MarTech：警惕为无法产生增量价值的电商与流媒体数据支付溢价

As marketers navigate the holiday season, many are investing heavily in both commerce media and streaming video. Commerce networks offer valuable first-party data and increasingly provide their own video solutions, while streaming video offers reach and sophisticated targeting capabilities.

As the two marketplaces overlap, advertisers have more opportunities to combine commerce intelligence with the storytelling and scale of streaming environments. But those capabilities come at a cost. Commerce audiences, retail purchase data, incrementality studies, and attribution solutions often carry additional fees.

Sometimes those investments pay off, and sometimes they don’t. Advertisers need evidence that the additional investment delivers enough value to justify the cost.

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Why every added cost needs to earn its place

When I worked at an agency, Q4 wasn’t filled with joyful holiday memories. All I wanted from Santa was for campaigns to deliver in full before holiday shipping cutoffs, clients to post stronger year-over-year ROAS, and holiday creative to turn off once the holidays ended. Nothing ruins a fresh start to the year faster than a client screenshot showing holiday creative still running on Jan. 2.

Depending on the client, the money tree either wouldn’t stop shaking in Q4, or there was relentless pressure to find more performance from the same investment. Sometimes both happened at once.

What I remember most from those years is how often the same question came up: Was it worth it? Q4 left very little room between spending the money and being asked what it returned. Every line on the plan needed a reason to be there, and anything that added cost needed a stronger one.

Streaming video faces increasing pressure to deliver against business outcomes, especially during the most important shopping period of the year.

According to IAB’s 2026 Video Ad Spend Report, cost and audience delivery were the leading factors influencing whether CTV budgets increased or decreased, with both cited by 47% of buyers. That finding captures the tension many advertisers face. Better data, stronger targeting, and deeper measurement can improve campaign performance, but they can also increase costs.

That’s why the most important discussions should happen before an insertion order (IO) gets signed, or at least during in-flight optimizations.

What advertisers should ask before investing in commerce data

What’s the incremental value of the data you’re charging me for?

What lift have you observed compared with standard P2+ targeting (for example)? If there’s a premium cost attached to the data, there should be evidence of a premium outcome.

What would I lose if I didn’t buy this data?

This helps reveal whether you’re purchasing something differentiated or simply adding another layer that overlaps with capabilities already available elsewhere in your plan.

How fresh are the signals?

Holiday shoppers move fast. Advertisers should understand how frequently data is refreshed and whether those signals reflect current shopping behavior.

What decisions can this data help me make while the campaign is running?

The best data helps advertisers make smarter decisions in real time. Can it improve audience selection, creative rotation, frequency management, inventory allocation, or budget distribution before the holiday season is over?

Where have you seen the combination of commerce and video create measurable business impact during previous holiday seasons?

Partners can offer valuable perspectives on shifts in shopping behavior, promotional timing, and inventory dynamics, as well as how other advertisers have translated commerce signals into business outcomes.

What commerce and streaming video partners should ask advertisers

What business outcome are you willing to pay extra to improve?

Not every KPI justifies an added data fee. Are you trying to increase sales, acquire new customers, drive larger basket sizes, or generate repeat purchases? Understanding the goal helps determine whether additional data signals are likely to create value.

What would make an additional data investment worth it?

Before the campaign launches, establish what success looks like to evaluate whether the investment ultimately delivered enough value.

Where are you seeing diminishing returns in your current holiday strategy?

Are broad audiences becoming less efficient? Are existing customers accounting for most conversions? Are awareness metrics strong while sales remain flat? Understanding where performance falls short reveals where commerce data can help.

What problem are you trying to solve with layering on data?

Too often, advertisers buy data because it’s available rather than because it’s needed. Is the goal to reach holiday shoppers earlier, improve targeting precision, increase sales among existing customers, or drive incrementality? 

What role should streaming video play in the path to purchase?

Some advertisers want streaming video to introduce consumers to a product. Others want it to influence high-intent shoppers already in market. Others are focused on retargeting. This is also where budgets collide: commerce investments often sit with shopper or retail teams, while video investments sit with brand teams, so the same households can be reached with no shared cap. Defining the role of video helps partners determine how commerce signals should be applied, whether the added cost is warranted, and who owns the plan.

As commerce and streaming video converge

Purchase signals can sharpen a holiday campaign, and broad reach still builds the demand those signals later help capture. The holiday season exposes whether an investment was truly worth it. 

When budgets are tight, and expectations are high, every fee should earn its place on the media plan. As commerce networks and streaming video platforms converge, advertisers and their partners need transparent conversations about which investments deliver measurable value.

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