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Richard Mendell

Great job outlining the breakdown on semantic SEO, especially the bit about using AI to map out entity relationships. The part about Google’s move toward topic-based indexing in the context of BERT and MUM caught my attention. With 92.3% of global traffic coming from Google Search, nailing this feels crucial. Curious, have you seen better ranking shifts using tools like Frase or Surfer compared to traditional keyword clustering?

Hi Richard,

We appreciate your detailed semantic SEO insights, especially on AI-driven entity mapping. Google’s shift to topic-based indexing with BERT and MUM definitely raises the stakes. With over 92% of traffic via Google, it’s a game changer. Have you found tools like Frase or Surfer outperform classic keyword clustering for topical authority? Would love to hear your experience.

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