GEO (Generative Engine Optimization) insights and playbooks.https://stellar-ai.co/https://stellar-ai.co/blog/ai-product-discovery-ecommerce-5-actions/https://stellar-ai.co/blog/ai-product-discovery-ecommerce-5-actions/AI product discovery is shaping which brands get seen in generative answers. Learn 5 tactics top e-commerce brands use to get cited in ChatGPT, Google AI Overviews, Gemini and more.Thu, 26 Mar 2026 20:29:00 GMThttps://stellar-ai.co/blog/social-media-influence-on-ai-answers/https://stellar-ai.co/blog/social-media-influence-on-ai-answers/AI search engines increasingly analyze public social media content to detect real-world usage patterns, sentiment trends, and expert signals. This article explains how platforms like YouTube, Reddit, TikTok, Instagram, and LinkedIn influence AI-generated answers, and why crawlability determines which platforms matter most.Fri, 13 Mar 2026 23:48:00 GMThttps://stellar-ai.co/blog/how-ai-engines-retrieve-and-rank-sources-in-real-time/https://stellar-ai.co/blog/how-ai-engines-retrieve-and-rank-sources-in-real-time/AI search engines do not rely on static training data to decide what to cite. They retrieve, evaluate, and rank sources in real time using Retrieval-Augmented Generation (RAG). This article explains how AI engines fetch candidate documents, assess extractability and authority, and synthesize final answers, and why structure determines whether your brand is cited.Thu, 26 Feb 2026 23:13:00 GMThttps://stellar-ai.co/blog/generative-engine-optimization-kpis/https://stellar-ai.co/blog/generative-engine-optimization-kpis/GEO requires a new measurement framework. This guide breaks down the three layers of GEO measurement that define AI search performance: Infrastructure, Visibility, and Business Impact.Mon, 16 Feb 2026 23:51:00 GMThttps://stellar-ai.co/blog/pdp-geo-ai-recommendations/https://stellar-ai.co/blog/pdp-geo-ai-recommendations/In e-commerce GEO, the Product Detail Page (PDP) is the primary unit of optimization because AI systems extract, compare, and evaluate products at the SKU level. This article explains what makes a PDP citation-ready and how to structure product data for AI visibility.Thu, 12 Feb 2026 23:38:00 GMThttps://stellar-ai.co/blog/ai-search-readiness-geo-framework/https://stellar-ai.co/blog/ai-search-readiness-geo-framework/A practical GEO framework for evaluating whether your website is structured to be crawled, interpreted, trusted, and cited by AI engines.Wed, 11 Feb 2026 21:01:00 GMThttps://stellar-ai.co/blog/common-geo-mistakes/https://stellar-ai.co/blog/common-geo-mistakes/Most websites fail in AI search not because they lack content, but because their content isn’t extractable. This post breaks down the 10 most common GEO mistakes preventing AI citation. And the specific fixes that unlock visibility in ChatGPT, Google AI Overviews, Gemini, and other answer engines.Tue, 10 Feb 2026 23:40:00 GMThttps://stellar-ai.co/blog/geo-vs-aeo-vs-seo/https://stellar-ai.co/blog/geo-vs-aeo-vs-seo/SEO, AEO, and GEO describe different generations of search optimization. This article explains how they relate, where they overlap, and why GEO is the clearest framework for AI-driven search today.Mon, 09 Feb 2026 23:10:00 GMThttps://stellar-ai.co/blog/ecommerce-geo-how-ai-systems-recommend-products/https://stellar-ai.co/blog/ecommerce-geo-how-ai-systems-recommend-products/AI engines treat commerce sites differently than informational sites. This article explains how AI systems understand, compare, and recommend e-commerce products, and what brands must expose at the product level to be eligible for citation.Thu, 05 Feb 2026 20:13:00 GMThttps://stellar-ai.co/blog/five-pillars-of-geo/https://stellar-ai.co/blog/five-pillars-of-geo/AI systems assess five distinct dimensions that determine whether content is extractable, trustworthy, and worthy of citation. This article elaborates on Stellar’s GEO Framework and explains how AI engines actually evaluate websites along Five Pillars. Wed, 04 Feb 2026 23:35:00 GMThttps://stellar-ai.co/blog/how-ai-search-engines-decide-what-to-cite/https://stellar-ai.co/blog/how-ai-search-engines-decide-what-to-cite/AI search engines don’t cite sources based on writing quality or rankings. They follow a structured citation pipeline that filters content based on retrievability, extractability, and trust. This article explains how that process works, and why most content never gets cited.Tue, 03 Feb 2026 23:10:00 GMThttps://stellar-ai.co/blog/what-is-generative-engine-optimization/https://stellar-ai.co/blog/what-is-generative-engine-optimization/GEO focuses on making content extractable and citable by AI systems, not just rankable in search engines. This article explains what GEO is, why it matters, and how AI decides which sources to include in its answers.Mon, 02 Feb 2026 19:23:00 GMT