New tool measures brand visibility in AI search results using Gemini and BigQuery

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Engineer Hastimal Jangid has developed a reference implementation to analyze AI search visibility. It scans AI-generated answers for brand mentions, their position, and source citations. The tool stores this historical scan data in Google's BigQuery for analysis. This approach treats AI visibility as a measurable engineering challenge. The goal is to help businesses understand how they are presented in AI search responses before a user visits their website.

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