Digital Video Advertising Is Eating Your Budget. Here Is How to Make It Work

Digital video advertising works when it is built around a clear commercial objective, the right format for the right moment in the buying experience, and an honest read of what the numbers are actually telling you. Get any one of those three things wrong and you will spend a lot of money producing content that people skip, mute, or never see at all.

The format has matured enormously. Connected TV, short-form social, pre-roll, mid-roll, out-stream, shoppable video: the inventory options are broader than they have ever been, and that breadth is both an opportunity and a trap. More placements do not automatically mean more results. In most campaigns I have reviewed, the problem is not reach. It is relevance, sequencing, and a failure to connect video spend to anything measurable downstream.

Why Most Digital Video Campaigns Underperform

I have sat on both sides of this problem. Running agency teams responsible for video strategy, and sitting in client-side reviews watching senior marketers approve campaigns that looked impressive in the pitch deck but had no real chance of moving the commercial needle. The pattern is almost always the same: the brief starts with a format rather than an objective.

Someone decides the brand needs a YouTube presence, or a TikTok strategy, or a CTV push. The format becomes the answer before the question has been properly asked. Creative gets built around the placement rather than the audience and the moment. Media gets bought against reach and frequency targets that bear little relationship to what the business actually needs to happen.

The result is video that exists. It runs, it serves impressions, it generates a view count that looks respectable in a monthly report. But it does not move product, shift consideration, or build the kind of brand memory that changes purchase behaviour over time.

Digital video advertising, done properly, is one of the most powerful tools available to a marketer. It combines the emotional range of broadcast television with the targeting precision and measurability of digital. But that combination only pays off when the strategy behind it is sound. If you are thinking about where video fits inside a broader commercial growth plan, the Go-To-Market and Growth Strategy hub covers the wider framework in detail.

What the Format Landscape Actually Looks Like

The terminology in digital video has proliferated to the point where it obscures more than it clarifies. Let me be direct about what the main categories are and what each one is actually good for.

In-stream video runs before, during, or after other video content. Pre-roll on YouTube is the most familiar version. The audience is captive for at least the first few seconds, which is both an advantage and a responsibility. You have a very short window to earn attention before the skip button becomes available. Skippable pre-roll rewards creative quality. Non-skippable formats guarantee the view but carry a higher irritation risk if the creative is not worth watching.

Out-stream video appears within editorial content, typically as a video unit that auto-plays in a text article. The audience is not there for video. They are reading something. The bar for stopping them mid-scroll is high, and completion rates reflect that. Out-stream can work for awareness, but it requires honest benchmarking. A 20% completion rate in an out-stream environment is a very different signal than a 20% completion rate on a platform where the user chose to be there.

Social video on platforms like Meta, TikTok, Instagram, and LinkedIn operates in a fundamentally different context. The feed is competitive, the scroll is fast, and the creative conventions are specific to each platform. What works on LinkedIn (longer, more deliberate, more professional) is almost never the same as what works on TikTok (immediate, native-feeling, often creator-led). Treating social video as a single category is a planning error.

Connected TV is the fastest-growing part of the digital video ecosystem. Audiences are watching streaming services on large screens in a lean-back environment. The attention quality is closer to traditional television than it is to social media. Targeting capabilities are significantly better than linear TV. But CTV inventory is still fragmented across platforms, measurement is inconsistent, and CPMs can be high. It is not a shortcut to television-quality impact at digital prices. It is a different channel with its own economics.

Shoppable and interactive video is the category that attracts the most enthusiasm at conferences and the least rigorous evaluation in practice. The ability to embed a purchase action directly into a video unit is genuinely interesting. But it only makes commercial sense in contexts where the audience is already in a buying mindset. Layering a shop button onto a brand awareness video does not create purchase intent where none existed.

Creative Is the Variable That Matters Most

I have managed hundreds of millions in ad spend across thirty industries. If there is one consistent truth across all of that, it is this: in video, creative quality is the single biggest determinant of performance. Not targeting. Not placement. Not bid strategy. Creative.

The industry has a structural problem here. Media agencies get paid on media. Production is often handled separately, sometimes by a different agency, sometimes by an in-house team working to a tight budget. The result is that the thing that matters most, the actual video, is often the thing that gets the least strategic investment.

