How D2C Brands Are Using CTV as a Performance Channel, Not Just Awareness

For years, the pitch for Connected TV in India followed a predictable script: it was the “brand awareness” channel, the place you went when you had already won on performance and wanted to spend the leftover budget making the logo feel bigger. Direct-to-consumer brands, obsessed with return on ad spend and customer acquisition cost, treated CTV the way they treated billboards — nice to have, hard to measure, and definitely not something you’d trust with money that needed to convert. That assumption is now falling apart, and it’s falling apart because the D2C brands themselves stopped waiting for the ad tech industry to catch up and started building the measurement infrastructure they needed.

The shift is not cosmetic. It is a genuine reclassification of CTV from a top-of-funnel storytelling medium into a channel that sits inside the same performance stack as Meta and Google, complete with attribution windows, incrementality tests, and CAC targets. Understanding why this happened — and how brands are actually pulling it off — says a lot about where Indian digital advertising is headed over the next few years.

Why the old CTV playbook stopped working for D2C

The awareness-only framing of CTV made sense in a world where D2C brands had cheap, reliable performance channels elsewhere. Facebook and Instagram delivered efficient, trackable acquisition for the better part of a decade, and CTV’s premium CPMs made it feel like a luxury add-on rather than a necessity. But that world has quietly ended. iOS privacy changes degraded tracking accuracy on Meta, auction costs on search and social have climbed as more brands compete for the same inventory, and marketplaces have started capturing a larger share of first-party purchase data that D2C brands used to own outright.

At the same time, CTV inventory in India has expanded dramatically. Smart TV penetration has moved well beyond metro early adopters, regional OTT platforms have matured their ad-supported tiers, and sports and entertainment streaming now commands genuinely mass audiences rather than a niche urban slice. The combination of rising costs elsewhere and rising reach on CTV made the channel too large to ignore — but D2C brands couldn’t justify the spend without proof that it was doing more than building brand recall.

Building attribution where none existed

The single biggest unlock for treating CTV as performance media has been the arrival of workable attribution models, even if they remain imperfect compared to click-based tracking. Brands are now stitching together a few approaches rather than waiting for one perfect solution.

The most common starting point is server-side conversion matching, where a brand’s CTV media partner or ad server logs an impression against a household or device ID, and that signal is later matched against purchase events captured through the brand’s own commerce platform. It isn’t a one-to-one match in the way a last-click model works, but at scale it produces directionally reliable lift numbers. Several D2C brands running performance-oriented CTV campaigns have paired this with geo-based holdout testing — switching CTV spend on in some cities or DMAs while holding it back in matched control markets, then comparing conversion rate and revenue differences over the campaign window. This kind of incrementality testing sidesteps the identity resolution problem entirely and gives a cleaner read on whether CTV is actually driving purchases that wouldn’t have happened otherwise.

QR codes and unique promo codes embedded directly in the creative have also made a comeback, not because they’re elegant, but because they work. A viewer who scans a code from their TV screen or types in a code mentioned in the ad generates a trackable event that ties straight back to the specific CTV placement. It’s a low-tech solution to a high-tech measurement gap, and it has become a standard feature of D2C CTV creative rather than an afterthought.

Shorter formats, sharper calls to action

Performance-minded CTV buying has also changed what the ads themselves look like. The 30-second brand film with a soft logo end-card is giving way to 15-second and even 6-second formats that behave more like extended versions of a performance social ad — a clear hook in the first three seconds, a specific offer, and a direct instruction on what to do next, whether that’s scanning a code, visiting a shortened URL, or searching a branded term.

Creative testing has moved onto CTV too. Brands are running multiple cuts of the same campaign across different streaming platforms and dayparts, then using whatever attribution signal is available — matched conversions, promo code redemption, search lift — to decide which version earns more budget. This is a meaningful departure from the traditional broadcast approach of running one hero film and letting it play for the full flight, and it mirrors exactly how these brands already operate on performance-first digital channels.

Sequencing CTV with performance retargeting

One of the more sophisticated tactics emerging is deliberate sequencing between CTV and lower-funnel channels. Rather than running CTV and performance marketing as parallel, disconnected efforts, brands are using CTV exposure as a trigger for retargeting elsewhere. A household that has seen a CTV ad gets served a follow-up performance ad on YouTube, Instagram, or programmatic display within a tight window, often with creative that references the CTV spot directly to reinforce recall and push toward conversion.

This sequencing depends on identity graphs that can connect a household-level CTV impression to individual mobile or desktop devices, which remains one of the trickier technical pieces of the puzzle in the Indian market given the fragmented device ecosystem. But even imperfect graphs have been enough for brands to observe meaningful lifts in retargeting performance for audiences that were also exposed to CTV, compared to audiences that weren’t. The logic is straightforward: CTV builds enough familiarity that the retargeting ad has an easier job to do, and the combined cost per acquisition across both channels often comes in lower than performance retargeting run in isolation.

