On November 9, 2026, Google confirmed that sponsored results in AI Mode are now persistent across multi-turn conversations — meaning your ads can follow a shopper through their 2nd, 3rd, and 4th follow-up queries within a single AI Mode session.
Multi-turn ad exposure changes the attribution and measurement picture substantially. A conversion that happens on the 4th follow-up query may trace back to an impression from the 1st query. Standard last-click attribution will undercount the value of these placements.
For BFCM specifically, shoppers doing research across multiple follow-up questions — comparing products, checking reviews, verifying shipping — are high-intent buyers. Being present across the full conversation is now possible through Google Shopping and Search ads in AI Mode.
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