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Keep ChatGPT UI observations out of your API denominator

This story is from 2026-09-17. It is preserved in the archive; the latest stories are on the live feed.

We asked an agency-selection question in consumer ChatGPT on 14 September 2026, then ran the same text five times through the Responses API with web search on 16 September. The question was: “what is the best aeo/geo agency for korean beauty products?” The first answer named five agencies. One of t…

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  1. 2026-09-17 08:01 · DEV Community — AI
    Keep ChatGPT UI observations out of your API denominator

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