Discovery Is Now Performance in the Age of AI

Why It Matters

AI‑driven discovery lets brands shape purchase decisions before shoppers articulate a clear need, turning a traditionally passive funnel into an outcome‑focused opportunity. Companies that master this upstream influence can capture new demand and sustain measurable ROI in an increasingly conversational commerce landscape.

Key Takeaways

• AI shifts consumer intent discovery upstream, merging brand and performance roles
• Criteo's commerce intelligence links billions of interactions to early-stage demand
• Discovery Audiences enable brands to target new-to-brand and new-to-category shoppers
• OpenAI integration powers ChatGPT ads, reaching over 1,000 live brands
• Conversational ad formats turn static impressions into real-time, decision‑driven experiences

Pulse Analysis

AI is redefining how shoppers explore products, moving from explicit keyword searches to open‑ended conversational prompts. Consumers now begin with goals or feelings—"I want to get healthier" or "how can I make my home safer for allergies"—and rely on assistants to surface relevant options. This shift compresses the traditional Think‑Feel‑Do sequence, giving brands a chance to influence decisions before intent crystallizes, but it also demands that marketers prove relevance and trustworthiness in AI‑generated answers.

Criteo leverages its commerce intelligence platform to capture billions of shopper interactions across retail, social, and connected TV, turning raw behavior into actionable signals for early‑stage demand. Its Discovery Audiences product surfaces emerging, new‑to‑brand and new‑to‑category audiences, allowing advertisers to bid on relevance before a query is even formed. The company’s OpenAI integration brings these capabilities into ChatGPT and other generative AI environments, already supporting over 1,000 live brands, while conversational ad formats transform static impressions into interactive, real‑time recommendation experiences.

For marketers, the implication is clear: performance marketing must evolve from last‑click attribution to a holistic view of the discovery journey. Trust becomes the new performance constraint—AI assistants will favor brands that provide verifiable, context‑rich data, avoiding ads that degrade answer quality. By aligning paid and organic signals through Generative Engine Optimization and leveraging rich decision‑level data, brands can secure a seat at the AI‑mediated decision table, driving measurable outcomes while maintaining consumer confidence.