Search & Digital Marketing · via Search Engine Land

ChatGPT citations change when hidden search pipelines switch

6h ago · curated by Catalyst Web Trendz

ChatGPT citations change when hidden search pipelines switch

Two new analyses found that ChatGPT’s cited sources changed as its search traffic shifted between hidden retrieval pipelines. The findings. Research from Chris Green and Suganthan Mohanadasan adds a new complication to AI visibility tracking: the final answer doesn’t reveal how ChatGPT selected its sources. Both researchers found internal source-selection labels, including Labrador, Bright, Oxylabs, and SERP. Those labels sit behind the answer, not in the citation cards users see. Hidden pipelines changed sources . Green tested 1,000 prompts up to 10 times each and captured 9,946 completed search runs. Most prompts stayed on one retrieval…

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