DISQO Launches AI Search Lift to Measure the Incremental Impact of Advertising on Conversational AI and LLM Platforms

DISQO, a prominent provider of data-driven advertising outcomes intelligence, has officially announced the commercial release of AI Search Lift. Standing as an industry-first outcomes measurement product, the solution is purpose-built to quantify whether advertising campaigns drive incremental brand interactions within Large Language Models (LLMs) and conversational AI environments. The launch provides enterprise marketers with a rigorous tool to evaluate media effectiveness as a growing share of consumer search journeys shifts away from traditional search bars and toward AI-driven answer engines.

The rollout addresses a critical operational blind spot introduced by the rapid evolution of modern digital discovery. As consumers increasingly use conversational AI applications to research products, compare retail options, and finalize buying decisions, enterprise brands have experienced a substantial drop in traditional tracking visibility. This systemic signal loss creates an urgent necessity for an objective measurement framework capable of proving whether top- and mid-funnel media investments are successfully influencing consumer inquiries inside walled generative AI platforms.

“The role of outcomes intelligence is to help brands understand how advertising changes consumer behavior and which outcomes it drives,” said Armen Adjemian, CEO and Co-Founder of DISQO. “As consumers increasingly use AI to discover, compare, and evaluate brands, measurement has to extend into those environments. AI Search Lift brings incrementality measurement to this new part of the consumer journey.”

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Bridging the Optimization Layer with Verifiable Incrementality

Canvas Worldwide, an independent media agency network, stands among the early strategic partners utilizing DISQO’s new analytic framework to decode changing behavioral patterns for a major automotive brand.

“As consumer discovery shifts into AI-powered search and answer environments, marketers need new ways to measure influence beyond traditional digital signals,” said Vidisha Narula, SVP, Head of Analytics at Canvas Worldwide. “DISQO is helping close a major gap by showing how advertising drives engagement, consideration, and campaign impact inside LLMs—giving brands a clearer view of performance as more consumer decisions take shape in AI-driven environments.”

AI Search Lift serves as a critical outcomes-measurement companion to emerging Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) practices. While standard AEO and GEO tactics focus primarily on visibility metrics-such as checking whether a corporate brand is cited or mentioned within an AI-generated text response-DISQO’s solution quantifies actual consumer behavioral lift, proving whether exposure to specific marketing creatives actively compelled individuals to query that brand within their AI sessions.

Leveraging Consent-Based, Deterministic Attribution

The underlying data infrastructure of AI Search Lift relies on DISQO’s extensive, consumer-consented research panel. By securely connecting explicit user permission histories with verified multi-channel advertising exposure logs, the platform deploys a highly accurate exposed-versus-control testing methodology. This deterministic framework isolates the exact behavioral delta between exposed audiences and identical control groups to verify if marketing touchpoints drove incremental digital exploration within conversational AI systems.

The commercial rollout follows a successful early beta phase initiated in Q4 2025. Over the initial two quarters of active field testing, DISQO evaluated cross-channel campaigns spanning five core vertical markets: automotive, insurance, beauty and personal care, consumer packaged goods (CPG), and travel. A foundational trend surfaced during these initial measurements: high-consideration purchase categories—specifically automotive, insurance, and travel-consistently demonstrated a higher volume of organic brand queries and deeper consumer research sessions within LLM platforms.

AI Search Lift is available immediately to all DISQO enterprise clients and agency partners, offering a scalable path to future-proof attribution models and measure media performance in parallel with the evolution of consumer discovery.