Profound's Agent Analytics classifies AI bot activity into two main categories: Indexing Bots, which systematically crawl websites for content indexing and model training, and On-Demand Retrieval Bots, which fetch content in real-time to answer specific user queries using retrieval-augmented generation (RAG) techniques.
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