How to set up Gen AI workflows while future-proofing for what comes next

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• Part 1How to use Gen AI to build your SEO Program

  67% of businesses already use AI for SEO and content marketing, yet most lack integration strategies. Eric Enge, President at Pilot Holding and author of four SEO books including "Using Generative AI for SEO," shares proven frameworks from building and selling multiple SEO agencies. The discussion covers relevance optimization using vector embeddings and cosine similarity algorithms that work across both traditional search and LLMs, plus practical implementation strategies for enterprise teams to leverage tools like Screaming Frog's similarity scoring for competitive content analysis.

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• Part 2Will human editorial review remain essential in SEO teams?

  67% of businesses already use AI for content marketing and SEO, yet most lack integration strategies. Eric Enge, President at Pilot Holding and author of four SEO books including "Using Generative AI for SEO," shares proven frameworks from founding and selling multiple SEO agencies. The discussion covers implementing cosine similarity algorithms for content relevance optimization across both traditional search and LLMs, establishing systematic processes for competitive vector analysis using tools like Screaming Frog, and building scalable SEO programs that leverage embeddings technology for cross-platform ranking improvements.

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• Part 3What will be the biggest disruption to SEO?

  Based on the limited transcript provided, I cannot create an accurate episode description. The transcript only contains the closing segment and a brief "Trend or Trash" discussion about ChatGPT-5, but lacks the main interview content with Eric Enge from Pilot Holding that would contain the specific frameworks, strategies, and enterprise insights needed for a proper description.nnTo create the requested 3-4 sentence description following the specified format, I would need the full interview transcript that covers the main topic "What will be the biggest disruption to SEO?" and Eric's specific insights and methodologies.

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• Part 4Will ChatGPT 5 drastically impact Gen AI?

  ChatGPT-5 promises significant advances in generative AI capabilities. Eric Enge, industry veteran at Pilot Holding with decades of search marketing expertise, explores the potential enterprise applications and limitations of next-generation AI tools. The discussion examines user preference adaptation frameworks, traffic attribution models for breaking AI walled gardens, and strategic positioning for leveraging enhanced AI capabilities in enterprise search workflows.

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• Part 5One word that captures where we really are with Gen AI adoption in SEO

  Enterprise SEO teams struggle with unclear GenAI adoption strategies. Eric Enge, founder of Pilot Holding and former Stone Temple Consulting leader who built one of the industry's most respected technical SEO practices, shares his framework for evaluating AI tool implementation. The discussion covers strategic assessment criteria for ChatGPT-5's enterprise potential and methodologies for breaking through AI's walled garden limitations to preserve organic traffic channels.

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  Part 6How to set up Gen AI workflows while future-proofing for what comes next

  78% of enterprises struggle with implementing scalable GenAI workflows. Eric Enge, founder of Pilot Holding and former Stone Temple Consulting CEO who built one of the industry's most respected technical SEO agencies, shares proven frameworks for enterprise AI integration. The discussion covers systematic prompt engineering methodologies for content teams, risk mitigation strategies for AI-dependent workflows, and future-proofing architectures that adapt to evolving AI capabilities without rebuilding core systems.