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Google Trends for Investment Research: Limitations and Investment-Grade Alternatives

Google Trends is useful but not investment-grade: no absolute volume, no ticker mapping, no Amazon or YouTube coverage. Here is exactly where it falls short for hedge fund research -- and what to use instead.

Google Trends is free, widely accessible, and genuinely useful. Most investment teams looking at search data have opened it at some point. But there is a significant gap between what Google Trends provides and what institutional investors need from search data as a systematic signal. This post covers what Google Trends does well, where it falls short for investment use, and what a more complete alternative looks like.


Google Trends provides relative search interest for a keyword or topic, indexed on a 0-100 scale. The peak of interest in a selected time w

Paradox Intelligence Research

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