If you’re running digital video campaigns, you’ve probably wrestled with one of the most common media buying challenges: how do you split your budget between OLV (online video) and OTT (over-the-top) advertising? Both channels are powerful on their own, but together, they can create a full-funnel video strategy that reaches your audience at every touchpoint. The rise of streaming platforms and connected TV has made OLV and OTT more relevant than ever, and brands that master the budget allocation game are seeing significantly better results. Whether you’re a seasoned media buyer or just getting started with video advertising, this guide will walk you through five proven budget split strategies that actually work in today’s complex media landscape.
Understanding OLV and OTT: Key Differences and Why They Work Together
Before diving into budget strategies, it’s essential to understand what makes these two channels distinct. OLV, or online video advertising, refers to video ads that run across digital environments — think pre-roll ads on YouTube, in-stream ads on social platforms like Facebook and Instagram, or video ads on digital news sites. OLV is consumed on desktop and mobile devices and typically carries a lower CPM than OTT.
OTT (over-the-top) advertising refers to ads delivered through streaming services accessed via the internet — bypassing traditional cable or satellite TV. Think Hulu, Peacock, Paramount+, Tubi, and connected TV (CTV) devices like Roku, Amazon Fire TV, and Apple TV. OTT ads are delivered to the living room screen and enjoy a TV-like viewing environment.
Here’s why they complement each other so well:
- Reach: OLV extends reach to mobile and desktop users; OTT captures the living room audience
- Attention: OTT typically sees higher completion rates due to the lean-back viewing experience
- Frequency management: Running both channels helps control frequency without oversaturating one environment
- Targeting: OLV offers strong behavioral and contextual targeting; OTT leverages household-level and ACR data
- Cost efficiency: OLV CPMs are generally lower, making it ideal for broad reach, while OTT delivers premium, unduplicated impressions
When used together strategically, OLV and OTT create a cohesive video ecosystem that reinforces your message across screens, increases brand recall, and drives better overall campaign performance.
Why Your OLV and OTT Budget Split Matters More Than You Think
Many media buyers make the mistake of simply splitting their video budget 50/50 without considering their campaign objectives, audience behavior, or the strengths of each channel. A poorly planned budget split can lead to wasted impressions, underperformance, and missed opportunities to drive real business results.
The right budget allocation between OLV and OTT depends on several key factors:
- Campaign objective: Are you focused on awareness, consideration, or conversion?
- Target audience: Where does your audience spend most of their video viewing time?
- Creative assets: Do you have TV-quality spots (15s or 30s) or shorter digital-first creative?
- Budget size: Smaller budgets may need to prioritize one channel over the other
- Flight duration: Short campaigns vs. always-on strategies require different allocation approaches
- Seasonality: Consumer behavior shifts across seasons impact channel performance
Understanding these factors before you allocate a single dollar is the foundation of a smart OLV and OTT media strategy. Now, let’s get into the five proven strategies. – Maximizing the Power of CTV and OTT in the Online Video Ecosystem: A Comprehensive Guide to Boosting Engagement and Revenue
Strategy 1: The 60/40 Awareness-First Split
This is one of the most widely used approaches for brand awareness campaigns, particularly for advertisers who are new to OTT or those launching a new product or service. The idea is simple: allocate 60% of your video budget to OTT and 40% to OLV.
Why This Split Works for Awareness
OTT delivers ads in a premium, full-screen, non-skippable environment with high completion rates — sometimes exceeding 95%. This makes it ideal for brand storytelling and creating lasting impressions. The lean-back nature of connected TV means viewers are more engaged and receptive to your message.
OLV at 40% extends your reach into digital environments, capturing audiences who may not be heavy TV streamers — particularly younger demographics who spend more time on YouTube, social video, and mobile content. (Learn more about olv)
Best For:
- New brand or product launches
- Campaigns with strong 15–30 second brand spots
- Advertisers shifting budget away from linear TV
- Campaigns targeting households with income $75K+
- Industries like automotive, CPG, financial services, and healthcare
Pro Tips for the 60/40 Split
- Ensure your OTT creative is TV-quality — low production value stands out negatively on large screens
- Use frequency caps on OTT (3–5 exposures per week) to avoid over-saturation
- Layer OLV with retargeting to re-engage OTT viewers who visited your site
- Track reach overlap between channels using your DSP’s cross-channel reporting
Strategy 2: The Funnel-Based Tiered Allocation
This strategy aligns your OLV and OTT budget allocation with your marketing funnel. Instead of applying one split across the entire campaign, you use different ratios at different stages of the consumer journey. This approach is especially powerful for full-funnel advertisers running campaigns over longer periods.
How the Funnel-Based Split Works
- Top of Funnel (Awareness): 70% OTT / 30% OLV — maximize premium reach and brand impact
- Mid Funnel (Consideration): 50% OTT / 50% OLV — balance storytelling with engagement-driving video content
- Bottom of Funnel (Conversion): 30% OTT / 70% OLV — leverage OLV’s stronger click-through capabilities and retargeting options
This tiered approach recognizes that OTT excels at building awareness and brand equity, while OLV is often more effective at driving action and engagement in the lower funnel, thanks to clickable formats and stronger retargeting capabilities.
