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We Got Tired of Measuring AI Visibility With Just One Citation Score

This story is from 2026-10-27. It is preserved in the archive; the latest stories are on the live feed.

"Are you mentioned by ChatGPT" — yes or no. That's where we started too, and we kept running into the same problem: the yes/no was hiding the actual story. So we built four things to go past the single snapshot. Citation Stability — Getting cited once? Could be luck. We started tracking whether it…

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  1. 2026-10-27 16:38 · DEV Community — AI
    We Got Tired of Measuring AI Visibility With Just One Citation Score

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