When CTV Performs Like Social: Lessons for SEA Media Buyers

CTV was supposed to be brand’s answer to the death of linear TV — a premium, passive, upper-funnel channel. Crumbl Cookies and Samsung Ads apparently didn’t get that memo. Their recent campaign generated performance metrics that AdExchanger reports were comparable to social media, which is either a breakthrough or a warning shot for how media buyers have been categorising CTV spend.

For teams managing integrated stacks across Southeast Asia — where streaming adoption is accelerating on platforms like Vidio in Indonesia and Viu across the region — this is worth unpacking carefully. Not to copy-paste a US campaign, but to stress-test assumptions about where CTV actually sits in your funnel architecture.

What Made the Crumbl-Samsung Campaign Different

The core mechanic was audience signal layering. Samsung Ads operates from ACR (Automatic Content Recognition) data — essentially, Samsung smart TVs passively recognising what content viewers watch. That data lets advertisers move beyond broad demographic targeting and into behavioural segmentation: who actually sits through cooking content, food delivery app ads, or competitor QSR spots.

Crumbl layered that ACR data against their own first-party signals — CRM lists, app behaviour, purchase history — and built sequential creative that changed based on where a viewer was in the consideration journey. Someone who’d seen the brand three times got a different message than a cold viewer. That sequencing logic is table-stakes on Meta and TikTok. On CTV, it’s still rare enough to generate lift.

The outcome, per AdExchanger’s reporting, was measurable downstream conversion activity — not just brand recall scores. That’s a meaningful result when most CTV campaigns are evaluated against reach and frequency metrics that conveniently sidestep any accountability to the bottom line.

The Stack Problem: Why Most Teams Can’t Replicate This

Here’s the uncomfortable truth: the Crumbl campaign worked because Samsung Ads controlled both the inventory and the identity layer. That’s a vertically integrated advantage most brands don’t have access to, and most agency setups can’t engineer cleanly.

The typical martech stack in a mid-size Southeast Asian brand looks like this: a CDP that’s six months behind on implementation, a DMP that’s technically live but nobody trusts the segments, and a CTV buy that’s been bolted onto a programmatic deal through a trading desk that’s three degrees removed from the actual data. The signal chain is broken before it starts.

Replicating the Samsung-Crumbl result requires three things to work simultaneously: clean first-party audience data that’s actually portable into your CTV DSP, creative versioning infrastructure that doesn’t require a three-week production cycle per variant, and measurement frameworks that connect CTV exposure to outcomes downstream — app installs, site visits, SKU-level sales. If any one of those three is missing, you’re running a brand campaign and calling it performance.

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The Brand-Building Counterpoint: When Performance Framing Backfires

Archer, the private-label grocery brand, offers a useful counterweight here. As AdExchanger reported, Archer is actively investing in brand-building — specifically to reduce its vulnerability to being de-listed from grocery shelves. The insight is pointed: performance marketing got them distribution, but brand equity is what protects it.

This matters for how teams think about CTV strategy. If you retrofit a brand channel into a pure performance mechanism — optimising aggressively for last-click attribution, pulling spend the moment ROAS dips — you may be solving the wrong problem. CTV’s actual structural advantage is reach at scale with context: premium content environments that social can’t offer. The Crumbl campaign was smart because it layered performance signals on top of a brand-appropriate channel, not because it abandoned the brand rationale entirely.

For Southeast Asian FMCG and e-commerce brands operating across Shopee and Lazada, this is a real tension. Platform algorithms reward performance signals; the brands that hold shelf space (or virtual shelf space) are the ones that built enough salience that consumers actively search for them. CTV, done right, contributes to that salience in ways that a retargeting carousel cannot.

What SEA Media Buyers Should Actually Do Next

Start with an audit of your identity infrastructure before you greenlight any CTV investment that claims performance outcomes. Specifically: can your first-party data be activated programmatically into CTV inventory — whether that’s through regional platforms like Samsung Ads, or via DSPs with SEA-relevant inventory access? If the answer is unclear, you have a data ops problem, not a media problem.

Second, pressure-test your creative pipeline. Sequential CTV creative requires at least three to four variants per audience segment, built for a lean-back viewing context — different aspect ratios, different pacing, no thumb-stopping hooks that assume a scrolling environment. If your creative team is already at capacity producing social assets, CTV performance campaigns will be under-resourced before they launch.

Third, agree on measurement methodology before the campaign goes live, not after. Post-hoc rationalisation of CTV results is endemic in this industry. Define your conversion window, your attribution model, and your minimum detectable effect upfront. The Samsung-Crumbl campaign succeeded in part because the team knew what success looked like before they spent a dollar.

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The broader question CTV-as-performance raises is one the industry hasn’t fully answered: if every channel eventually gets optimised toward direct response, what happens to the upper funnel? Archer’s brand-building bet suggests some marketers are already nervous about the answer. The smartest stacks will hold both truths at once — and know precisely which campaign is doing which job.

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At grzzly, we audit and reassemble marketing technology stacks for brands across Southeast Asia — especially the ones where CTV, social, and programmatic are technically live but functionally disconnected. If your media mix looks more like a patchwork than a system, Let’s talk.