// Field_Notes // AI Overviews

    AI Overviews

    Playbooks for Google's AI Overviews: citation eligibility, ranking behavior, and the SERP consolidation this triggers.

    AI Overviews9 min

    AI Overviews and Google Ads: what advertisers need to know as the SERP consolidates

    AI Overviews are no longer an experiment. They're on 40%+ of commercial queries, they change click behavior, and they interact with your Google Ads performance in ways most advertisers haven't measured.

    Jul 2026Read →
    AI Overviews9 min

    How to Rank in Google AI Overviews: A Content Blueprint for 2026

    AI Overviews don't pick the highest-ranking page — they pick the most citation-worthy one. Here's the content structure, schema stack, and entity signals that get you cited.

    May 2026Read →
    AI Overviews13 min

    AI Overview defense for ecommerce: a triage framework for 40% of your queries

    Which queries to defend, which to abandon, and which to attack with deeper content. The exact triage matrix we use inside every audit.

    Apr 2026Read →
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