Todd and Kelly sit down with Sami Akkawi, founder of Petra Labs, to explore the seismic shift from traditional SEO to Answer Engine Optimization (AEO).

Sami, who made the leap from Morgan Stanley investment banking to AI-driven marketing, reveals why brands must fundamentally rethink their digital strategy as AI models like ChatGPT become the new gatekeepers of consumer trust.

The conversation dives deep into the tension between optimization and manipulation, exploring whether AI search truly delivers on its promise of truth-seeking or simply creates new opportunities for those with the deepest pockets.

From Reddit's hidden algorithms to the death of programmatic content, this episode challenges marketing executives and brand managers to confront the truths about authenticity, scalability, and the future of consumer engagement.

Sami shares compelling data on why AI traffic converts 7-15 times better than traditional sources, how smaller brands can compete against giants like Amazon, and why the SEO playbook of the last 20 years might be more relevant—and more obsolete—than anyone expected.

Chapters:

(00:00:00) - The Trust Revolution in AI Search
(00:01:00) - From Wall Street to AI: How a Morgan Stanley Banker Became an Answer Engine Expert
(00:02:48) - From SEO to AEO: Defining Answer Engine Optimization
(00:04:00) - Why AI Traffic Converts 7-15x Better Than Traditional Search
(00:06:58) - The Fine Line Between Optimization and Manipulation
(00:11:43) - How AI Models Assign Authority Differently Than Google
(00:15:00) - Personalization at Scale: The Future of AI-Driven Recommendations
(00:18:20) - Can Small Brands Compete Against Giants in AI Search?
(00:22:43) - User Generated Content: Reddit, TikTok, and the 8-Month Rule
(00:30:00) - Healthcare vs CPG: Industry-Specific AEO Strategies
(00:35:42) - The Danger of Short-Term Hacks and Long-Term Consequences
(00:41:18) - Content is Still King: Why Authentic Storytelling Matters More Than Ever
(00:45:30) - The $399/Month Easy Button Myth: Why Real Work Still Wins

Links and Resources:

Petra Labs Website
Sami Akkawi on LinkedIn
Kelly Maguire on LinkedIn
Todd Juneau on LinkedIn
Vuja Dé Digital

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Inside the Seismic Shift from SEO to Answer Engine Optimization