The programmatic layer making it possible

None of this would be operationally feasible without programmatic buying maturing on the supply side. A few years ago, buying CTV inventory in India meant negotiating directly with a handful of large platforms through insertion orders, with limited targeting and even less flexibility to shift budget mid-flight. Programmatic CTV has changed that by allowing D2C brands to buy inventory across multiple streaming platforms through a single demand-side platform, apply audience targeting based on first-party data or lookalike modeling, and reallocate spend toward whatever placements are producing better attributed outcomes, often within the same week.

This flexibility is what actually makes performance-style optimization possible on CTV. A channel you can only buy in large, fixed, quarter-long commitments cannot be optimized the way search or social campaigns are optimized daily. Programmatic access, even with its current measurement limitations, gives D2C marketers the lever they need to treat CTV budget with the same discipline they apply everywhere else.

What this means for budget allocation

The practical consequence is that CTV is no longer sitting in a separate “brand budget” bucket that gets approved once a year and left alone. It is increasingly folded into the same performance marketing budget that funds search and social, judged against similar efficiency benchmarks, and adjusted in near real time based on what the attribution data shows. That doesn’t mean CTV has become identical to a performance channel — its cost per impression is still higher, and its true strength remains reach and format quality rather than granular targeting precision. But the binary distinction between “awareness channels” and “performance channels” is breaking down, and CTV is one of the clearest examples of that convergence.

For D2C brands operating in a market where customer acquisition costs on traditional performance channels keep climbing, that convergence is arriving at a useful moment. CTV offers a way to reach audiences at scale with premium, high-attention formats, while the measurement tools — however imperfect — now exist to justify treating that reach as something more than a brand-building exercise. The brands moving fastest on this aren’t waiting for the industry to standardize measurement; they’re building their own attribution stacks, running their own incrementality tests, and treating CTV like any other channel that has to earn its place in the budget.

The organizational shift behind the media shift

It’s worth noting that this transition hasn’t just been a media-buying change — it has forced a change in how D2C marketing teams are structured. Brand and performance functions that used to sit in separate reporting lines, run by different agencies with different KPIs, are increasingly being asked to collaborate on a single CTV plan. The performance team brings the attribution rigor and the instinct to kill underperforming creative fast; the brand team brings the understanding of storytelling and format that makes a 15-second CTV spot land emotionally rather than just functionally. Brands that have kept these functions siloed have generally struggled to make CTV work as anything more than a reach play, because neither team alone has the full skill set the channel now demands.

This has also changed who gets a seat at the media planning table. Data and analytics leads, who previously joined performance marketing conversations but rarely touched TV planning, are now central to CTV strategy because they own the identity resolution and incrementality testing infrastructure that makes attribution possible in the first place. Agencies serving the D2C segment have responded by building dedicated CTV measurement pods, staffed with people who understand both television buying conventions and digital analytics, rather than routing CTV planning through traditional TV buying desks that lack the tooling to run these tests.

Where the limitations still bite

None of this should be read as CTV having fully solved its measurement problem. Household-level identity resolution in India remains patchy outside the largest streaming platforms, smaller regional apps often lack the server-side infrastructure to support conversion matching, and the promo-code and QR-code workarounds capture only a fraction of the true conversions a campaign drives, since plenty of viewers who see an ad simply search for the brand later without using the exact tracked path. Incrementality testing, while directionally useful, requires enough scale and enough clean control markets to produce a reliable read, which rules it out for smaller D2C brands running lean regional campaigns.

There is also a cost question that performance marketers can’t fully ignore. Even with better attribution, CTV’s cost per thousand impressions remains meaningfully higher than social or search, and the efficiency gains from sequencing and creative testing don’t always close that gap entirely on a pure cost-per-acquisition basis. The brands getting real value out of CTV tend to be the ones that treat it as part of a blended funnel calculation rather than judging it against the same immediate CAC benchmark they apply to a retargeting campaign. Viewed in isolation, CTV can look expensive; viewed as the channel that makes every other channel work harder, the math tends to look considerably better.

As streaming consumption in India continues to grow and inventory becomes more accessible through programmatic pipes, this blended, performance-aware approach to CTV is likely to become the default rather than the exception. The channel is unlikely to ever match the granular, real-time optimization of search or social, and it probably shouldn’t be asked to. But the days of CTV sitting untouched in a brand budget, judged only by reach and frequency, are ending — and D2C brands, forced by rising costs elsewhere to make every rupee of media spend prove itself, are the ones writing the new playbook.