Articles

Notes from building real things

Web, React and Next.js, AI and RAG, and mobile. Written from production work, not tutorials about tutorials.

Google AI Mode Is Now the Default: What Query Fan-Out Means for How You Structure Pages

Google AI Mode is now the default, and it splits one query into many sub-queries before retrieving per sub-query. Here is what query fan-out actually does under the hood, from someone who builds fan-out RAG pipelines, plus a concrete playbook for restructuring your pages to get surfaced.

Jun 21, 2026· 8 min read

Google AI Mode Is Now the Default: What Query Fan-Out Means for How You Structure Pages - article cover

GEO & AI Visibility

Do AI Crawlers Render JavaScript in 2026? Why Your Next.js SPA Is Invisible to ChatGPT (and How to Fix It)

In 2026 GPTBot, OAI-SearchBot, ClaudeBot, and PerplexityBot still fetch initial HTML only and do not run your JavaScript. Here is a curl-with-bot-UA test harness to prove what they see, plus the App Router fix that puts your content back in the server-rendered HTML.

Jun 16· 8 min read

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