Bing Webmaster Tools AI Performance: How to Track AI Citations in 2026

For years, there was no way to know whether an AI assistant had actually used your content to answer someone’s question, or ignored it completely. In February 2026, that changed: Microsoft added an AI Performance report to Bing Webmaster Tools, giving site owners the first free, first-party look at how Copilot pulls from their pages. If you’re trying to track AI citations and prove your GEO work is doing anything measurable, this is currently the only official dashboard that can show you.

This guide covers what the report actually measures, its real limitations, how to set it up correctly, and how to read the data without drawing the wrong conclusions from it — which, based on how the tool is being discussed since launch, is a genuinely easy mistake to make.

What Is the AI Performance Report, Exactly?

AI Performance is a dashboard inside Bing Webmaster Tools that logs when Microsoft Copilot and Bing’s AI-generated summaries use one of your pages as a source while building an answer. Search Engine Land first reported Microsoft was testing the feature in late January 2026, and it shipped as a public preview shortly after.

What It Actually Tracks

• Total citations — how many times your site was used as a source in a given date range
• Cited pages — which specific URLs are being pulled from
• Grounding queries — the internal search phrases Copilot generated to retrieve your content
• Visibility trends — how citation activity moves over time

A later June 2026 update added intent and topic breakdowns, a citation-share view, and a side-by-side comparison feature — expanding the original launch metrics rather than replacing them.

What It Does Not Track

This is the part most coverage glosses over, and it matters:

• ChatGPT, Perplexity, Google AI Overviews, Claude, and Gemini are not included. Microsoft’s report only covers its own ecosystem — Copilot and Bing’s AI summaries, plus select partner integrations.
• No public API exists yet. A Microsoft representative acknowledged on social media that API access is on the roadmap without giving a date, so exporting or automating this data currently means manual CSV downloads.
• It shows citation frequency, not prominence. A page cited once as the sole source of an answer and a page cited as one of six supporting links both count as “one citation” in the same way.

Treat this dashboard as a window into one part of the AI search landscape — a genuinely useful one, since it’s official, free, and first-party — rather than a complete picture of your AI visibility everywhere.

Understanding the Core Metrics

Total Citations Is a Frequency Count, Not a Traffic Metric

A rising citation count is a good sign, but it’s not the same as rising traffic or revenue. Several early adopters who reviewed their first data pulls after launch reported citation volume concentrated heavily on a small number of pages — in some published cases, a single page accounted for the large majority of a site’s total citations. That kind of concentration appears to be common, not unusual, in the early data.

Grounding Queries Reveal How Copilot Interprets Your Content

This is arguably the most useful — and most misread — metric in the report. Grounding queries are not what a user actually typed. They’re Copilot’s own internal reformulation of that question when it went looking for source material.

Example: a user might ask Copilot “best budget laptops 2026.” The grounding query pulling from your review page might instead be phrased something like “laptop price-to-performance comparison” — Copilot’s own rewritten version of the underlying intent, not a transcript of the original question.

This distinction matters for content strategy: grounding queries tell you how Copilot categorizes your content’s purpose, which is genuinely useful for spotting content gaps, but they shouldn’t be read as literal audience search data the way a traditional keyword tool’s queries are.

Reporting Lag Is Real

Multiple early users of the tool have noted a delay of roughly two to three days between when a citation event happens and when it appears in the dashboard. Don’t interpret a quiet day or two as a sudden drop in visibility — check again after the lag window closes before reacting.

How to Set Up and Access AI Performance

1. Verify Your Site First

You need a verified property in Bing Webmaster Tools before any AI Performance data can appear. Verification is free and takes one of three forms:

1. Uploading an XML verification file to your server
2. Adding a meta tag to your site’s <head>
3. Adding a DNS record through your domain registrar

For larger or more frequently redeployed sites, the DNS method tends to hold up better over time — meta tags can get accidentally stripped during a site rebuild or CMS migration.