I saw this clearly when I was running agency teams responsible for both creative and media. When those disciplines were genuinely integrated, when the people buying the media understood the creative and vice versa, performance was materially better. When they were siloed, you got beautiful creative that was impossible to optimise, and optimised media buying that was serving mediocre creative at scale.

The practical implications for creative in digital video are specific. On social platforms, you have roughly two to three seconds to establish relevance before the scroll. That means the opening frame is not a cinematic establishing shot. It is a hook. Brand identity needs to appear early, not at the end. Audio cannot be assumed. Subtitles are not optional. These are not aesthetic preferences. They are functional requirements based on how people actually consume content in these environments.

On CTV, the conventions are different. The audience is settled. They are watching on a large screen, often with household members. The creative can breathe more. Emotional storytelling has room to develop. But the brand still needs to be present and purposeful, not decorative. I have judged enough effectiveness work at the Effie Awards to know that the campaigns that win are not the ones with the biggest production budgets. They are the ones where the creative idea was genuinely connected to a commercial outcome.

How Sequencing Changes the Economics of Video

One of the most underused capabilities in digital video advertising is sequencing: the ability to serve different creative to the same person at different stages of their relationship with your brand. Most advertisers use it poorly or not at all.

The logic is straightforward. Someone who has never heard of your brand needs a different message than someone who has watched 75% of your product video. Someone who has visited your pricing page is in a fundamentally different mental state than someone who clicked on a top-of-funnel awareness ad three weeks ago. Video sequencing lets you match the message to the moment, which is exactly what effective marketing is supposed to do.

In practice, this means thinking about video as a system rather than as individual assets. A three-part sequence might open with a broader brand story, follow up with a more specific product or service message for those who engaged with the first, and close with a direct response creative for those who have shown clear buying signals. Each piece is built for its specific role in the sequence, not as a standalone unit that has to do everything at once.

Platforms like YouTube have made sequencing more accessible than it used to be, and the approach is increasingly available across programmatic video inventory. The barrier is not technical. It is strategic. It requires thinking clearly about the buying experience and being willing to invest in multiple creative variants rather than one hero asset. For brands working with creators on campaign-specific content, resources like Later’s work on creator-led go-to-market campaigns offer a useful lens on how to structure that kind of multi-touch approach.

The Measurement Problem Nobody Wants to Talk About Honestly

Digital video advertising has a measurement problem, and the industry’s response to that problem has been to create a proliferation of metrics that give the impression of precision without delivering it.

View-through attribution is the most obvious example. A user sees a video ad, does not click, and then converts through another channel two weeks later. The video ad gets credit. This is not inherently wrong. Exposure to video advertising does influence behaviour, and last-click attribution systematically undervalues upper-funnel activity. But view-through windows of 30 days applied to broad awareness campaigns will generate attribution numbers that flatter video performance considerably beyond what is actually happening.

Brand lift studies are more honest but still imperfect. They measure self-reported shifts in awareness, consideration, and intent among exposed versus unexposed groups. They tell you something real about how your video is landing, but they do not directly translate into revenue impact. They are a useful diagnostic tool, not a substitute for commercial measurement.

I have always taken the view that marketing does not need perfect measurement. It needs honest approximation. The question is not “can we prove exactly what this video campaign contributed?” The question is “are we making reasonable, evidence-based decisions about where to allocate budget, and are we honest about the uncertainty in our numbers?” Tools like those covered by CrazyEgg on growth measurement approaches and Semrush’s breakdown of growth tooling are useful for thinking about the broader measurement ecosystem, even if they were not designed specifically for video.

The practical approach is to use multiple measurement signals together and to be clear about what each one is and is not telling you. Completion rate tells you whether the creative is holding attention. Brand lift tells you whether the message is landing. Sales data with a reasonable attribution window tells you whether the campaign is contributing to commercial outcomes. No single metric tells the whole story, and anyone who tells you otherwise is selling you something.

Connected TV Deserves Its Own Strategy

CTV is the area of digital video that I see most often mishandled by otherwise competent marketing teams. The typical mistake is to take a social video creative, strip out the captions, and run it on a streaming platform. The result is a 15-second vertical video playing on a 65-inch television in someone’s living room. It looks wrong, it feels wrong, and it performs accordingly.

