SEO / Product update · Review your setup
Bing now groups AI citations by topic. Use the gaps to ask better content questions.
Source published 2026-10-13 · Brief published 2026-10-14 · Updated 2026-10-14
What changed
Bing announced Topics Portfolio, a beta view in Webmaster Tools’ AI Performance report. It groups grounding queries into themes and shows approximate citation activity and opportunity queries. The view requires sufficient data; its AI-generated classifications and estimates have limits.
What this actually means
The report is a source of planning evidence, not a market-size calculation. My recommendation is to ask whether a surfaced question matters to your buyers before commissioning content. An opportunity where another site is cited could describe a competitor’s brand, an irrelevant use case or a subject you cannot answer credibly. Those deserve different decisions, not the same instruction to publish.
Who should care
B2B content and SEO teams with eligible sites in Bing Webmaster Tools who want to inspect which buyer topics appear in their observed AI-search presence.
The implications for your team
This can make a content review more concrete: start with an observed question, inspect what your page actually says and identify the missing explanation. The budget benefit depends on choosing useful work rather than expanding the calendar automatically. A product requirement, implementation constraint or comparison may deserve a clearer answer on an existing page instead of an additional article.
Editorial recommendation
Your next useful move
If the view is available, review one topic linked to your commercial offer. Select a small number of relevant questions and compare them with your existing content and real sales conversations.
What could change in practice
Expect a documented shortlist of content questions, with reasons to improve, investigate or reject each one. Citation changes may or may not follow. Keep referrals and qualified enquiries separate from the report, so better observed visibility does not become an unsupported claim about revenue.
How to put it into practice
These are recommended next steps. Confirm the feature or workflow is available in your account before changing production settings.
Establish the observation window
Open the verified site’s AI Performance report and check whether the beta view is present. Record the selected period and available coverage. If it is absent, document that fact instead of interpreting it as evidence of zero buyer interest.
- Who owns it
- SEO or analytics owner
- Check before moving on
- The team knows what site, period and coverage the observation represents.
Filter for a real buyer decision
Choose a topic relevant to one offer. Review the questions individually with sales or a subject expert. Separate competitor-branded searches, unsuitable needs and questions the business can genuinely answer. Record why each is kept or rejected.
- Who owns it
- Content lead with sales
- Check before moving on
- Every retained question has a clear connection to a relevant buying decision.
Improve the right destination
Inspect existing pages before proposing a new one. Add a verified answer where it helps the reader, supported by appropriate evidence and a useful next step. Assign unanswered product facts to their responsible owner rather than filling gaps with generated assumptions.
- Who owns it
- Editor and product or delivery expert
- Check before moving on
- The released page answers the selected question accurately without duplicating another page’s job.
Review classification and outcomes separately
Record the change date and repeat a comparable report review. Flag misleading classifications through the beta feedback controls. Compare visibility observations with website referrals and commercial enquiries without assuming that one caused the other.
- Who owns it
- SEO and analytics owners
- Check before moving on
- Reporting distinguishes topic classification, citation observations and business outcomes.
How to check whether it worked
A useful review produces fewer, better-supported content decisions. The team can explain why a page was improved and why another suggested opportunity was declined. A citation observation is worth recording, but is not itself proof of additional qualified demand.
What to keep in mind
Bing says classifications can be imperfect, smaller sites may not see the view, competitor-branded questions can appear and volumes are approximate or ranged. These figures describe the report’s observed ecosystem, not all AI services, search demand or purchasing intent.
Read the original
Bing Webmaster Blog · 2026-10-13
Introducing Topics Portfolio (Beta) in AI Performance ↗