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Google tests AI visibility controls and Search Console reporting for sites

Google is testing Search Console AI reporting that could finally give agencies a first-party way to measure AI visibility, prove traffic value, and manage client risk.

Sam Ortega··2 min read
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Google tests AI visibility controls and Search Console reporting for sites
Source: searchenginejournal.com

Google is moving AI search from guesswork to something agencies can actually put in a client deck. A new Search Console test gives site owners a control to decide whether content can appear in generative AI features and a separate reporting area that shows AI-specific impressions for URLs across Search and Discover. For teams trying to explain why one page is getting surfaced in AI experiences while another is ignored, that is a meaningful shift from third-party estimates to first-party reporting.

The test has started with a subset of UK sites, with Google planning to broaden availability after the trial phase. That matters because agencies have spent the past year fielding nervous questions about generative search exposure without much hard data to answer them. A report limited to impressions will not settle everything, since it does not yet show clicks, click-through rate or rankings inside AI features, but it still gives a cleaner read on which URLs Google treats as relevant for AI surfaces.

AI-generated illustration
AI-generated illustration

That is especially useful for client communication. If a page is pulling organic clicks and also appearing in AI features, it stops looking like disposable search inventory and starts looking like a high-value asset worth protecting. It also gives agencies a sharper way to prioritize editorial and technical work, instead of treating AI visibility as a black box layered on top of normal search reporting.

Google has been laying the groundwork for this for months. In June 2025, Search Console began counting AI Mode data inside Performance report totals rather than exposing it as a separate category. Google also said on August 6, 2025, that overall organic click volume from Search to websites was relatively stable year over year, while average click quality increased. The company has repeatedly said AI Overviews and AI Mode follow the same foundational SEO best practices as Search overall, with no special markup or separate technical file needed to appear.

The control side is just as important. On January 28, 2026, Google said it was exploring updates that would let sites specifically opt out of Search generative AI features. That builds on older controls such as Google-Extended for model training, plus nosnippet and max-snippet, which can reduce AI exposure but also affect ordinary search snippets. Google has said any new controls have to stay simple and scalable, without fragmenting Search into a confusing mess of half-measures.

The regulatory backdrop is real, too. The United Kingdom’s Competition and Markets Authority opened a consultation in January 2026 on potential new requirements for Google Search, including how websites can manage content in Search AI features. Put together, the reporting test and the opt-out control point to a search environment where agencies will have to quantify AI visibility, explain it to clients, and manage the risk of being surfaced in generative results on purpose or by accident.

This article was produced by Prism’s automated news system from verified source data, official records, and press releases, then run through automated quality and moderation checks before publishing. The system is built and supervised by the people who set the standards it runs under. Read our full AI policy.

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