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  1. News
  2. › AI adoption outpaces ability to measure ROI impact
  3. › Jun 23, 2026
AI adoption outpaces ability to measure ROI impactTuesday, June 23, 2026
AnalyticsLLMSearchBingGoogleMicrosoftOpenAIAI Performance Report · bingChatGPT · openaiMicrosoft Copilot · microsoftSearch Console · googleWebmaster Tools · bing

Bing upgrades AI Performance Report with expanded visibility metrics

Bing has improved its AI Performance Report in Webmaster Tools with new metrics including query intent, topic classification, and citation share to help publishers track visibility in AI-generated answers. Commerce teams can now reverse-engineer high-performing pages and identify optimization opportunities across Copilot citations and AI-generated summaries in Bing.

AI-generated. Summaries are AI-generated from cited sources. Click through for the original report.

Bing has enhanced its AI Performance Report in Webmaster Tools with expanded metrics designed to give publishers clearer visibility into how their content appears in AI-generated answers (Practical Ecommerce). The report tracks citations in Microsoft Copilot, AI-generated summaries in Bing, and select AI partner integrations, with new data points including query intent (Navigational, Informational, Commercial, Comparison, and more), query topic classification, average unique pages cited per day, and "citation share"—the percentage of citations attributed to a site out of all citations for a specific grounding query (Practical Ecommerce).

For commerce practitioners, this transparency addresses a critical gap: unlike Google's Search Console, which combines AI Overviews and organic listings without clear attribution, and ChatGPT, which shares metrics only with licensed publishers, Bing now offers actionable data to optimize for AI visibility (Practical Ecommerce). Users can identify low-citation opportunities, reverse-engineer high-performing pages, detect duplicate intent issues, and use topic clustering to improve internal linking strategy.

Setup requires only a Microsoft account and roughly 24 hours for data collection after importing sites from Google Search Console (Practical Ecommerce). This positions Bing as the first search platform to offer native transparency for AI-driven search visibility, a competitive advantage for e-commerce teams seeking to optimize beyond traditional organic rankings.

Sources:1 report
  • Practical Ecommerce
‹ Newer storyMerkle: 88% of Retailers Deployed AI, Only 6% Proved ROIOlder story ›McKinsey: AI Flywheels Drive Ecommerce Growth Through Interconnected Decisions

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ShareLast updated: June 23, 2026