CTV requires creative that is built for the environment. Horizontal format. High production quality. Sound-on. A narrative structure that can hold attention in a lean-back context. It is closer to traditional television advertising in its creative requirements, which means the production investment is higher. That is not a reason to avoid it. It is a reason to plan for it properly rather than treating it as a cheap extension of your social video budget.

The targeting capabilities in CTV are genuinely impressive relative to linear TV. You can reach specific audience segments, apply frequency caps, exclude existing customers, and layer in first-party data in ways that were simply not possible with traditional broadcast. BCG’s work on commercial transformation and go-to-market strategy makes the broader point that data-driven targeting only creates value when the creative and the strategy behind it are equally sharp.

The measurement challenge in CTV is real. Cross-device attribution, inconsistent measurement standards across streaming platforms, and the absence of click-based tracking all make it harder to connect CTV exposure to downstream outcomes than it is with search or social. That does not mean CTV is unmeasurable. It means you need to be thoughtful about how you set up your measurement framework before the campaign runs, not after.

Where Digital Video Fits in a Growth Strategy

Video advertising is not inherently a brand-building tool or a performance tool. It is both, depending on how you use it. The mistake is treating it as exclusively one or the other.

Early in my career, I was running a paid search campaign for a music festival at lastminute.com. Within roughly a day of launching what was, by today’s standards, a fairly simple campaign, we had generated six figures of revenue. That experience shaped how I think about digital channels: the best ones operate at multiple levels of the funnel simultaneously, and the job is to understand which lever you are pulling at any given moment.

Digital video can build brand salience at scale, which is the kind of long-term commercial infrastructure that makes performance marketing more efficient over time. It can also drive direct response when the creative, the targeting, and the placement are aligned with a high-intent audience. Treating it as only one of those things leaves value on the table.

The practical question is budget allocation. How much of your video investment goes to upper-funnel brand activity, and how much goes to lower-funnel conversion-oriented creative? There is no universal answer. It depends on your category, your competitive position, your brand strength, and your growth stage. A challenger brand in a low-awareness category needs to weight heavily toward brand building. An established brand with strong consideration scores but a conversion problem needs to weight differently.

What I would push back on is the tendency to default to pure performance video because it is easier to measure. Easier to measure is not the same as more effective. Some of the most commercially valuable video activity is the hardest to attribute precisely, and cutting it because it does not show up cleanly in a dashboard is a short-term decision with long-term consequences. The broader thinking on how video fits into a growth architecture is something I cover in more depth across the Go-To-Market and Growth Strategy section of The Marketing Juice.

The Operational Reality of Running Video at Scale

When I was growing an agency from twenty to a hundred people, one of the things that became clear very quickly was that the operational infrastructure behind a campaign matters as much as the strategy. This is especially true in digital video, where the volume of creative variants, the complexity of platform-specific requirements, and the pace of optimisation can easily overwhelm a team that is not set up to handle it.

Running video advertising at scale means having clear processes for creative versioning, a disciplined approach to asset management, and a shared understanding between creative and media teams about what success looks like at each stage of the campaign. It means building measurement frameworks before you launch, not retrofitting them afterwards. And it means having the organisational honesty to kill creative that is not working rather than defending it because it cost a lot to produce.

Creator partnerships are increasingly part of the operational picture too. Brands working with creators on video content can move faster and produce more platform-native material than traditional production pipelines allow. But creator-led video requires its own governance: clear briefs, brand safety parameters, and a realistic understanding of what a creator’s audience will and will not accept. Later’s resources on creator-led campaign planning are worth reviewing if this is an area you are building into your video strategy.

The BCG perspective on aligning marketing and commercial functions is relevant here too. Video advertising does not exist in isolation. It sits inside a broader commercial system, and the organisations that get the most from it are the ones where marketing, sales, and finance are aligned on what video is supposed to achieve and how success will be measured.

About the Author

Keith Lacy is a marketing strategist and former agency CEO with 20+ years of experience across agency leadership, performance marketing, and commercial strategy. He writes The Marketing Juice to cut through the noise and share what works.

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