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LLM-Citeops
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LLM-Citeops is a Node.js CLI that audits AEO and GEO readiness, exports reports, and supports CI score thresholds.

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FAQ

LLM-Citeops is a Node.js CLI for AEO and GEO auditing. It evaluates URLs or content sources for answer readiness and AI citation trust, then exports human-readable and machine-readable reports. Teams can enforce score thresholds in CI to catch visibility and trust regressions before release. Core capabilities include: Dual AEO and GEO scoring, URL and file-based audits, HTML/JSON/CSV report exports.

Common scenarios include: Pre-release content auditing, AI visibility baseline monitoring, SEO-content team alignment.

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