"No leading genAI platform has explained its citation algorithm or provided optimization guidance. Yet it's clear from analyzing citations and traditional search rankings that Google powers ChatGPT, Gemini, AI Mode, and Grok, while Brave drives Claude and Perplexity."
"Grounded citations influence the answer itself. The platforms run searches, crawl the content of indexed pages, and quote those sources in the response. Ungrounded citations support and confirm the platforms' existing training data without influencing the answer directly."
"A recent New York Times article referred to an analysis by Oumi, an AI development firm, that found 'more than half' of the citations on AI Overviews (powered by Gemini) are ungrounded."
"According to a study published this month from search optimizer Kevin Indig, 61.7% of answers include data from an uncited source, which he calls a 'ghost citation.'"
Generative AI platforms utilize citations to enhance their responses, with Google and Brave being the primary drivers behind major platforms. There are two types of citations: grounded, which influence answers directly, and ungrounded, which support existing training data. The prevalence of ungrounded citations remains unclear, but a significant portion of citations in AI Overviews are ungrounded. Additionally, many responses include information from uncited sources, termed ghost citations, indicating a gap in source attribution.
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