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Weekend build: a $19 self-hosted AI visibility tracker (one Python file + GitHub Actions)

This story is from 2026-10-25. It is preserved in the archive; the latest stories are on the live feed.

I kept hearing "SEO is dead, AI tells your prospects what to buy" and kept wondering what Gemini actually says when someone in my niche asks "best X in 2026". Checking by hand on a Monday morning is annoying. The tools that automate this — Profound, Peec, Otterly — start at $29/month and go up to $…

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  1. 2026-10-25 08:16 · DEV Community — AI
    Weekend build: a $19 self-hosted AI visibility tracker (one Python file + GitHub Actions)

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