Inferring AI Overview prompts from GSC Gen AI report with a multi-agent workflow
gaganghotra_ · x · 2026-10-12
A workflow built on Google Search Console's Generative AI report: GSC shows which pages appear in Google AI answers but not which prompts triggered them. The author's fix is a multi-agent team — a coordinator dedupes and batches URLs, three analyst agents fetch pages and infer up to 4 evidence-backed prompt hypotheses per page, and a QA agent verifies excerpts and blocks unsupported claims — outputting promptestimatesmain.csv, coverage.csv, and 301 redirect suggestions to boost visibility in AI Overviews and AI Mode.
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