Data-Driven Attribution as the New Default in Google Ads: What You Need to Know

Data-Driven Attribution as the New Default in Google Ads: What You Need to Know

When it comes to PPC, there is no one person who knows all the intricacies of every platform like the back of their hand. I’ll admit, as a seasoned Google Ads vet, attribution models has been my weak point in terms of expertise—up until recently.

Google has yet again stirred the pot by releasing changes to default attribution models across accounts. This was the push I needed to take my knowledge in attribution modeling beyond surface level. So I did the dirty work of investigating Google’s latest change to answer all your questions, like:

  • What is changing about attribution modeling in Google Ads?
  • What are the current attribution models available to advertisers?
  • What action should advertisers take regarding their own attribution model?

Read on to find out!

Data-driven attribution modeling is the new default

Google announced on September 27 that it is changing the default attribution model for all new conversion actions in Google Ads, from last-click attribution to data-driven attribution (DDA). In addition, it is removing any previously required data minimums for DDA attribution modeling and making it available for more conversion types, including in-app and offline conversions.

A brief refresher on attribution models

In order to fully understand this update, you’ll want to have a solid base knowledge of attribution modeling.

Attribution models help you accurately credit actions that lead to a conversion, helping to remove some of the conversion tracking hangups advertisers face. When someone converts, they may have interacted with multiple different ads over time up until that point. The various attribution models credit each of those moments differently to fit your business needs.

There are six attribution models:

  1. Last click: credits a conversion to the final ad and corresponding keyword a user clicked on when they finally converted.
  2. First click: credits a conversion to the very first ad (and corresponding keyword) a user sees.
  3. Linear: credits a conversion evenly across all interactions involved with a customer’s path.
  4. Time-decay: credits a conversion to ad interactions that happened closer in time to the actual conversion.
  5. Position based: credits 40% of a conversion to each the first and last click, and 20% to the rest of the interactions.
  6. Data-driven: credits each conversion differently, because it looks at tons of different data signals that make up each conversion action.
google ads attribution model types

Image source

Essentially, while the first five attribution models are “rules-based,” DDA uses your account’s historical data to distribute the credit for a conversion across interactions that may have different weights or impacts onto the overall bottom line. We provide you with more on attribution modeling types and tips here.

More details on DDA as the default

Here are a few of the finer details to know about this annoucement.

The change is designed to “future-proof” conversion tracking for all

In its announcement, Google shared that “As the industry continues to evolve, last-click attribution will increasingly fall short of advertisers’ needs.” These changes will make accurate conversion crediting accessible to all types of businesses, all while respecting user privacy. Ginny Marvin, Google Ads Liaison, summarizes this in her tweet below:

ginny marvin tweet about data-driven attribution being privacy-first

Image source

You may not see the change right away

While Google did not provide an official date, the change to DDA as the default for new conversion actions will be rolling out over the next few months, starting in October. This means that you might not see the change reflected right away in your account.

There may be changes to your existing conversion actions

Ginny confirmed in the same thread that Google will be switching current last-click attribution actions to DDA “for many advertisers.” It’s not clear what “how many” means, but you will get notified “with plenty of warning” and have the opportunity to opt out if you wish to stick with last-click attribution modeling.

ginny marvin tweet: google will migrate some existing conversion actions to data-driven attribution

How does DDA compare to last-click attribution?

Since the original default was last-click and the new is DDA, I thought it would be helpful for you to understand how the two compare and contrast. There are two main ways:

Data-driven attribution can provide more holistic data

In some ways, DDA can give you a more holistic view of your conversion paths. This will help the underdogs of your account shine. Remember, even if the last click from those assets didn’t result in a conversion, their interactions will still show they did at least something for you.

Last click, however, is more rigid, only allowing the ad that brought in the final click to wear the conversion crown.

last-click attribution model meme

DDA is less black and white

Second, last click attribution (and first click attribution) only report on complete conversions. These can be easier grasped when analyzing your advertising ROI. Meanwhile, DDA will credit interactions on ad towards a conversion action even if those interactions didn’t directly result in a completed conversion.

For example, a DDA conversion might be reported as 1.5 conversions within the conversions column, while a last click conversion will would just consider it one single conversion.

The above point drives home the fact that DDA looks at various historical data points to know when an interaction is actually meaningful. In contrast, last click reporting is black and white.

More questions

Even the most advanced PPC experts can get tripped up when it comes to attribution modeling. I’ll bet there’s plenty of questions popping up with this change, so let’s address a few:

Do I have to use DDA for new conversion actions?

No. Even though DDA will become the default attribution model for all new conversion actions, you can manually switch to any of the five other attribution models if you choose.

What about my existing conversion actions?

While Google said DDR will be the default for new conversion actions, it did say that it will be migrating existing conversion actions “for many advertisers” over to DDA. As mentioned above, it’s unclear exactly which accounts this applies to, but it will be happening over the coming months and you will get plenty of notice.

ginny marvin tweet: google will migrate some existing conversion actions to data-driven attribution

How do I opt out of Google changing my existing conversion actions to DDA?

If Google chooses to switch your existing conversion actions over to DDA, you will get multiple alerts indicating that your actions are about to switch to DDA. Within those notifications you’ll be able to opt out.

How do I know what attribution model I’m currently using?

It’s easy! In the platform under tools and settings, simply select conversions under measurement. Once there, be sure to customize your columns to include attribution model. Since attribution models can vary from action to action, you’ll get a breakdown of what action is on what model.

How do I change my current attribution model?

You can also change your actions’ attribution models at any time within that same section. Again, under tools and settings, you’ll want to click conversions under measurement. Once there, when you click on any specific conversion action you’ll see a drop down to change its attribution model.

conversion action setup in google ads

What about accounts with a low volume of data?

Remember, with certain automated features in Google Ads, data requirements are set in place so that the machine learning has something to go off of.

Julie Bacchini brings up a good point that if DDA previously had a minimum data requirement threshold so that the machine learning could properly function, how can we know that it will work well for accounts below that threshold?

julie bacchini tweet about data threshold for data-driven attribution

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As Ginny reiterates in her response, the update shares that Google has improved its DDA modeling to be able to pick up quicker with less data—allowing it to support lower-data accounts. However, there has yet to be any case studies confirming this.

ginny marvin tweet about improvements in data-driven attribution

@PPCGreg also brought this up.

I, too, wonder how much of a difference DDA will make on smaller accounts compared to last click.

However, Ginny’s response focuses more on the fact that DDA is meant to “future proof” measurement, since it uses machine learning rather than cookies, which as we know will be gone next year.

@ppcgreg tweet on last-click vs data-driven attribution for small accounts

Image source

Should I switch over to DDA?

Whether you’re more comfortable with one over the other as your default model is totally your call. It depends on your personal advertising goals, as well as your conversion tracking set up and what makes sense to your business to report on.

If you want Google to help make the call on whether or not certain interactions helped you out in the game of conversions, go for DDA. If you feel the last click to lead to a conversion is the most impactful, stick with last click.

 

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