Google AI Overview Tracker: 8-selector battery + citation drift telemetry
Quick answer: Google publishes no API for AI Overview citations. The only way to get the data programmatically is to render Google SERPs in a real browser and parse the citation carousel client-side. The Google AI Overview Citation Tracker does exactly that — one Pydantic-validated row per (query × cited source) at $5.50 per 1,000 rows, with selector-drift telemetry so you know when Google rotates its markup before your dashboard goes dark. Answer Engine Optimization has a measurement problem...
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