Home Platforms Meta Hones Its AI-Based Campaign Steering For Brands That Share More Data

Meta Hones Its AI-Based Campaign Steering For Brands That Share More Data

SHARE:

Most Meta product news isn’t a flashy announcement or the debut of a hardware line. For many products, it comes down to yearslong evolutions and incremental change.

That’s the way of it with a set of new features introduced on Wednesday that give advertisers more granular metrics for how they value traffic and ad campaign conversions – such as ROAS based on profit margin, rather than total sales, or particular conversions that aren’t immediate or online, like subscription sign-ups or someone signing up to test-drive a car.

Meta’s new AI campaign refinements “allow [advertisers] to optimize and then maximize how much profit they’re actually driving,” Fred Leach, Meta’s vice president of product management, told AdExchanger.

Something old, something new

The changes announced today expand on what’s already available for three tools within Meta’s AI-based product suite. There’s Value Rules, which lets advertisers determine particular customer attributes to prioritize; Value Optimization, which determines the metric for success to define ROAS; and Incremental Attribution, a setting meant to hone campaigns on net-new customers to the brand.

Incremental Attribution used to be available only to a select number of advertisers, but is now globally available. Meta’s Value Rules is available to 50% of advertisers, and Meta is aiming for 100% in the near future – up from 10% in the past.

In addition to expanded reach, Meta has recently unveiled new features that allow advertisers to target their audiences and track their data with more precision.

Meta’s Value Optimization solution now allows users to track ROAS by a wider range of KPIs – specifically, profit margins and specific events.

If a company earns more profit for an item at $20 than with another product that costs $30, the campaign logic could optimize to the higher profit margin. Although, to do so, the advertiser must also provide the Meta ad platform with its item-level profit margin information. There are no privacy concerns, but it is sensitive data for the business.

Customers can also optimize for what Meta calls “custom events,” such as first-time purchases or customers who buy multiple related products. Businesses can connect their “third-party analytics information back into Meta and optimize for those insights,” Leach explained.

Adobe, Northbeam, Rockerbox and Triple Whale are the ad analytics vendors currently available to sync data for the new custom events metrics.

ROAS isn’t going away as a term or shorthand for campaign success. But the one-size-fits-all approach to ROAS measurement is going away.

Quick fix

Meta is asking a lot of advertisers to pipeline over their profit margin particulars and other granular business info. Meta isn’t providing a window for advertisers to see more data; it’s asking to get more data from advertisers themselves.

What Meta offers in return for that level of data access is ease and efficiency.

For example, the new Incremental Attribution tool functions as a one-click lift test and ongoing incrementality measurement solution. Advertisers “simply toggle the setting on in Ads Manager,” per the release.

Behind that on/off toggle is a massive data science and measurement services endeavor. Lots of brands work with (pricey) standalone incrementality measurement vendors, perhaps layered on top of a testing services provider like LiveRamp’s Habu. Creating city-scale control groups for geo-testing incremental attribution is a huge endeavor.

Or a toggle switch.

In a traditional lift test, Leach pointed out, “you do have to withhold your ad from some people”

to have a control group for comparison. Meta’s system has already been trained on preexisting data from thousands of past campaigns, he said, and it uses that data “to generate incremental conversions for an advertiser from that large corpus.”

Advertisers nowadays are looking for more “easy buttons,” so the appeal of replacing outside lift tests with a one-click optimization is clear.

But the product also needs to perform.

Meta cited an average 46% increase in incremental conversions from users who tested Incremental Attribution compared to those who stuck with a business-as-usual campaign.

Leach said Meta hasn’t had much pushback regarding the greater data and controls passed to the AI ad platform.

“They’re much more focused on performance than the particulars about this data,” he said.

Must Read

How TIME’s CMS Transition Laid The Foundation For Its AI-Driven Content Overhaul

The CMS migration helped unify TIME’s fragmented content data after years of platform transitions under multiple corporate owners. This enabled TIME to launch its own AI search product and convert its archival content into AI-friendly “markdown” pages.

Adobe Advertising Just Launched Its Own Custom Algorithms Product

Last week, Adobe Advertising announced the general release of its own Custom Algorithms product, which is “a huge departure from the TubeMogul days,” Erwin Castellanos, GM of Adobe Advertising, tells AdExchanger.

MFA Ad Spend Is Increasing. Is AI Slop To Blame?

This year, the percentage of ad spend going toward made-for-advertising (MFA) sites went up instead of down for the first time since 2023.

Privacy! Commerce! Connected TV! Read all about it. Subscribe to AdExchanger Newsletters

Kickbacks Takes An Outsider’s View While Bringing Ads To AI Agents

Andrew McCalip is a founding engineer at Varda Space Industries, where he oversees the manufacturing of things like hypersonic reentry vehicles and satellite buses.

CTV Buyers Are Getting The Show-Level Performance Optimization They’ve Always Wanted

A collaboration between InterMedia Advertising, Peer39 and Pontiac Intelligence provided show-level cost-per-acquisition data for 94% of CTV ad impressions.

Advertisers Await Programmatic Pause Ads

The IAB Tech Lab is working on standardizing programmatic signals for new streaming TV ad formats, including pause ads. Meanwhile, many brands are eager to add pause ads to their repertoire.