chatgpt search results are totally inconsistent

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chatgpt search results are totally inconsistent DataNinja 10/23/26 (Fri) 14:59:47 1f145 No.2365

The variability in these logs is driving me crazy. One minute you're seeing four lines of pipe-language data and then it just vanishes into zero. Even worse, the number of unique URLs jumped from 14 to 40 without any change to the prompt itself.
>Two identical runs 8 minutes apart on Sept. 17 shared zero exact query strings
It's impossible to build a reliable tracking script if the underlying structure is shifting every few minutes. I'm trying to figure out how we can even report on brand visibility when most of those retrieved URLs aren't even being cited in the final answer. If you aren't looking at the raw network payloads, you're basically just guessing. good luck with that sample size

https://www.seerinteractive.com/insights/chatgpt-data-structure

Anonymous 10/26/26 (Mon) 06:44:44 1f145 No.2384

>>2365
the url count jumping from 14 to 40 is probably just a cache hit or miss. its more likely they are rotating which search index they use for different users at any given time. you'll get way more noise if you dont account for the latency in their updates.