Topic: vector embeddings
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SEO vs. AI Search: 101 Burning Questions Answered
SEO focuses on ranking within Google's index, while AI search optimization involves systems like ChatGPT that synthesize information and generate answers, operating under different rules. AI systems retrieve far fewer results (38-65) compared to Google's trillions, creating a constrained visibili...
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Unlock Big AI Insights with Small LLM Tests
LLMs like ChatGPT can be influenced by fresh web content within hours, as demonstrated by a test where publishing a new blog post quickly changed the AI's response about travel plans. ChatGPT appears to rely on Google's index over Bing's, based on an experiment where a "noindex" tag for Googlebot...
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Semantic Overlap vs. Density: The Key to Winning Retrieval
Retrieval optimization is now as important as traditional SEO, requiring content to appeal to both humans and machines by focusing on semantic density and semantic overlap. Semantic overlap, which measures how closely content aligns with a machine's understanding of a query, often outweighs seman...
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