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The paid AI visibility tools charge $24 to $295 per month. Here's what open source gives you for free.

The AI visibility tool market has a pricing floor of $24/month and a ceiling of $295/month. There are at least 15 paid products tracking how brands appear in ChatGPT, Perplexity, Gemini, and Google AI Overviews. Most of them do something useful. None of them do what an open-source site audit does,…

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  1. 2026-11-03 08:00 · DEV Community — AI
    The paid AI visibility tools charge $24 to $295 per month. Here's what open source gives you for free.

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