Use case: D2C

Marketing attribution
for D2C brands

D2C brands grow fast on paid channels, until the measurement breaks down. Datafy shows which channels truly drive your direct sales, even as cookies disappear.

The situation

The measurement problem at scale-up stage

Many D2C brands have grown on one or two paid channels with precise measurement. When scaling, the mix broadens: more channels, prospecting, and often TV or out-of-home as well.

That is precisely when the measurement breaks down. CPA on the core channel rises, retargeting claims an increasing share of revenue that was coming anyway, and nobody can substantiate what brand building delivers.

Continuing to steer on platform figures then leads to over-weighting the bottom of the funnel, while growth needs to come from the top.

The approach

How Datafy makes D2C growth measurable

Datafy combines the long-term picture with rapid campaign signals.

Incrementality per channel

You see which revenue a channel genuinely added, separate from brand traffic and retargeting.

Rapid campaign feedback

First-party attribution delivers daily signals on your paid channels, without third-party cookies.

Prospecting versus harvesting

The model separates channels that create new demand from channels that convert existing demand.

Budget directed toward growth

Datafy advises where additional budget acquires new customers rather than repeating to existing ones.

The result

What it delivers

D2C brands working with Datafy optimise on contribution to growth, not on the CPA of the last click. Brand building and prospecting gain a measurable value, and the scaling ceiling shifts.

The combination of first-party attribution and Marketing Mix Modeling delivers both the speed and the complete picture.

Frequently asked questions

Why do my attribution figures break down when scaling?

Because a broader mix with prospecting and offline channels no longer fits in a digital click model. Retargeting and brand traffic start to dominate the figures, while growth needs to come from new demand.

Does Datafy also measure brand campaigns?

Yes. Marketing Mix Modeling estimates the contribution of brand and prospecting channels, even when they generate no direct click. This gives brand building a measurable value.

Does this work without third-party cookies?

Yes. The foundation is Marketing Mix Modeling on aggregated data, supplemented by first-party attribution on your own data. Third-party cookies are not required.

How large does my budget need to be?

MMM adds the most value for D2C brands with a significant media budget across multiple channels. With a small budget on a single channel, first-party attribution is often sufficient on its own.

For D2C brands in the growth phase

Measure what truly drives your growth.

Book a demo and see how Datafy keeps attribution reliable as you scale.