Query Fan-Out on Shopti.ai Blog - AI Agent Discoverability for Ecommercehttps://blog.shopti.ai/tags/query-fan-out/Recent content in Query Fan-Out on Shopti.ai Blog - AI Agent Discoverability for EcommerceHugo -- 0.157.0enWed, 29 Jul 2026 10:00:00 +0200How Google AI Mode Query Fan-Out Reshapes Ecommerce Product Content: A GEO Frameworkhttps://blog.shopti.ai/posts/google-ai-mode-query-fanout-ecommerce-geo-framework-2026/Wed, 29 Jul 2026 10:00:00 +0200https://blog.shopti.ai/posts/google-ai-mode-query-fanout-ecommerce-geo-framework-2026/Google AI Mode uses query fan-out to issue dozens of sub-queries per shopper question. Ecommerce stores that structure product content for fan-out coverage see 47% higher citation rates. Here is the framework.