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I Built a Simple AI Visibility Tracker in Python. Here’s What Breaks When You Scale It

This story is from 2026-09-22. It is preserved in the archive; the latest stories are on the live feed.

I Built a Simple AI Visibility Tracker in Python. Here’s What Breaks When You Scale It AI visibility tracking sounds like a fairly simple programming problem. Ask ChatGPT a question. Check whether a brand appears in the answer. Save the result. Repeat tomorrow. And honestly, at first, it is that si…

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  1. 2026-09-22 20:20 · DEV Community — AI
    I Built a Simple AI Visibility Tracker in Python. Here’s What Breaks When You Scale It

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