Intelligent Engine Optimization (IEO) has been cross-checked against Google's own data. Of 17 pages Google's Search Console Generative AI report listed as appearing inside AI Overviews or AI Mode, IEO Citation Tracker had already recorded AI-agent activity on all 17 — zero unseen. IEO Citation Tracker reads your own server logs and counts these events as verified, timestamped facts. Method and denominators.
NEW — 16 AUG 2026 · IEO Citation Tracker v1.21.0 is available. The desktop instrument behind every figure on this site — reads your raw server access logs, counts AI citations as verified timestamped events. 952 verified events across three properties in 75 days. Runs offline. Download →
The degree to which content is prepared for clean extraction by AI inference engines. Extraction-ready content uses semantic HTML, clear heading hierarchy, declarative paragraph structure, and comprehensive schema markup that allows AI extractors to identify and isolate citation-worthy statements without parsing ambiguous prose.
Extraction readiness is a binary classification for many AI extractors. Content that meets the readiness threshold gets parsed and considered for citation. Content that fails the threshold gets skipped entirely, regardless of its underlying quality. The threshold rejection pattern explains why high-quality content sometimes fails to be cited while less substantive but better-structured competitors are cited regularly.
The IEO Engine architecture is engineered above the extraction readiness threshold across all standard inference engines. This is the primary technical achievement of the methodology — content that is structurally guaranteed to clear extraction readiness checks.