Cross-surface discovery describes a shopper moving among AI answers, search, reviews, and social rather than finishing the decision in one channel. A 2026 consumer survey found people checking several of these surfaces after an AI recommendation.
The demo follows one fictional route from recommendation to verification. Keep core facts current and consistent across channels so the checking process does not break trust.
Survey percentages are not a fixed route for every person. The demo shows one possible sequence.
When to use
Use it to audit validation paths after an AI recommendation.