2. Locate the Report

Once verified, log in at Bing Webmaster Tools and select AI Performance from the left-hand navigation. New verifications typically need a day or two before any data populates — an empty dashboard immediately after verifying doesn’t mean anything is broken.

3. Export for Deeper Analysis

The dashboard’s built-in charts are useful for a quick glance, but the CSV export is where the real page-level and query-level detail lives. Given the lack of an API so far, this manual export is currently the only way to pull the data into a spreadsheet or a separate reporting dashboard.

Reading the Data Without Overreacting

A few patterns are worth understanding before you act on anything the dashboard shows you.

Zero Citations Doesn’t Always Mean a Content Problem

If your citation count is at or near zero, check the technical layer before assuming your content is the issue:

• Is Bingbot blocked in robots.txt? If Bing can’t crawl and index a page in the first place, Copilot has nothing to cite — this is a separate, earlier-stage problem from content quality.
• Is the page actually indexed in Bing yet? New content needs to clear normal indexing before it becomes eligible for citation at all.
• Has enough time passed? Between indexing lag and the reporting delay described above, a genuinely new page can take longer to show data than it feels like it should.

A Sharp, Sudden Drop Usually Has a Specific Cause

Citation activity can decline sharply for a page that was previously performing well. Reported patterns since launch point to a few recurring explanations: the content may be aging out of Copilot’s preference for current information on time-sensitive topics, a competing page may have entered the index with fresher or more directly structured content, or an unrelated technical change (a redesign, a URL change, a robots.txt edit) may have coincided with the drop. Treat a decline as a prompt to investigate, not as evidence of a platform-wide problem.

Citation Without Credit Happens More Than Citation With Credit

Copilot can absorb and be influenced by a page’s content — shaping how it frames an answer — without ever explicitly naming that page as a source. The AI Performance report only logs the visible citation events, which means the actual scope of how your content influences Copilot’s answers is very likely larger than what the dashboard shows.

What to Do With This Data

Content structure tends to correlate with stronger citation activity — clear headings framed as direct questions, specific figures and named sources rather than vague claims, and FAQ-style sections that state one clear answer per section. This mirrors long-standing structured-content advice for traditional search, applied to an extraction-focused context.

Schema markup remains relevant. Article, FAQ, Product, and HowTo schema, drawn from Schema.org’s vocabulary, give any system parsing a page — Bing’s index included — a clearer, machine-readable signal of what the content covers.

Server logs are worth checking alongside the dashboard. Reviewing raw server logs for Bingbot and other AI crawler visits gives an independent confirmation that content is actually being fetched, which is a useful cross-check against what the dashboard reports.

Frequently Asked Questions

Does Bing Webmaster Tools’ AI Performance report show ChatGPT citations?

No. It covers only Microsoft’s own AI surfaces — Copilot, Bing’s AI-generated summaries, and select partner integrations. ChatGPT, Perplexity, Google AI Overviews, Claude, and Gemini are not included in this report.

Is the AI Performance report free?

Yes. It’s included at no cost for any verified property in Bing Webmaster Tools, which is itself a free tool.

How long does it take for new citations to show up in the dashboard?

Based on reports from early users since launch, there’s typically a reporting lag of roughly two to three days between a citation event and its appearance in the dashboard, on top of normal indexing time for brand-new content.

Does blocking GPTBot affect my Bing AI Performance data?

No — GPTBot and Bingbot are separate crawlers controlled independently in robots.txt. Blocking one does not block the other, so a GPTBot-only block has no effect on what Copilot sees or cites.

Can I access AI Performance data through an API?

Not yet. As of this writing, Microsoft has acknowledged API access is planned but hasn’t given a release timeline, so exporting data currently means manual CSV downloads from the dashboard.

Conclusion

The AI Performance report is the first real, official window into how an AI assistant uses your content — a meaningful upgrade from guessing. But it only covers Microsoft’s ecosystem, shows frequency rather than prominence, and comes with a reporting lag worth accounting for before drawing conclusions. Start by verifying your site if you haven’t already, then check the LLMrush AI Crawlability Checker to confirm Bingbot has clean access before assuming a content problem.