WPP Media partnered with tech firm Givsly to test programmatic CTV and online video ad targeting using synthetic audiences modeled via the Claude LLM. The system overlays donation data from non-profits with geographic and demographic data to build targeting segments based on viewer values. Early tests across beauty and fashion campaigns delivered a 2% lift in video completion rates, prompting WPP to plan a broader US rollout.
This move signals a pivot in how agencies handle signal loss from cookie deprecation by using generative AI to create reliable bidding proxies. By integrating social-value data into programmatic layers like CTV, WPP is attempting to quantify 'ethical alignment' as a performance metric. For the streaming ecosystem, this shifts the focus from simple demographic targeting to high-intent, value-based segmentation. The 2% performance lift provides a concrete benchmark for other holding companies currently benchmarking AI datasets. Watch for whether DSPs begin offering standard 'values-based' synthetic tiers or if these remain proprietary agency-vendor integrations.
WPP Media's partnership with Givsly represents the first public move by a major agency holding company to apply synthetic audiences directly to programmatic bid decisions, rather than limiting them to planning and research. Other agencies like Dentsu and Code & Theory have used synthetic audiences for media planning and focus groups, but not for live bidding before this test. The distinction matters because agencies have historically avoided using AI-generated personas in real-time bidding due to concerns about LLM hallucination and thin underlying data leading buyers astray.
Forrester analyst Jay Pattisall cautioned that the effectiveness of WPP Media's synthetic audience approach depends heavily on data quality, noting that WPP's InfoSum capabilities are fundamental to matching first-party client data with third-party signals to enrich and model synthetic audiences. Givsly itself claims to have facilitated more than $3 million in donations to non-profits through its platform, positioning the tool as a way for brands to connect performance metrics with purpose-driven messaging. The company's website describes its offering as values-based advertising tools that include donation and volunteer data at five-digit ZIP level.
The broader synthetic audience market has been gaining traction across the agency landscape. Publishers like The Times and News UK have begun offering advertisers access to synthetic personas built atop their own first-party data, creating a parallel supply-side approach to the same cookieless targeting challenge WPP is addressing from the demand side. GWI data indicates that 86% of consumers say shared values are important when choosing between brands, providing a market rationale for values-based segmentation approaches like the one WPP and Givsly are testing.
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