Microsoft previews AI search reporting in Bing Webmaster Tools at SEO Week

Microsoft used SEO Week in New York City to push Bing Webmaster Tools deeper into AI search measurement, previewing citation share, grounding query labels and GEO-focused recommendations that could finally show where content shows up inside generative answers.

The preview built on Bing’s AI Performance report, which entered public preview on February 10, 2026. That dashboard already shows when a site is cited in AI-generated answers across Microsoft Copilot, AI-generated summaries in Bing and select partner integrations, while also surfacing cited pages, grounding queries and visibility trends over time. Bing’s help documentation says the report is meant to show how content is used in AI-generated answers, not just how it ranks in search.

At the April 27 session, Krishna Madhavan, a principal product manager for Microsoft AI and Bing, demoed four additions: citation share, grounding query intent labels, grounding query topic labels and GEO-focused recommendations. Search Engine Journal said the intent labels were shown as 15 predefined categories, giving Microsoft a more structured way to describe why a query exists and what kind of need it expresses. The topic labels add a second layer of classification, which could make it easier to separate broad themes from user intent.

The recommendation layer is the most telling part of the preview. Microsoft is beginning to surface guidance tied directly to AI visibility, with focus areas that include content structure, crawlability, indexing and canonicalization signals, plus structured data adoption and structured data quality. That moves the product from reporting what happened toward suggesting what to fix next, which is exactly the kind of shift SEOs have been waiting for in AI search.

Microsoft has not published an official rollout timeline for the new features, but the direction is clear. Bing is treating AI visibility as a measurable channel, with citations, grounding and recommendation data inside the same product that already tracks search performance. For publishers, that means a path toward answering practical questions that have been hard to pin down until now: which pages feed AI answers, which queries trigger inclusion and where citation activity diverges from traditional ranking signals.

That is also why the preview matters beyond Bing itself. By exposing first-party AI reporting before Google has matched it with similarly transparent webmaster tools, Microsoft is making a case that AI search needs its own measurement standard. If Bing follows through, it may end up setting the template everyone else in search has to answer.