In this episode of "Full Tech Ahead," host Amanda Razani interviews Josh Koenig, co-founder and SVP of Marketing at Pantheon. 

They discuss how the rapid adoption of AI agents and LLMs is fundamentally changing web traffic and search behavior. As more people "ask" AI instead of searching Google, organic website traffic is dropping, but the visitors who do click through are highly "primed" and ready to act. 

Koenig advises companies against turning their websites into chatbots; instead, they should focus on AI Engine Optimization (AEO) by ensuring lightning-fast load times, properly structured content, and strong third-party reviews. 

He also warns against the flood of bland, AI-generated content ("AI slop"), emphasizing that a unique brand voice is essential to stand out. Finally, he notes that as privacy changes make tools like Google Analytics less reliable, the future of metrics lies in server-side, full-clickstream tracking.

Key Quotes

"The majority of people are no longer searching. They're asking and they're having an AI, an agent, an LLM, sort of start their research."
"Trying to beat ChatGPT or Claude at its own game on your website is probably not smart."
"Fundamentals are what matter more than ever... having your website be fast, having your content be good, having a team that can move quickly without breaking things."

Takeaways

Traffic is Down, but Intent is Up: AI answers simple queries directly, reducing overall organic website traffic and increasing cost-per-click. However, visitors who bypass the AI to reach your site are much further along in their journey and highly motivated.

Optimize for AI Crawlers: To be cited in AI overviews, your website needs three things: high speed (AI bots won't wait for slow pages), well-structured content (using Q&A formats and clear H1/H2 tags), and a strong reputation on third-party review sites.

Avoid "AI Slop": The internet is being flooded with cheap, mediocre, AI-generated content. To succeed in marketing, you must educate and entertain by starting with a strong point of view and a distinct human voice that AI cannot replicate.

The Future of Analytics: Increased privacy settings and opt-outs are making traditional tools like Google Analytics less reliable. Businesses will need to shift to server-side (clickstream) tracking to accurately measure true human engagement and track how often AI crawlers are querying their sites.

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