, mobile and desktop OTT usually outperform, thanks to native interactivity. Audience and context matter more than channel. Highly targeted CTV outshines broad mobile, but the reverse is true if targeting misses.
Which platforms are considered OTT and which are CTV?
All streaming platforms are OTT, but only those viewed on a TV screen are CTV. Watch Netflix on your phone? That’s OTT. Through your Roku? Now it’s CTV. Reporting must split impressions by device to show true CTV delivery. Some platforms, like YouTube TV and Pluto TV, blur the lines—they’re OTT, but built for the living room.
Is OTT or CTV better for targeted advertising?
Both excel—just in different ways. OTT delivers laser-focused, individual targeting using browsing and location data. CTV targets households, perfect for brands aiming for shared viewing moments or premium positioning. Cross-device strategies bridge the gap, tracking a user from their phone to the family TV. As privacy rules tighten, CTV’s stable, IP-based targeting grows more valuable, while OTT’s logged-in data remains a differentiator.
Will all TV advertising eventually become OTT/CTV?
Streaming’s takeover is inevitable, but not instant. Live sports, cable holdouts, and local news keep linear TV afloat for now. Still, content production, ad tech, and younger audiences have already shifted to streaming. Expect “linear TV” itself to become just another option inside streaming apps. The future is streaming-first—forward-thinking advertisers are preparing now, while keeping a foot in traditional TV as long as the audience is there.
Have other questions?
If you have more questions, contact us so we can help.