Best For:
- E-commerce and DTC brands
- Campaigns with 8+ week flights
- Advertisers with full creative suites (long-form for OTT, short-form for OLV)
- Brands with strong CRM and first-party data for retargeting
Implementation Tips
- Set up separate campaigns for each funnel stage rather than blending them together
- Use sequential messaging — ensure OLV retargeting ads reference or build on your OTT story
- Monitor funnel progression in your analytics platform and adjust spend as users move through stages
- Allocate a small test budget (5–10%) to experiment with new formats at each funnel stage
Strategy 3: The Audience-Led OLV Heavy Approach
Sometimes, your audience data should drive your budget split rather than a formula. The audience-led OLV heavy approach puts 65–70% of your video budget into OLV and the remaining 30–35% into OTT. This strategy is most effective when your target audience skews younger, is mobile-first, or is highly active on social video platforms.
When to Go OLV Heavy
This strategy makes sense when your audience data shows:
- 18–34 age demographic dominates your customer base
- Mobile devices account for 60%+ of your website traffic
- Your audience over-indexes on YouTube, TikTok, Instagram Reels, or Snapchat video
- Your product has a short consideration cycle requiring quick, repeated touchpoints
- You’re operating in a highly competitive digital space where bidding for attention is critical
OLV Channels to Prioritize
- YouTube: Massive scale, strong targeting, and lower CPMs than OTT
- Programmatic OLV: Run across premium publisher networks via DSPs like DV360, The Trade Desk, or Xandr
- Social video: Facebook/Instagram in-stream video, TikTok TopView or In-Feed ads
- Contextual OLV: Align video ads with relevant content categories for better brand safety and relevance
Why Include OTT at 30–35%?
Even with an OLV-heavy strategy, you shouldn’t abandon OTT entirely. That 30–35% OTT investment ensures you’re still reaching the growing number of cord-cutters in your target audience who consume most of their video content through streaming platforms. It also adds a premium, high-attention layer to your video mix. – Exploring the Future of Entertainment: How CTV, OTT, and Online Video are Revolutionizing Streaming Services
Strategy 4: The Seasonal Flex Budget Model
This is one of the most underrated strategies in media buying. The seasonal flex model adjusts your OLV-to-OTT ratio based on seasonal consumer behavior, inventory availability, and CPM fluctuations throughout the year. Rather than setting a fixed split at the start of the year, you treat your budget as a flexible pool that shifts between channels based on performance data and market conditions.
Seasonal Budget Allocation Framework
- Q1 (January–March): Go 55% OLV / 45% OTT — CPMs are lower post-holiday, making it a great time to build reach efficiently with OLV while maintaining OTT presence
- Q2 (April–June): Shift to 50% OLV / 50% OTT — balanced approach as the market heats up; test new creative formats
- Q3 (July–September): Move to 45% OLV / 55% OTT — back-to-school and fall programming increases CTV viewership; capitalize on higher OTT engagement
- Q4 (October–December): Push to 40% OLV / 60% OTT — holiday season brings the highest TV streaming viewership of the year; premium OTT placements drive strong brand recall during peak shopping periods
Key Benefits of the Flex Model
- Capitalizes on seasonal CPM efficiency — buy when inventory is cheaper and demand is lower
- Aligns media investment with consumer behavior patterns
- Allows you to respond to competitive pressures in real time
- Prevents over-commitment to a split that may not work year-round
Tools to Support Seasonal Flex Buying
- Use programmatic guaranteed deals for OTT in Q4 — secure premium inventory early before prices spike
- Leverage DSP forecasting tools to anticipate CPM trends by channel and quarter
- Set up automated budget pacing rules to shift spend dynamically based on performance
Strategy 5: The Data-Driven Dynamic Split
The most sophisticated approach on this list, the data-driven dynamic split uses real-time performance data, incrementality testing, and attribution modeling to continuously optimize your OLV-to-OTT ratio throughout the campaign. This strategy is ideal for media buyers who have access to advanced measurement tools and are comfortable with ongoing optimization.
