GEO GUIDES

Practical GEO guides

Review README and API documentation for structure, example consistency, and stated prerequisites, with actionable fixes. Version numbers and code semantics are untouched; interface details that cannot be confirmed are flagged. The guides in this section are free to read, with no expiry.

A Documentation Review Checklist

Four dimensions: accuracy (matches actual behaviour), completeness (a new user can succeed independently), structure (navigable and searchable), and freshness (in sync with the latest release). Concrete checks per dimension.

Methodology source: Aggarwal et al., GEO: Generative Engine Optimization (KDD 2024, arXiv:2311.09735) — evidence and cited sources work, keyword stuffing is negative; benchmark results vary by content, no outcome promises.