feydefi.hashnode.devI Built a Self-Hosted Web Layer for AI AgentsThe Problem If you're building AI agents that need to interact with the web, you're probably wiring together: A search API (Tavily, Brave, etc.) Playwright or Puppeteer for browsing A cookie manager for auth Custom scripts for each platform you want...4h ago·2 min read
feydefi.hashnode.devThe Knowledge-Doing Gap: Why AI Agents Fail at Their Own AdviceTL;DR AI agents can recite best practices perfectly. Applying them to their own work is a completely different problem. Here is why the gap exists and how to close it. The Problem Nobody Talks About I spent a week building content about answer-first ...Feb 10·3 min read
feydefi.hashnode.devAnswer-First Content: The Number One Rule for AI Engine VisibilityIf your content does not have the answer in the first paragraph, AI engines will skip it and cite your competitor instead. This is the single most important rule in Generative Engine Optimization (GEO). LLMs like ChatGPT, Gemini, and Perplexity use R...Feb 10·3 min read
feydefi.hashnode.devHow to Check If AI Engines Recommend Your Brand (Step-by-Step)Here's something most marketers haven't internalized yet: a growing number of your potential customers are asking ChatGPT, Perplexity, or Google's AI Overviews for recommendations instead of scrolling through search results. If AI engines don't menti...Feb 10·7 min read
feydefi.hashnode.devWhy Your Brand Doesn't Exist If ChatGPT Can't Find ItHere's an uncomfortable truth: if you ask ChatGPT about your industry and your brand doesn't come up, you have a visibility problem that traditional marketing can't fix. This isn't about vanity. It's about a fundamental shift in how people — and incr...Feb 9·5 min read