<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Shanmugaraj</title><link>https://shanmugaraj.com</link><description>Exploring Search, AI and the Web.</description><item><title>How ChatGPT Selects Brand Images in Visual Answers</title><link>https://shanmugaraj.com/blog/brand-images-visual-answers/</link><guid>https://shanmugaraj.com/blog/brand-images-visual-answers/</guid><description>A proposed framework for investigating image selection, metadata, and source attribution in AI answers.</description><pubDate>Sat, 17 Oct 2026 00:00:00 GMT</pubDate></item><item><title>From Rankings to Citations: Measuring AI Search Visibility</title><link>https://shanmugaraj.com/blog/rankings-to-citations/</link><guid>https://shanmugaraj.com/blog/rankings-to-citations/</guid><description>A practical measurement plan for mentions, citations, and brand visibility across AI platforms.</description><pubDate>Mon, 12 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Understanding Query Fan-Out in AI Search</title><link>https://shanmugaraj.com/blog/query-fan-out/</link><guid>https://shanmugaraj.com/blog/query-fan-out/</guid><description>A research checklist for exploring how broader questions can branch into smaller information needs.</description><pubDate>Thu, 08 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Technical SEO for AI Crawlers</title><link>https://shanmugaraj.com/blog/technical-seo-ai-crawlers/</link><guid>https://shanmugaraj.com/blog/technical-seo-ai-crawlers/</guid><description>A baseline checklist for making published content accessible, readable, and easy to inspect.</description><pubDate>Thu, 01 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Building a Repeatable AI Research Workflow</title><link>https://shanmugaraj.com/blog/repeatable-ai-research/</link><guid>https://shanmugaraj.com/blog/repeatable-ai-research/</guid><description>A small, reviewable workflow for organizing prompts and preserving observations.</description><pubDate>Fri, 25 Sep 2026 00:00:00 GMT</pubDate></item></channel></rss>