How the Dynamic Split Works
Instead of setting a fixed percentage at the start, you begin with a baseline split (typically 50/50 or based on historical performance) and then adjust weekly or bi-weekly based on the following data signals: (Learn more about olv)
- Completion rate: If OTT is delivering 90%+ completion and OLV is at 60%, shift more budget to OTT for awareness campaigns
- Cost per completed view (CPCV): Identify which channel delivers completed views at the lowest cost
- Brand lift metrics: Use brand lift studies to measure which channel is driving stronger awareness and consideration lift
- Incremental reach: Measure unduplicated reach from each channel and invest more in the one adding net-new audience members
- Conversion attribution: Track view-through conversions from both channels and weight budget toward better-performing environments
Setting Up for Dynamic Optimization
- Establish clear KPIs before launching — decide which metrics will trigger budget shifts
- Set minimum spend thresholds for each channel to avoid starving either environment of data
- Run A/B incrementality tests to isolate the true impact of each channel
- Create a weekly reporting cadence with your team to review data and make allocation decisions
- Use your DSP’s budget optimization features to automate reallocation within predefined guardrails
Best For:
- Large-budget advertisers with $500K+ annual video investment
- Performance-focused brands with strong attribution capabilities
- Media teams with dedicated analytics resources
- Always-on campaigns that run 6–12 months continuously
Measuring OLV and OTT Campaign Success
No matter which budget split strategy you choose, measurement is everything. Without proper tracking and attribution, you won’t know whether your allocation is actually working. Here are the key metrics to monitor across both channels:
OTT Performance Metrics
- Video completion rate (VCR): Aim for 85–95% on OTT
- Reach and frequency: Monitor unique household reach and frequency per week
- Brand lift: Measure aided awareness, message association, and purchase intent lift
- Cost per completed view (CPCV): Benchmark varies by category; typically $0.02–$0.05
- Household match rate: For retargeting, track how many OTT-exposed households take action
OLV Performance Metrics
- View-through rate (VTR): For skippable formats, a 30–40% VTR is strong
- Click-through rate (CTR): Useful for lower-funnel OLV campaigns; benchmark around 0.1–0.3%
- Cost per view (CPV): Monitor efficiency across YouTube and programmatic OLV
- Site traffic lift: Measure web visits attributable to OLV exposure
- Retargeting conversion rate: Track how OLV retargeting converts OTT-exposed audiences
Cross-Channel Measurement Tools
- DSP cross-channel dashboards (The Trade Desk, DV360, Amazon DSP)
- Third-party measurement partners like iSpot.tv, EDO, or TVSquared for OTT attribution
- Brand lift study vendors like Kantar, Nielsen, or Lucid
- Multi-touch attribution platforms like Rockerbox, Northbeam, or Triple Whale
Common Budget Allocation Mistakes to Avoid
Even experienced media buyers make these errors when splitting budgets between OLV and OTT. Being aware of them can save you significant wasted spend:
- Ignoring creative format differences: Running the same 30-second TV spot on OLV without optimizing it for digital environments hurts performance. OLV creative should hook viewers in the first 5 seconds.
- Failing to frequency cap: Without proper caps, you’ll over-expose the same household or user, wasting impressions and causing ad fatigue.
- Treating OTT and CTV as interchangeable: While related, CTV (connected TV) refers specifically to TV sets, while OTT includes all streaming access points. Know where your impressions are actually running.
- Setting and forgetting: Budget splits need regular review. A split that works in month one may underperform by month three as audience behavior shifts.
- Under-investing in measurement: Allocating budget without a proper measurement plan means you’ll never know if your strategy is working.
- Ignoring inventory quality: Especially with OLV, programmatic inventory quality varies significantly. Invest in brand safety tools and curated marketplaces.
Best Practices for Running OLV and OTT Together
To get the most out of your combined OLV and OTT strategy, follow these proven best practices that top media buyers swear by:
- Unify your targeting strategy: Use consistent audience segments across both channels. If you’re targeting in-market auto buyers on OTT, mirror that targeting in your OLV campaigns to reinforce your message.
- Develop channel-specific creative: OTT ads should feel premium and cinematic; OLV ads should be snackable, front-loaded, and designed for digital attention spans.
- Sequence your messaging: Use OTT for broad brand storytelling, then retarget those audiences with OLV ads that drive them to take specific actions.
- Leverage first-party data: Use your CRM data to create custom audiences on both channels. Lookalike modeling works well for both OLV and OTT.
- Maintain consistent brand elements: Ensure your visual identity, messaging, and call-to-action are consistent across both environments to build cumulative brand recall.
- Test, learn, and iterate: Run controlled tests to compare performance across different splits, creative versions, and audience segments. Let data drive your optimization decisions.
- Partner with premium publishers: For OTT, prioritize premium streaming partners with strong audience data. For OLV, work with premium contextual environments that align with your brand.
Final Thoughts
There’s no single “perfect” budget split between OLV and OTT that works for every brand, campaign, or audience. The five strategies outlined here — the 60/40 awareness-first split, the funnel-based tiered allocation, the audience-led OLV heavy approach, the seasonal flex model, and the data-driven dynamic split — each have their place depending on your specific goals and circumstances.
The most successful media buyers are those who stay curious, test aggressively, and let data guide their decisions. Start with a strategy that aligns with your primary objective, build out your measurement framework from day one, and be willing to adjust your allocation as you gather performance insights.
As streaming continues to grow and the digital video landscape evolves, the ability to strategically combine OLV and OTT will become one of the most valuable skills in a media buyer’s toolkit. The brands that master cross-screen video allocation today will be the ones dominating their categories tomorrow.
Ready to put these strategies into action? Start by auditing your current video spend, identifying which strategy aligns with your campaign objectives, and setting up the measurement infrastructure you’ll need to optimize over time. Your audience is watching — make sure you’re reaching them on every screen that matters.
