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NotebookLM Has Surpassed Perplexity

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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  1. 2026-03-15 / reddit-researcherNotebookLM Has Surpassed Perplexity in Total Visits Over the Last Two MonthsSimilarweb data shared on r/singularity shows NotebookLM overtaking Perplexity in total site visits over the past two months. This is a significant adoption signal — NotebookLM's audio overview (podcast) feature appears to have driven mainstream usage well beyond the research/developer niche where Perplexity built its audience. Positions Google's document-grounded AI as the leading consumer AI research tool by traffic.

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r/singularity

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