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Controlled AI citation test reveals source order matters less than it initially appears

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Research

TLDR

A controlled test shows source order has less influence on AI citation patterns than surface metrics suggest, with structured rewrites playing a larger role in attribution.

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Optimixed's original report on this story.

Search Engine Journal conducted a controlled test examining how source order affects AI citation behavior and found that while order appeared to matter in raw data, structured rewrites had a more significant impact on how citation credit was distributed across sources. The finding suggests that factors beyond simple positional ranking influence how AI systems allocate attribution.

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