When resources are limited, SEO teams face tough investment choices. Martha van Berkel, CEO of Schema App, advocates prioritizing comprehensive data cleanup before AI content expansion. She explains that websites often contain irrelevant content that dilutes authority, making cleanup essential for establishing a baseline before strategic expansion. Martha recommends following cleanup with targeted investment in high-quality, knowledge-rich content that serves both generative AI and human users effectively.

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In the GenAI era, search is "behind" according to industry experts. Martha van Berkel, CEO of Schema App, explains why most SEOs remain too tactical rather than strategic in their approach to AI-driven search. She advocates for cross-functional collaboration, executive education about zero-click searches, and structured data implementation to bridge the gap between traditional SEO metrics and the new search landscape.

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LLMs fail because they're prediction machines, not fact machines. Michelle Robbins, Manager of Strategic Initiatives and Intelligence at LinkedIn, explains why AI models produce inconsistent responses and require critical evaluation. She advocates treating LLMs as thought partners rather than absolute authorities, emphasizing the critical importance of AI alignment to prevent harmful outputs and ensure optimal human outcomes as we progress toward artificial general intelligence.

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