Nathan Gotch on Building an AI Agent That Actually Knows SEO

Nathan Gotch, Co-founder & CEO at Rankability, joins the show to break down why he burned down his SaaS platform after two years of outsourced development and rebuilt it in-house with AI. Nathan shares the real story behind that decision, including the 1,400 hours spent in meetings that finally pushed him to stop relying on an outside agency.

He walks through how Rankability’s AI agent, Serena, works: a base LLM layered with five million tokens of transcribed coaching calls, hundreds of SOPs, and years of consulting experience that no general AI model could replicate. Nathan explains how his team built an automated content pipeline that identifies search intent, pulls proven templates, researches up to 75 competitors per topic, and runs multiple editorial passes before a draft is ready to publish.

The conversation moves into off-page strategy, including how Nathan’s team prioritizes link building by tracking which URLs are actually being cited by AI platforms like ChatGPT, Claude, and Perplexity. He also discusses “topic domination,” the strategy of dominating owned channels like YouTube and LinkedIn on the same topics before pursuing outside coverage.

Nathan closes with candid advice on overcoming the fear of being on camera, why niching down beats going broad on YouTube, and why understanding how AI agents work is the single most important skill for business owners right now. He shares a personal story about a disastrous first video experience and how he pushed through it to build one of SEO’s most recognized YouTube channels.

This episode is packed with practical detail for marketers, agency owners, and founders trying to understand what it actually takes to build for AI search visibility today.