Insights

Summary (1–2 lines)

AI-assisted discovery is turning into a real referral stream for ecommerce — with engagement patterns that differ from traditional channels and a conversion gap that’s narrowing.

What the market data shows (2025)

• AI-driven visits to U.S. retail sites grew sharply year-over-year, with strong growth reported through mid-2025.
• Visitors arriving from generative AI sources show higher engagement signals (longer sessions, more pages per visit, lower bounce).
• AI traffic is often earlier in the journey (research/consideration), but the conversion gap has been narrowing over time.

Why it matters for brands & platforms

• Discovery is shifting upward in the funnel: brands that are “understood” by AI assistants capture consideration earlier.
• The winning advantage is not “more spend” — it’s better surfaces + better product information + cleaner measurement.

Evyntra take (products-first, no hype)

• Treat AI-driven discovery as a surface that rewards clarity, structure, and consistency.
• Build demand engines (tools, utilities, content surfaces) that make products easier to discover and choose.
• Ensure measurement can distinguish “assist” behavior vs “purchase intent” behavior without breaking attribution.

Summary

Consumers are becoming more willing to act on AI recommendations — which raises the bar for trust, transparency, and the quality of product information.

What the market data shows (2025)

• A large share of consumers report willingness to act on GenAI recommendations, and many prefer GenAI recommendations over traditional search.
• The same research highlights the broader context: deal-seeking behavior, social commerce influence, and rising expectations around shopping experience.

Why it matters

• If recommendations are shaping choices, then the “entity” and “information quality” of a brand/product matter more than raw reach.
• Brands need demand systems that generate intent and trust, not just clicks.

Evyntra take

• Build products and content surfaces that reduce uncertainty: explainers, utilities, comparisons, and decision support.
• Operate distribution with guardrails so demand scales without degrading trust signals.

Summary

Commerce media is maturing — and measurement standardization is a prerequisite for efficient scaling across partners.

What the market data shows (2025)

• IAB Europe updated its Commerce Media Measurement Standards (incl. Retail) in Sep 2025, emphasizing refined funnels, clearer definitions (incl. net/gross sales), and improved comparability.

Why it matters

• Brands and platforms need comparability across ecosystems; otherwise scaling becomes guesswork.
• The edge shifts from “who buys more” to “who can measure and reconcile cleaner”.

Evyntra take

• Design measurement and reporting flows as part of the system: event integrity → attribution alignment → deduplication → reconciliation → governance cadence.
• Treat partner integrations as first-class engineering work, not an afterthought.