AI is changing how buyers research, shortlist vendors, and validate decisions before ever reaching out to sales. Matt sits down with guest Gina Hortatsos, Chief Growth Officer at DefenseStorm, to unpack how her team built an AI-powered content machine without sacrificing authenticity, quality, or buyer relevance. Gina shares how DefenseStorm uses workflow architecture, buyer insights, subject matter experts, and human-in-the-loop review to create content at greater speed and scale. She explains why AI is not magic, why architecture matters, and how high-quality content can help brands show up in AI search while still sounding like real humans. What you’ll learn in this episode: - Why practical buyers are intolerant of generic “AI slop” - How DefenseStorm built a content workflow using Notion, Claude, and human review - Why architecture is the foundation of any effective AI content system - How AI search visibility and ICP website traffic improved after launching the process Check out Gina on LinkedIn! https://www.linkedin.com/in/ginahortatsos/
AI is changing how buyers research, shortlist vendors, and validate decisions before ever reaching out to sales. Matt sits down with guest Gina Hortatsos, Chief Growth Officer at DefenseStorm, to unpack how her team built an AI-powered content machine without sacrificing authenticity, quality, or buyer relevance.
Gina shares how DefenseStorm uses workflow architecture, buyer insights, subject matter experts, and human-in-the-loop review to create content at greater speed and scale. She explains why AI is not magic, why architecture matters, and how high-quality content can help brands show up in AI search while still sounding like real humans.
What you’ll learn in this episode:
- Why practical buyers are intolerant of generic “AI slop”
- How DefenseStorm built a content workflow using Notion, Claude, and human review
- Why architecture is the foundation of any effective AI content system
- How AI search visibility and ICP website traffic improved after launching the process
Check out Gina on LinkedIn! https://www.linkedin.com/in/ginahortatsos/