On "How to build your first AI SEO agent (full walk-through)"

Building an AI agent for SEO work is a neat technical exercise that solves roughly zero problems practitioners actually have right now. The real bottleneck in SEO isn't executing keyword research or topic clustering faster—it's knowing what to do with the findings, making judgment calls about difficulty and intent, and defending strategic choices to clients who don't get it. If you're curious about the tech and have time to burn, fine, but don't mistake a working proof of concept for a tool that moves the needle on client results.