Google AI Overview Tracker: 8-selector battery + citation drift telemetry

Devil Scrapes Posted on May 31 Google AI Overview Tracker: 8-selector battery + citation drift telemetry # webscraping # seo # python # apify 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 no major SEO platform has solved. Ahrefs, Semrush, and Sistrix track your domain's SERP rank, but AI Overview appears above position 1 for roughly 30% of informational queries in 2026, and its citations are drawn from a different pool than your normal rankings. You can rank position 1 and still be invisible in AI Overview while a competitor's 2022 blog post gets cited six times — with no backlink your SEO tools can detect. That gap, structured per-query citation data you can query against a competitor list, is what this Actor closes. What is Google AI Overview? 🔎 Google AI Overview is the AI-generated summary block at the top of Google's search results for informational queries. It rolled out broadly in the US in May 2024 and expanded globally through 2025 — Google's generative-AI answer inside the SERP, its response to Perplexity and ChatGPT Search. For a query like "what causes inflation", it renders a 3-5 sentence synthesis with a carousel of 4-8 cited sources below it. The citations are the commercially interesting part. Those cited domains get free brand impressions, click-throughs, and authority signals that traditional SEO tools never surface. The shift is large enough that some publishers have watched informational-query traffic fall 20-40% even while their SERP rank held steady. Does Google AI Overview have an API? 📡 No. As of