geo-aeo-optimizer

The GEO/AEO Optimizer fragment presents a plausible, purpose-aligned workflow for auditing and optimizing webpages for AI visibility. Main security considerations center on credential management for the optional OpenAI API key, data sharing with external services, and dependency/supply-chain controls for the external scripts. The SSR gating rule could affect usability. Overall, the design is benign with manageable risk, provided proper consent, secure credential handling, dependency versioning, and secure execution environments are enforced.